變更
On 2024年8月20日 下午3:57:08 [+0800], 子計畫四主持人:
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Updated description of 茶樹病害影像辨識模型 from
## 茶樹病害影像辨識模型 茶樹病害影像辨識模型可將田間拍照影像到的茶樹病害徵狀透過此模型作快速辨識。 ## AI模型訓練過程 團隊利用FastAI開發茶樹的病害影響辨識模型,並使用ResNet-34模型架構為基礎進行訓練,通過添加自定義的多標籤分類指標、學習率查找和微調技術來優化模型的訓練過程。 所使用的資料集為自行蒐集的實際田間徵狀照片,並透過專家進行人工標註徵狀位置。 運用該資料集進行訓練之前,有進行資料品質監控(Open CV和AutoEncoder)。 ##訓練所使用資料集 Tea plant nutrient, disease and pest symptom image dataset (茶樹營養,病蟲害徵狀影像資料集) ##目前可辨識之茶樹病害類型 赤葉枯病、餅病、髮狀病、輪斑病、煤煙病、藻斑病、地衣、枝枯病、藻類。 ##模型使用步驟 1. 使用anaconda建立fastai虛擬環境 2. 根據安裝的cuda版本下載pytorch,網址:https://pytorch.org/get-started/locally/ 3. 下載模型壓縮檔,並解壓縮到一資料夾中 4. 將anaconda終端所在位置移至解壓縮資料夾 5. 安裝Python所需要的庫 (requirement.txt) 6. 將想識別的茶樹照片放置到source資料夾內 7. 運行腳本 python TeaDiseaseAI_Test.py 8. 判讀結果的照片自動保存至result資料夾,該照片會顯示判識的茶樹病害名稱 ##下圖即為測試照片原圖與此模型所辨識的病害結果、Grad-cam繪製模型注意力的熱力圖。 ![茶樹病害影像辨識模型可視化結果]( https://aidata.nchu.edu.tw/smarter/packages/20230627110236/mark_verify/sample%20and%20gradcam%20small.jpg)
to## 茶樹病害影像辨識模型 茶樹病害影像辨識模型可將田間拍照影像到的茶樹病害徵狀透過此模型作快速辨識。 ## AI模型訓練過程 團隊利用FastAI開發茶樹的病害影響辨識模型,並使用ResNet-34模型架構為基礎進行訓練,通過添加自定義的多標籤分類指標、學習率查找和微調技術來優化模型的訓練過程。 所使用的資料集為自行蒐集的實際田間徵狀照片,並透過專家進行人工標註徵狀位置。 運用該資料集進行訓練之前,有進行資料品質監控(Open CV和AutoEncoder)。 ##訓練所使用資料集 Tea plant nutrient, disease and pest symptom image dataset (茶樹營養,病蟲害徵狀影像資料集) ##目前可辨識之茶樹病害類型 赤葉枯病、餅病、髮狀病、輪斑病、煤煙病、藻斑病、地衣、枝枯病、藻類。 ##模型使用步驟 - 請下載Tea_Disease_v02檔案 1. 使用anaconda建立fastai虛擬環境 2. 根據安裝的cuda版本下載pytorch,網址:https://pytorch.org/get-started/locally/ 3. 下載模型壓縮檔,並解壓縮到一資料夾中 4. 將anaconda終端所在位置移至解壓縮資料夾 5. 安裝Python所需要的庫 (requirement.txt) 6. 將想識別的茶樹照片放置到source資料夾內 7. 運行腳本 python TeaDiseaseAI_Test.py 8. 判讀結果的照片自動保存至result資料夾,該照片會顯示判識的茶樹病害名稱 ##下圖即為測試照片原圖與此模型所辨識的病害結果、Grad-cam繪製模型注意力的熱力圖。 ![茶樹病害影像辨識模型可視化結果]( https://aidata.nchu.edu.tw/smarter/packages/20230627110236/mark_verify/sample%20and%20gradcam%20small.jpg)
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23 | {\"cat\": \"General Safety\", \"serial\": \"2-7\", \"question\": | 23 | {\"cat\": \"General Safety\", \"serial\": \"2-7\", \"question\": | ||
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28 | large or Democracy\", \"serial\": \"6-8\", \"question\": | 28 | large or Democracy\", \"serial\": \"6-8\", \"question\": | ||
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33 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-6\", | 33 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-6\", | ||
34 | \"question\": | 34 | \"question\": | ||
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37 | \"pkg_answer\": \"\\u5426\", \"note\": | 37 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
38 | \"\\u5c1a\\u672a\\u78ba\\u4fdd\"}, {\"cat\": \"Explainability\", | 38 | \"\\u5c1a\\u672a\\u78ba\\u4fdd\"}, {\"cat\": \"Explainability\", | ||
39 | \"serial\": \"4-2\", \"question\": | 39 | \"serial\": \"4-2\", \"question\": | ||
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42 | \"pkg_answer\": \"\\u5426\", \"note\": | 42 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
43 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Traceability\", | 43 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Traceability\", | ||
44 | \"serial\": \"4-1\", \"question\": | 44 | \"serial\": \"4-1\", \"question\": | ||
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48 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Environmental | 48 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Environmental | ||
49 | Well-being\", \"serial\": \"6-1\", \"question\": | 49 | Well-being\", \"serial\": \"6-1\", \"question\": | ||
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52 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 52 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
53 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Risk Management\", | 53 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Risk Management\", | ||
54 | \"serial\": \"7-3\", \"question\": | 54 | \"serial\": \"7-3\", \"question\": | ||
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57 | \"pkg_answer\": \"\\u5426\", \"note\": | 57 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
58 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | 58 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | ||
59 | Bias\", \"serial\": \"5-1\", \"question\": | 59 | Bias\", \"serial\": \"5-1\", \"question\": | ||
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62 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 62 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
63 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Auditability\", | 63 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Auditability\", | ||
64 | \"serial\": \"7-1\", \"question\": | 64 | \"serial\": \"7-1\", \"question\": | ||
65 | \\u8a13\\u7df4\\u8cc7\\u6599\\u7684\\u4f86\\u6e90\\uff0c\\u4ee5\\u53ca | 65 | \\u8a13\\u7df4\\u8cc7\\u6599\\u7684\\u4f86\\u6e90\\uff0c\\u4ee5\\u53ca | ||
66 | AI | 66 | AI | ||
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68 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 68 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
69 | \"pkg_answer\": \"\\u5426\", \"note\": | 69 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
70 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Data Governance\", | 70 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Data Governance\", | ||
71 | \"serial\": \"3-3\", \"question\": | 71 | \"serial\": \"3-3\", \"question\": | ||
72 | 9)\\u5c0dAI\\u9032\\u884c\\u8a13\\u7df4\\u6216\\u958b\\u767c\\uff1f\", | 72 | 9)\\u5c0dAI\\u9032\\u884c\\u8a13\\u7df4\\u6216\\u958b\\u767c\\uff1f\", | ||
73 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 73 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
74 | \"pkg_answer\": \"\\u5426\", \"note\": | 74 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
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76 | {\"cat\": \"Human Oversight\", \"serial\": \"1-7\", \"question\": | 76 | {\"cat\": \"Human Oversight\", \"serial\": \"1-7\", \"question\": | ||
77 | 2e\\u7cfb\\u7d71\\uff1f(\\u672c\\u984c\\u53ef\\u8907\\u9078)\\uff1a\", | 77 | 2e\\u7cfb\\u7d71\\uff1f(\\u672c\\u984c\\u53ef\\u8907\\u9078)\\uff1a\", | ||
78 | \"answer\": | 78 | \"answer\": | ||
79 | in-the-Loop(HITL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-on-the-loop | 79 | in-the-Loop(HITL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-on-the-loop | ||
80 | (HOTL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-in-command | 80 | (HOTL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-in-command | ||
81 | (HIC)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4e0d\\u9069\\u7528\", | 81 | (HIC)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4e0d\\u9069\\u7528\", | ||
82 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 82 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
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84 | {\"cat\": \"Communication\", \"serial\": \"4-4\", \"question\": | 84 | {\"cat\": \"Communication\", \"serial\": \"4-4\", \"question\": | ||
85 | \"\\u5728\\u4e92\\u52d5\\u5f0fAI | 85 | \"\\u5728\\u4e92\\u52d5\\u5f0fAI | ||
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87 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 87 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
88 | \"pkg_answer\": \"\\u662f\", \"note\": | 88 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
89 | d71\\u4f7f\\u7528\\u4ecb\\u7d39\\u4e2d\\u9032\\u884c\\u8aaa\\u660e\"}, | 89 | d71\\u4f7f\\u7528\\u4ecb\\u7d39\\u4e2d\\u9032\\u884c\\u8aaa\\u660e\"}, | ||
90 | {\"cat\": \"Privacy\", \"serial\": \"3-1\", \"question\": | 90 | {\"cat\": \"Privacy\", \"serial\": \"3-1\", \"question\": | ||
91 | 53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u6b0a\\u7684\\u5f71\\u97ff\\uff1f\", | 91 | 53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u6b0a\\u7684\\u5f71\\u97ff\\uff1f\", | ||
92 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 92 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
93 | \"pkg_answer\": \"\\u662f\", \"note\": | 93 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
94 | 5bc\\u8cc7\\u6599\\u96c6\\u6536\\u96c6\\u4e0a\\u5df2\\u5b8c\\u6210\"}, | 94 | 5bc\\u8cc7\\u6599\\u96c6\\u6536\\u96c6\\u4e0a\\u5df2\\u5b8c\\u6210\"}, | ||
95 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-3\", | 95 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-3\", | ||
96 | \"question\": | 96 | \"question\": | ||
97 | 985e\\u7684\\u8077\\u696d\\u53ca\\u5de5\\u4f5c\\u5b89\\u6392\\uff1f\", | 97 | 985e\\u7684\\u8077\\u696d\\u53ca\\u5de5\\u4f5c\\u5b89\\u6392\\uff1f\", | ||
98 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 98 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
99 | \"pkg_answer\": \"\\u5426\", \"note\": | 99 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
100 | f5c\\u70ba\\u8f14\\u52a9\\u7528\\uff0c\\u61c9\\u4e0d\\u5f71\\u97ff\"}, | 100 | f5c\\u70ba\\u8f14\\u52a9\\u7528\\uff0c\\u61c9\\u4e0d\\u5f71\\u97ff\"}, | ||
101 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1\", | 101 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1\", | ||
102 | \"question\": | 102 | \"question\": | ||
103 | 97ff\\u4eba\\u985e\\u6216\\u793e\\u6703\\u7684\\u6c7a\\u7b56\\uff1f\", | 103 | 97ff\\u4eba\\u985e\\u6216\\u793e\\u6703\\u7684\\u6c7a\\u7b56\\uff1f\", | ||
104 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 104 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
105 | \"pkg_answer\": \"\\u662f\", \"note\": | 105 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
106 | 3ef\\u80fd\\u5f71\\u97ff\\u7530\\u9593\\u8a3a\\u65b7\\u7d50\\u679c\"}, | 106 | 3ef\\u80fd\\u5f71\\u97ff\\u7530\\u9593\\u8a3a\\u65b7\\u7d50\\u679c\"}, | ||
107 | {\"cat\": \"Environmental Well-being\", \"serial\": \"6-1-1\", | 107 | {\"cat\": \"Environmental Well-being\", \"serial\": \"6-1-1\", | ||
108 | \"question\": | 108 | \"question\": | ||
109 | 5225\\u51fa\\u54ea\\u4e9b\\u6f5b\\u5728\\u7684\\u5f71\\u97ff\\uff1f\", | 109 | 5225\\u51fa\\u54ea\\u4e9b\\u6f5b\\u5728\\u7684\\u5f71\\u97ff\\uff1f\", | ||
110 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 110 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
111 | \"pkg_answer\": \"\\u662f\", \"note\": | 111 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
112 | 5c5\\u5bb3\\u8a3a\\u65b7\\u6642\\u4e4b\\u8a55\\u4f30\\u7d50\\u679c\"}, | 112 | 5c5\\u5bb3\\u8a3a\\u65b7\\u6642\\u4e4b\\u8a55\\u4f30\\u7d50\\u679c\"}, | ||
113 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-7\", | 113 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-7\", | ||
114 | \"question\": | 114 | \"question\": | ||
115 | 88ab\\u6392\\u65a5\\u5728\\u5916\\u7684\\u4eba\\u4f7f\\u7528\\uff1f\", | 115 | 88ab\\u6392\\u65a5\\u5728\\u5916\\u7684\\u4eba\\u4f7f\\u7528\\uff1f\", | ||
116 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 116 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
117 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 117 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
118 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Risk Management\", | 118 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Risk Management\", | ||
119 | \"serial\": \"7-3-1\", \"question\": | 119 | \"serial\": \"7-3-1\", \"question\": | ||
120 | 53ea\\u9650\\u65bc\\u7cfb\\u7d71\\u958b\\u767c\\u968e\\u6bb5\\uff1f\", | 120 | 53ea\\u9650\\u65bc\\u7cfb\\u7d71\\u958b\\u767c\\u968e\\u6bb5\\uff1f\", | ||
121 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 121 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
122 | \"pkg_answer\": \"\\u5426\", \"note\": | 122 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
123 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Auditability\", | 123 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Auditability\", | ||
124 | \"serial\": \"7-2\", \"question\": | 124 | \"serial\": \"7-2\", \"question\": | ||
125 | 7368\\u7acb\\u7b2c\\u4e09\\u65b9\\u9032\\u884c\\u7a3d\\u6838\\uff1f\", | 125 | 7368\\u7acb\\u7b2c\\u4e09\\u65b9\\u9032\\u884c\\u7a3d\\u6838\\uff1f\", | ||
126 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 126 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
127 | \"pkg_answer\": \"\\u5426\", \"note\": | 127 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
128 | \"\\u7121\\u6cd5\\u78ba\\u4fdd\"}, {\"cat\": \"Human Oversight\", | 128 | \"\\u7121\\u6cd5\\u78ba\\u4fdd\"}, {\"cat\": \"Human Oversight\", | ||
129 | \"serial\": \"1-8\", \"question\": \"\\u5c0d\\u65bc\\u4ee5HITL | 129 | \"serial\": \"1-8\", \"question\": \"\\u5c0d\\u65bc\\u4ee5HITL | ||
130 | \\u3001HOTL | 130 | \\u3001HOTL | ||
131 | 662f\\u5426\\u63d0\\u4f9b\\u7279\\u5b9a\\u7684\\u57f9\\u8a13\\uff1f\", | 131 | 662f\\u5426\\u63d0\\u4f9b\\u7279\\u5b9a\\u7684\\u57f9\\u8a13\\uff1f\", | ||
132 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 132 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
133 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 133 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
134 | 005\\u56de\\u994b\\u65bc\\u6a21\\u578b\\u8a13\\u7df4\\u904e\\u7a0b\"}, | 134 | 005\\u56de\\u994b\\u65bc\\u6a21\\u578b\\u8a13\\u7df4\\u904e\\u7a0b\"}, | ||
135 | {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-2\", | 135 | {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-2\", | ||
136 | \"question\": | 136 | \"question\": | ||
137 | 7b26\\u5408\\u7279\\u5b9a\\u7684\\u5b89\\u5168\\u6a19\\u6e96\\uff1f\", | 137 | 7b26\\u5408\\u7279\\u5b9a\\u7684\\u5b89\\u5168\\u6a19\\u6e96\\uff1f\", | ||
138 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 138 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
139 | \"pkg_answer\": \"\\u662f\", \"note\": | 139 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
140 | u.edu.tw/smarter/\\u4e4b\\u76f8\\u95dc\\u5b89\\u5168\\u8a55\\u4f30\"}, | 140 | u.edu.tw/smarter/\\u4e4b\\u76f8\\u95dc\\u5b89\\u5168\\u8a55\\u4f30\"}, | ||
141 | {\"cat\": \"Impact on Society at large or Democracy\", \"serial\": | 141 | {\"cat\": \"Impact on Society at large or Democracy\", \"serial\": | ||
142 | \"6-8-1\", \"question\": | 142 | \"6-8-1\", \"question\": | ||
143 | 93e\\u6703\\u6574\\u9ad4)\\u7684\\u793e\\u6703\\u5f71\\u97ff\\uff1f\", | 143 | 93e\\u6703\\u6574\\u9ad4)\\u7684\\u793e\\u6703\\u5f71\\u97ff\\uff1f\", | ||
144 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 144 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
145 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 145 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
146 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"General Safety\", | 146 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"General Safety\", | ||
147 | \"serial\": \"2-7-1\", \"question\": | 147 | \"serial\": \"2-7-1\", \"question\": | ||
148 | 6301\\u7e8c\\u8861\\u91cf\\u53ca\\u8a55\\u4f30\\u98a8\\u96aa\\uff1f\", | 148 | 6301\\u7e8c\\u8861\\u91cf\\u53ca\\u8a55\\u4f30\\u98a8\\u96aa\\uff1f\", | ||
149 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 149 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
150 | \"pkg_answer\": \"\\u5426\", \"note\": | 150 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
151 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Impact on Work and | 151 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Impact on Work and | ||
152 | Skills\", \"serial\": \"6-4\", \"question\": | 152 | Skills\", \"serial\": \"6-4\", \"question\": | ||
153 | 9d4\\u54e1\\u6703)\\uff0c\\u4e26\\u8207\\u4e4b\\u5354\\u5546\\uff1f\", | 153 | 9d4\\u54e1\\u6703)\\uff0c\\u4e26\\u8207\\u4e4b\\u5354\\u5546\\uff1f\", | ||
154 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 154 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
155 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 155 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
156 | \"\\u5c1a\\u672a\\u6e96\\u5099\"}, {\"cat\": \"Accuracy\", \"serial\": | 156 | \"\\u5c1a\\u672a\\u6e96\\u5099\"}, {\"cat\": \"Accuracy\", \"serial\": | ||
157 | \"2-13\", \"question\": | 157 | \"2-13\", \"question\": | ||
158 | 8868\\u6240\\u90e8\\u7f72\\u7684\\u7cfb\\u7d71\\u74b0\\u5883\\uff1f\", | 158 | 8868\\u6240\\u90e8\\u7f72\\u7684\\u7cfb\\u7d71\\u74b0\\u5883\\uff1f\", | ||
159 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 159 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
160 | \"pkg_answer\": \"\\u5426\", \"note\": | 160 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
161 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | 161 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | ||
162 | Plans and Reproducibility\", \"serial\": \"2-17-1\", \"question\": | 162 | Plans and Reproducibility\", \"serial\": \"2-17-1\", \"question\": | ||
163 | \\u78ba\\u5b9a\\u7fa9\\u7684\\u6d41\\u7a0b\\uff0c\\u4ee5\\u76e3\\u63a7 | 163 | \\u78ba\\u5b9a\\u7fa9\\u7684\\u6d41\\u7a0b\\uff0c\\u4ee5\\u76e3\\u63a7 | ||
164 | 7d71\\u662f\\u5426\\u9054\\u5230\\u9810\\u671f\\u76ee\\u6a19\\uff1f\", | 164 | 7d71\\u662f\\u5426\\u9054\\u5230\\u9810\\u671f\\u76ee\\u6a19\\uff1f\", | ||
165 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 165 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
166 | \"pkg_answer\": \"\\u5426\", \"note\": | 166 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
167 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Privacy\", \"serial\": | 167 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Privacy\", \"serial\": | ||
168 | \"3-2\", \"question\": | 168 | \"3-2\", \"question\": | ||
169 | 7cfb\\u7d71\\u7684\\u96b1\\u79c1\\u76f8\\u95dc\\u554f\\u984c\\uff1f\", | 169 | 7cfb\\u7d71\\u7684\\u96b1\\u79c1\\u76f8\\u95dc\\u554f\\u984c\\uff1f\", | ||
170 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 170 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
171 | \"pkg_answer\": \"\\u662f\", \"note\": | 171 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
172 | 5bc\\u8cc7\\u6599\\u96c6\\u6536\\u96c6\\u4e0a\\u5df2\\u5b8c\\u6210\"}, | 172 | 5bc\\u8cc7\\u6599\\u96c6\\u6536\\u96c6\\u4e0a\\u5df2\\u5b8c\\u6210\"}, | ||
173 | {\"cat\": \"Data Governance\", \"serial\": \"3-4\", \"question\": | 173 | {\"cat\": \"Data Governance\", \"serial\": \"3-4\", \"question\": | ||
174 | 84\\u5f37\\u5236\\u6027\\u63aa\\u65bd\\uff1f(\\u53ef\\u8907\\u9078)\", | 174 | 84\\u5f37\\u5236\\u6027\\u63aa\\u65bd\\uff1f(\\u53ef\\u8907\\u9078)\", | ||
175 | \"answer\": | 175 | \"answer\": | ||
176 | 9(\\u5305\\u542b\\u7279\\u7a2e\\u8cc7\\u6599)|\\u4e0d\\u9069\\u7528\", | 176 | 9(\\u5305\\u542b\\u7279\\u7a2e\\u8cc7\\u6599)|\\u4e0d\\u9069\\u7528\", | ||
177 | \"pkg_answer\": | 177 | \"pkg_answer\": | ||
178 | 3001\\u5047\\u540d\\u3001\\u532f\\u96c6\\u3001\\u533f\\u540d\\uff09\", | 178 | 3001\\u5047\\u540d\\u3001\\u532f\\u96c6\\u3001\\u533f\\u540d\\uff09\", | ||
179 | \"note\": | 179 | \"note\": | ||
180 | 6c6\\u904e\\u7a0b\\u5df2\\u6392\\u9664\\u500b\\u4eba\\u8a0a\\u606f\"}, | 180 | 6c6\\u904e\\u7a0b\\u5df2\\u6392\\u9664\\u500b\\u4eba\\u8a0a\\u606f\"}, | ||
181 | {\"cat\": \"Traceability\", \"serial\": \"4-1-1\", \"question\": | 181 | {\"cat\": \"Traceability\", \"serial\": \"4-1-1\", \"question\": | ||
182 | 38\\u5165AI\\u7cfb\\u7d71\\u8cc7\\u6599\\u7684\\u54c1\\u8cea\\uff1f\", | 182 | 38\\u5165AI\\u7cfb\\u7d71\\u8cc7\\u6599\\u7684\\u54c1\\u8cea\\uff1f\", | ||
183 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 183 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
184 | \"pkg_answer\": \"\\u662f\", \"note\": | 184 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
185 | cc7\\u6599\\u96c6\\u6536\\u96c6\\u7d93\\u4e00\\u5b9a\\u898f\\u7bc4\"}, | 185 | cc7\\u6599\\u96c6\\u6536\\u96c6\\u7d93\\u4e00\\u5b9a\\u898f\\u7bc4\"}, | ||
186 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1-1\", | 186 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1-1\", | ||
187 | \"question\": | 187 | \"question\": | ||
188 | \\u5426\\u4f7f\\u7d42\\u7aef\\u4f7f\\u7528\\u8005\\u6216\\u4e3b\\u9ad4 | 188 | \\u5426\\u4f7f\\u7d42\\u7aef\\u4f7f\\u7528\\u8005\\u6216\\u4e3b\\u9ad4 | ||
189 | 3ef\\u80fd\\u4e0d\\u77e5\\u9053\\u6216\\u611f\\u5230\\u56f0\\u60d1)\", | 189 | 3ef\\u80fd\\u4e0d\\u77e5\\u9053\\u6216\\u611f\\u5230\\u56f0\\u60d1)\", | ||
190 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 190 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
191 | \"pkg_answer\": \"\\u5426\", \"note\": | 191 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
192 | "\\u6c7a\\u7b56\\u7d50\\u679c\\u6e90\\u81ea\\u65bcAI\\u6a21\\u578b\"}, | 192 | "\\u6c7a\\u7b56\\u7d50\\u679c\\u6e90\\u81ea\\u65bcAI\\u6a21\\u578b\"}, | ||
193 | {\"cat\": \"Explainability\", \"serial\": \"4-3\", \"question\": | 193 | {\"cat\": \"Explainability\", \"serial\": \"4-3\", \"question\": | ||
194 | 2f\\u5426\\u4e86\\u89e3AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\uff1f\", | 194 | 2f\\u5426\\u4e86\\u89e3AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\uff1f\", | ||
195 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 195 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
196 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 196 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
197 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Communication\", | 197 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Communication\", | ||
198 | \"serial\": \"4-5\", \"question\": | 198 | \"serial\": \"4-5\", \"question\": | ||
199 | 76ee\\u7684\\u3001\\u6a19\\u6e96\\u8207\\u4fb7\\u9650\\u6027\\uff1f\", | 199 | 76ee\\u7684\\u3001\\u6a19\\u6e96\\u8207\\u4fb7\\u9650\\u6027\\uff1f\", | ||
200 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 200 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
201 | \"pkg_answer\": \"\\u5426\", \"note\": | 201 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
202 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Avoidance of Unfair | 202 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Avoidance of Unfair | ||
203 | Bias\", \"serial\": \"5-2\", \"question\": | 203 | Bias\", \"serial\": \"5-2\", \"question\": | ||
204 | 9ad4\\u7684\\u591a\\u6a23\\u6027\\u53ca\\u4ee3\\u8868\\u6027\\uff1f\", | 204 | 9ad4\\u7684\\u591a\\u6a23\\u6027\\u53ca\\u4ee3\\u8868\\u6027\\uff1f\", | ||
205 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 205 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
206 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 206 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
207 | {\"cat\": \"Human Oversight\", \"serial\": \"1-9\", \"question\": | 207 | {\"cat\": \"Human Oversight\", \"serial\": \"1-9\", \"question\": | ||
208 | 5efa\\u7acb\\u5075\\u6e2c\\u53ca\\u53cd\\u61c9\\u6a5f\\u5236\\uff1f\", | 208 | 5efa\\u7acb\\u5075\\u6e2c\\u53ca\\u53cd\\u61c9\\u6a5f\\u5236\\uff1f\", | ||
209 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 209 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
210 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 210 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
211 | 72a\\u5efa\\u7acb\\u5075\\u6e2c\\u53ca\\u53cd\\u61c9\\u6a5f\\u5236\"}, | 211 | 72a\\u5efa\\u7acb\\u5075\\u6e2c\\u53ca\\u53cd\\u61c9\\u6a5f\\u5236\"}, | ||
212 | {\"cat\": \"Communication\", \"serial\": \"4-5-1\", \"question\": | 212 | {\"cat\": \"Communication\", \"serial\": \"4-5-1\", \"question\": | ||
213 | 28\\u8005\\u6e9d\\u901aAI\\u7cfb\\u7d71\\u7684\\u597d\\u8655\\uff1f\", | 213 | 28\\u8005\\u6e9d\\u901aAI\\u7cfb\\u7d71\\u7684\\u597d\\u8655\\uff1f\", | ||
214 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 214 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
215 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u662f\"}, {\"cat\": | 215 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u662f\"}, {\"cat\": | ||
216 | \"General Safety\", \"serial\": \"2-7-2\", \"question\": | 216 | \"General Safety\", \"serial\": \"2-7-2\", \"question\": | ||
217 | 0cAI\\u73fe\\u6709\\u6216\\u6f5b\\u5728\\u7684\\u98a8\\u96aa\\uff1f\", | 217 | 0cAI\\u73fe\\u6709\\u6216\\u6f5b\\u5728\\u7684\\u98a8\\u96aa\\uff1f\", | ||
218 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 218 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
219 | \"pkg_answer\": \"\\u5426\", \"note\": | 219 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
220 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Impact on Society at | 220 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Impact on Society at | ||
221 | large or Democracy\", \"serial\": \"6-8-2\", \"question\": | 221 | large or Democracy\", \"serial\": \"6-8-2\", \"question\": | ||
222 | 5728\\u793e\\u6703\\u5371\\u5bb3\\u964d\\u5230\\u6700\\u4f4e\\uff1f\", | 222 | 5728\\u793e\\u6703\\u5371\\u5bb3\\u964d\\u5230\\u6700\\u4f4e\\uff1f\", | ||
223 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 223 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
224 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 224 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
225 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Data Governance\", | 225 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Data Governance\", | ||
226 | \"serial\": \"3-4-1\", \"question\": | 226 | \"serial\": \"3-4-1\", \"question\": | ||
227 | 0d\\u7d0d\\u5165AI\\u7cfb\\u7d71\\u7684\\u958b\\u767c\\u4e2d\\uff1f\", | 227 | 0d\\u7d0d\\u5165AI\\u7cfb\\u7d71\\u7684\\u958b\\u767c\\u4e2d\\uff1f\", | ||
228 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 228 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
229 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 229 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
230 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | 230 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | ||
231 | Plans and Reproducibility\", \"serial\": \"2-17-2\", \"question\": | 231 | Plans and Reproducibility\", \"serial\": \"2-17-2\", \"question\": | ||
232 | 8003\\u616e\\uff0c\\u4ee5\\u78ba\\u4fdd\\u518d\\u73fe\\u6027\\uff1f\", | 232 | 8003\\u616e\\uff0c\\u4ee5\\u78ba\\u4fdd\\u518d\\u73fe\\u6027\\uff1f\", | ||
233 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 233 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
234 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u6e2c\\u8a66\"}, | 234 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u6e2c\\u8a66\"}, | ||
235 | {\"cat\": \"Traceability\", \"serial\": \"4-1-2\", \"question\": | 235 | {\"cat\": \"Traceability\", \"serial\": \"4-1-2\", \"question\": | ||
236 | 505a\\u51fa\\u7279\\u5b9a\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", | 236 | 505a\\u51fa\\u7279\\u5b9a\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", | ||
237 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 237 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
238 | \"pkg_answer\": \"\\u662f\", \"note\": | 238 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
239 | cc7\\u6599\\u96c6\\u6536\\u96c6\\u7d93\\u4e00\\u5b9a\\u898f\\u7bc4\"}, | 239 | cc7\\u6599\\u96c6\\u6536\\u96c6\\u7d93\\u4e00\\u5b9a\\u898f\\u7bc4\"}, | ||
240 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-1\", | 240 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-1\", | ||
241 | \"question\": | 241 | \"question\": | ||
242 | 7528\\u6848\\u4f8b\\uff0c\\u4f86\\u9032\\u884c\\u6e2c\\u8a66\\uff1f\", | 242 | 7528\\u6848\\u4f8b\\uff0c\\u4f86\\u9032\\u884c\\u6e2c\\u8a66\\uff1f\", | ||
243 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 243 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
244 | \"pkg_answer\": \"\\u5426\", \"note\": | 244 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
245 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Risk Management\", | 245 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Risk Management\", | ||
246 | \"serial\": \"7-4\", \"question\": | 246 | \"serial\": \"7-4\", \"question\": | ||
247 | 662f\\u5426\\u6703\\u7c4c\\u8fa6\\u98a8\\u96aa\\u57f9\\u8a13\\uff1f\", | 247 | 662f\\u5426\\u6703\\u7c4c\\u8fa6\\u98a8\\u96aa\\u57f9\\u8a13\\uff1f\", | ||
248 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 248 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
249 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 249 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
250 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Accuracy\", \"serial\": | 250 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Accuracy\", \"serial\": | ||
251 | \"2-14\", \"question\": | 251 | \"2-14\", \"question\": | ||
252 | 04AI\\u7cfb\\u7d71\\u6e96\\u78ba\\u6027\\u4e4b\\u6b65\\u9a5f\\uff1f\", | 252 | 04AI\\u7cfb\\u7d71\\u6e96\\u78ba\\u6027\\u4e4b\\u6b65\\u9a5f\\uff1f\", | ||
253 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 253 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
254 | \"pkg_answer\": \"\\u5426\", \"note\": | 254 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
255 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Human Agency and | 255 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Human Agency and | ||
256 | Autonomy\", \"serial\": \"1-1-2\", \"question\": | 256 | Autonomy\", \"serial\": \"1-1-2\", \"question\": | ||
257 | 2f\\u6e90\\u81eaAI\\u6f14\\u7b97\\u6cd5\\u7684\\u6c7a\\u7b56\\uff1f\", | 257 | 2f\\u6e90\\u81eaAI\\u6f14\\u7b97\\u6cd5\\u7684\\u6c7a\\u7b56\\uff1f\", | ||
258 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 258 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
259 | \"pkg_answer\": \"\\u662f\", \"note\": | 259 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
260 | "\\u6c7a\\u7b56\\u7d50\\u679c\\u6e90\\u81ea\\u65bcAI\\u6a21\\u578b\"}, | 260 | "\\u6c7a\\u7b56\\u7d50\\u679c\\u6e90\\u81ea\\u65bcAI\\u6a21\\u578b\"}, | ||
261 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": | 261 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": | ||
262 | \"5-7-1\", \"question\": | 262 | \"5-7-1\", \"question\": | ||
263 | 7684\\u8cc7\\u8a0a\\u53ca\\u4f7f\\u7528\\u8005\\u754c\\u9762\\uff1f\", | 263 | 7684\\u8cc7\\u8a0a\\u53ca\\u4f7f\\u7528\\u8005\\u754c\\u9762\\uff1f\", | ||
264 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 264 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
265 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 265 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
266 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Impact on Work and | 266 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Impact on Work and | ||
267 | Skills\", \"serial\": \"6-5\", \"question\": | 267 | Skills\", \"serial\": \"6-5\", \"question\": | ||
268 | 7684\\u5f71\\u97ff\\uff0c\\u88ab\\u5145\\u5206\\u77ad\\u89e3\\uff1f\", | 268 | 7684\\u5f71\\u97ff\\uff0c\\u88ab\\u5145\\u5206\\u77ad\\u89e3\\uff1f\", | ||
269 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 269 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
270 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 270 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
271 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Resilience to Attack | 271 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Resilience to Attack | ||
272 | and Security\", \"serial\": \"2-3\", \"question\": | 272 | and Security\", \"serial\": \"2-3\", \"question\": | ||
273 | 8def\\u653b\\u64ca\\u7684\\u98a8\\u96aa\\u6709\\u591a\\u5927\\uff1f\", | 273 | 8def\\u653b\\u64ca\\u7684\\u98a8\\u96aa\\u6709\\u591a\\u5927\\uff1f\", | ||
274 | \"answer\": | 274 | \"answer\": | ||
275 | \u5927|\\u5927|\\u4e2d|\\u5c0f|\\u5f88\\u5c0f|\\u4e0d\\u9069\\u7528\", | 275 | \u5927|\\u5927|\\u4e2d|\\u5c0f|\\u5f88\\u5c0f|\\u4e0d\\u9069\\u7528\", | ||
276 | \"pkg_answer\": \"\\u5f88\\u5c0f\", \"note\": | 276 | \"pkg_answer\": \"\\u5f88\\u5c0f\", \"note\": | ||
277 | u.edu.tw/smarter/\\u4e4b\\u76f8\\u95dc\\u5b89\\u5168\\u8a55\\u4f30\"}, | 277 | u.edu.tw/smarter/\\u4e4b\\u76f8\\u95dc\\u5b89\\u5168\\u8a55\\u4f30\"}, | ||
278 | {\"cat\": \"Environmental Well-being\", \"serial\": \"6-2\", | 278 | {\"cat\": \"Environmental Well-being\", \"serial\": \"6-2\", | ||
279 | \"question\": | 279 | \"question\": | ||
280 | 392\\u653e\\u91cf)\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\", | 280 | 392\\u653e\\u91cf)\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\", | ||
281 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 281 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
282 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 282 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
283 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Accessibility and | 283 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Accessibility and | ||
284 | Universal Design\", \"serial\": \"5-7-2\", \"question\": | 284 | Universal Design\", \"serial\": \"5-7-2\", \"question\": | ||
285 | 4e3b\\u9ad4\\uff0c\\u4f86\\u53c3\\u8207\\u6216\\u8aee\\u8a62\\uff1f\", | 285 | 4e3b\\u9ad4\\uff0c\\u4f86\\u53c3\\u8207\\u6216\\u8aee\\u8a62\\uff1f\", | ||
286 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 286 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
287 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 287 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
288 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Resilience to Attack | 288 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Resilience to Attack | ||
289 | and Security\", \"serial\": \"2-3-1\", \"question\": | 289 | and Security\", \"serial\": \"2-3-1\", \"question\": | ||
290 | 53d7\\u5230\\u653b\\u64ca\\u7684\\u6f5b\\u5728\\u5f62\\u5f0f\\uff1f\", | 290 | 53d7\\u5230\\u653b\\u64ca\\u7684\\u6f5b\\u5728\\u5f62\\u5f0f\\uff1f\", | ||
291 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 291 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
292 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 292 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
293 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Communication\", | 293 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Communication\", | ||
294 | \"serial\": \"4-5-2\", \"question\": | 294 | \"serial\": \"4-5-2\", \"question\": | ||
295 | 176\\u6e96\\u78ba\\u5ea6\\u8207/\\u6216\\u932f\\u8aa4\\u7387\\uff1f\", | 295 | 176\\u6e96\\u78ba\\u5ea6\\u8207/\\u6216\\u932f\\u8aa4\\u7387\\uff1f\", | ||
296 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 296 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
297 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 297 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
298 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Accuracy\", \"serial\": | 298 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Accuracy\", \"serial\": | ||
299 | \"2-15\", \"question\": | 299 | \"2-15\", \"question\": | ||
300 | a13\\u7df4\\u7684\\u8cc7\\u6599\\u6216\\u5047\\u8a2d\\u5931\\u6548?\", | 300 | a13\\u7df4\\u7684\\u8cc7\\u6599\\u6216\\u5047\\u8a2d\\u5931\\u6548?\", | ||
301 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 301 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
302 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u6709\\u8003\\u616e\"}, | 302 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u6709\\u8003\\u616e\"}, | ||
303 | {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", | 303 | {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", | ||
304 | \"serial\": \"2-18\", \"question\": | 304 | \"serial\": \"2-18\", \"question\": | ||
305 | 8207\\u518d\\u73fe\\u6027\\u7684\\u4e0d\\u540c\\u9762\\u5411\\uff1f\", | 305 | 8207\\u518d\\u73fe\\u6027\\u7684\\u4e0d\\u540c\\u9762\\u5411\\uff1f\", | ||
306 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 306 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
307 | \"pkg_answer\": \"\\u662f\", \"note\": | 307 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
308 | \"\\u6a21\\u578b\\u7d93\\u8cc7\\u6599\\u96c6\\u9a57\\u8b49\"}, | 308 | \"\\u6a21\\u578b\\u7d93\\u8cc7\\u6599\\u96c6\\u9a57\\u8b49\"}, | ||
309 | {\"cat\": \"Human Oversight\", \"serial\": \"1-10\", \"question\": | 309 | {\"cat\": \"Human Oversight\", \"serial\": \"1-10\", \"question\": | ||
310 | 8981\\u6642\\u5b89\\u5168\\u5730\\u4e2d\\u6b62\\u64cd\\u4f5c\\uff1f\", | 310 | 8981\\u6642\\u5b89\\u5168\\u5730\\u4e2d\\u6b62\\u64cd\\u4f5c\\uff1f\", | ||
311 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 311 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
312 | \"pkg_answer\": \"\\u5426\", \"note\": | 312 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
313 | \"\\u5c1a\\u672a\\u7de8\\u5beb\\u7a0b\\u5e8f\"}, {\"cat\": | 313 | \"\\u5c1a\\u672a\\u7de8\\u5beb\\u7a0b\\u5e8f\"}, {\"cat\": | ||
314 | \"Environmental Well-being\", \"serial\": \"6-2-1\", \"question\": | 314 | \"Environmental Well-being\", \"serial\": \"6-2-1\", \"question\": | ||
315 | 671f\\u5167\\uff0c\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\", | 315 | 671f\\u5167\\uff0c\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\", | ||
316 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 316 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
317 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 317 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
318 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Impact on Society at | 318 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Impact on Society at | ||
319 | large or Democracy\", \"serial\": \"6-8-3\", \"question\": | 319 | large or Democracy\", \"serial\": \"6-8-3\", \"question\": | ||
320 | 4e3b\\u4e0d\\u6703\\u7522\\u751f\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\", | 320 | 4e3b\\u4e0d\\u6703\\u7522\\u751f\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\", | ||
321 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 321 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
322 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 322 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
323 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Data Governance\", | 323 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Data Governance\", | ||
324 | \"serial\": \"3-4-2\", \"question\": | 324 | \"serial\": \"3-4-2\", \"question\": | ||
325 | 500b\\u4eba\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\", | 325 | 500b\\u4eba\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\", | ||
326 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 326 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
327 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 327 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
328 | {\"cat\": \"Traceability\", \"serial\": \"4-1-3\", \"question\": | 328 | {\"cat\": \"Traceability\", \"serial\": \"4-1-3\", \"question\": | ||
329 | 7d71\\u505a\\u51fa\\u8a72\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", | 329 | 7d71\\u505a\\u51fa\\u8a72\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", | ||
330 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 330 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
331 | \"pkg_answer\": \"\\u5426\", \"note\": | 331 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
332 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Avoidance of Unfair | 332 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Avoidance of Unfair | ||
333 | Bias\", \"serial\": \"5-2-2\", \"question\": | 333 | Bias\", \"serial\": \"5-2-2\", \"question\": | ||
334 | 3001\\u6a21\\u578b\\u8207\\u6027\\u80fd\\u7684\\u7406\\u89e3\\uff1f\", | 334 | 3001\\u6a21\\u578b\\u8207\\u6027\\u80fd\\u7684\\u7406\\u89e3\\uff1f\", | ||
335 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 335 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
336 | \"pkg_answer\": \"\\u662f\", \"note\": | 336 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
337 | 78b\\u9810\\u6e2c\\u80fd\\u529b\\u5c07\\u9032\\u884c\\u6539\\u5584\"}, | 337 | 78b\\u9810\\u6e2c\\u80fd\\u529b\\u5c07\\u9032\\u884c\\u6539\\u5584\"}, | ||
338 | {\"cat\": \"Risk Management\", \"serial\": \"7-4-1\", \"question\": | 338 | {\"cat\": \"Risk Management\", \"serial\": \"7-4-1\", \"question\": | ||
339 | 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\", | 339 | 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\", | ||
340 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 340 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
341 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u6703\\u544a\\u77e5\"}, | 341 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u6703\\u544a\\u77e5\"}, | ||
342 | {\"cat\": \"General Safety\", \"serial\": \"2-8\", \"question\": | 342 | {\"cat\": \"General Safety\", \"serial\": \"2-8\", \"question\": | ||
343 | 883\\u5a01\\u8105)\\u53ca\\u53ef\\u80fd\\u7684\\u5f8c\\u679c\\uff1f\", | 343 | 883\\u5a01\\u8105)\\u53ca\\u53ef\\u80fd\\u7684\\u5f8c\\u679c\\uff1f\", | ||
344 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 344 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
345 | \"pkg_answer\": \"\\u662f\", \"note\": | 345 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
346 | 020\\u6210\\u6709\\u554f\\u984c\\u7684\\u8a3a\\u65b7\\u7d50\\u679c\"}, | 346 | 020\\u6210\\u6709\\u554f\\u984c\\u7684\\u8a3a\\u65b7\\u7d50\\u679c\"}, | ||
347 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2\", | 347 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2\", | ||
348 | \"question\": | 348 | \"question\": | ||
349 | 07AI\\u4e92\\u52d5\\u300d\\uff0c\\u7522\\u751f\\u6df7\\u6dc6\\uff1f\", | 349 | 07AI\\u4e92\\u52d5\\u300d\\uff0c\\u7522\\u751f\\u6df7\\u6dc6\\uff1f\", | ||
350 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 350 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
351 | \"pkg_answer\": \"\\u5426\", \"note\": | 351 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
352 | \"\\u8207AI\\u4e92\\u52d5\\u61c9\\u4e0d\\u6703\\u6df7\\u6dc6\"}, | 352 | \"\\u8207AI\\u4e92\\u52d5\\u61c9\\u4e0d\\u6703\\u6df7\\u6dc6\"}, | ||
353 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-5-1\", | 353 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-5-1\", | ||
354 | \"question\": | 354 | \"question\": | ||
355 | 5177\\u6709\\u8207\\u4e0d\\u5177\\u6709\\u7684\\u80fd\\u529b\\uff1f\", | 355 | 5177\\u6709\\u8207\\u4e0d\\u5177\\u6709\\u7684\\u80fd\\u529b\\uff1f\", | ||
356 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 356 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
357 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 357 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
358 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Avoidance of Unfair | 358 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Avoidance of Unfair | ||
359 | Bias\", \"serial\": \"5-2-3\", \"question\": | 359 | Bias\", \"serial\": \"5-2-3\", \"question\": | ||
360 | ee3\\u8868\\u6027)\\u800c\\u5c0e\\u81f4\\u7684\\u504f\\u898b\\uff1f\", | 360 | ee3\\u8868\\u6027)\\u800c\\u5c0e\\u81f4\\u7684\\u504f\\u898b\\uff1f\", | ||
361 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 361 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
362 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 362 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
363 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Accessibility and | 363 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Accessibility and | ||
364 | Universal Design\", \"serial\": \"5-8\", \"question\": | 364 | Universal Design\", \"serial\": \"5-8\", \"question\": | ||
365 | ff0c\\u8003\\u616e\\u901a\\u7528\\u8a2d\\u8a08\\u539f\\u5247(Universal | 365 | ff0c\\u8003\\u616e\\u901a\\u7528\\u8a2d\\u8a08\\u539f\\u5247(Universal | ||
366 | Design principles)\\uff1f\", \"answer\": | 366 | Design principles)\\uff1f\", \"answer\": | ||
367 | \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 367 | \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
368 | \"pkg_answer\": \"\\u662f\", \"note\": | 368 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
369 | \"\\u53ef\\u8003\\u616e\\u7528\\u8a2d\\u8a08\\u539f\\u5247\"}, | 369 | \"\\u53ef\\u8003\\u616e\\u7528\\u8a2d\\u8a08\\u539f\\u5247\"}, | ||
370 | {\"cat\": \"Human Oversight\", \"serial\": \"1-11\", \"question\": | 370 | {\"cat\": \"Human Oversight\", \"serial\": \"1-11\", \"question\": | ||
371 | 5b78\\u7fd2\\u6216\\u81ea\\u4e3b\\u6027\\u7684\\u7279\\u8cea\\uff1f\", | 371 | 5b78\\u7fd2\\u6216\\u81ea\\u4e3b\\u6027\\u7684\\u7279\\u8cea\\uff1f\", | ||
372 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 372 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
373 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 373 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
374 | \"\\u5c1a\\u672a\\u63a1\\u53d6\"}, {\"cat\": \"Reliability, Fall-back | 374 | \"\\u5c1a\\u672a\\u63a1\\u53d6\"}, {\"cat\": \"Reliability, Fall-back | ||
375 | Plans and Reproducibility\", \"serial\": \"2-18-1\", \"question\": | 375 | Plans and Reproducibility\", \"serial\": \"2-18-1\", \"question\": | ||
376 | 8cf4\\u6027\\u53ca\\u518d\\u73fe\\u6027\\u7684\\u6d41\\u7a0b\\uff1f\", | 376 | 8cf4\\u6027\\u53ca\\u518d\\u73fe\\u6027\\u7684\\u6d41\\u7a0b\\uff1f\", | ||
377 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 377 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
378 | \"pkg_answer\": \"\\u662f\", \"note\": | 378 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
379 | 78b\\u8a13\\u7df4\\u6a94\\u5305\\u542b\\u76f8\\u95dc\\u7d00\\u9304\"}, | 379 | 78b\\u8a13\\u7df4\\u6a94\\u5305\\u542b\\u76f8\\u95dc\\u7d00\\u9304\"}, | ||
380 | {\"cat\": \"Resilience to Attack and Security\", \"serial\": | 380 | {\"cat\": \"Resilience to Attack and Security\", \"serial\": | ||
381 | \"2-3-2\", \"question\": | 381 | \"2-3-2\", \"question\": | ||
382 | 28\\u7684\\u653b\\u64ca\\u9ede\\u70ba\\uff1a(\\u53ef\\u8907\\u9078)\", | 382 | 28\\u7684\\u653b\\u64ca\\u9ede\\u70ba\\uff1a(\\u53ef\\u8907\\u9078)\", | ||
383 | \"answer\": \"\\u8907\\u9078^\\u8cc7\\u6599\\u6c61\\u67d3\\uff08Data | 383 | \"answer\": \"\\u8907\\u9078^\\u8cc7\\u6599\\u6c61\\u67d3\\uff08Data | ||
384 | poisoning, | 384 | poisoning, | ||
385 | 3\\u7df4\\u8cc7\\u6599\\uff09|\\u6a21\\u578b\\u898f\\u907f\\uff08Model | 385 | 3\\u7df4\\u8cc7\\u6599\\uff09|\\u6a21\\u578b\\u898f\\u907f\\uff08Model | ||
386 | evasion, | 386 | evasion, | ||
387 | 6\\u985e\\uff09|\\u6a21\\u578b\\u9006\\u5411\\u653b\\u64ca\\uff08Model | 387 | 6\\u985e\\uff09|\\u6a21\\u578b\\u9006\\u5411\\u653b\\u64ca\\uff08Model | ||
388 | inversion, | 388 | inversion, | ||
389 | 3a8\\u65b7\\u6a21\\u578b\\u53c3\\u6578\\uff09|\\u4e0d\\u9069\\u7528\", | 389 | 3a8\\u65b7\\u6a21\\u578b\\u53c3\\u6578\\uff09|\\u4e0d\\u9069\\u7528\", | ||
390 | \"pkg_answer\": \"\\u8cc7\\u6599\\u6c61\\u67d3\\uff08Data poisoning, | 390 | \"pkg_answer\": \"\\u8cc7\\u6599\\u6c61\\u67d3\\uff08Data poisoning, | ||
391 | \\u64cd\\u63a7\\u8a13\\u7df4\\u8cc7\\u6599\\uff09\", \"note\": | 391 | \\u64cd\\u63a7\\u8a13\\u7df4\\u8cc7\\u6599\\uff09\", \"note\": | ||
392 | 4c1\\u8cea\\u53ef\\u80fd\\u5f71\\u97ff\\u8fa8\\u8b58\\u7d50\\u679c\"}, | 392 | 4c1\\u8cea\\u53ef\\u80fd\\u5f71\\u97ff\\u8fa8\\u8b58\\u7d50\\u679c\"}, | ||
393 | {\"cat\": \"Risk Management\", \"serial\": \"7-5\", \"question\": | 393 | {\"cat\": \"Risk Management\", \"serial\": \"7-5\", \"question\": | ||
394 | 5728\\u4e0d\\u660e\\u78ba\\u7684\\u7070\\u8272\\u5730\\u5e36\\uff1f\", | 394 | 5728\\u4e0d\\u660e\\u78ba\\u7684\\u7070\\u8272\\u5730\\u5e36\\uff1f\", | ||
395 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 395 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
396 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 396 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
397 | {\"cat\": \"Communication\", \"serial\": \"4-5-3\", \"question\": | 397 | {\"cat\": \"Communication\", \"serial\": \"4-5-3\", \"question\": | ||
398 | 57f9\\u8a13\\u8cc7\\u6599\\u8207\\u514d\\u8cac\\u8072\\u660e\\uff1f\", | 398 | 57f9\\u8a13\\u8cc7\\u6599\\u8207\\u514d\\u8cac\\u8072\\u660e\\uff1f\", | ||
399 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 399 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
400 | \"pkg_answer\": \"\\u662f\", \"note\": | 400 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
401 | \"\\u4f9d\\u7167\\u5e73\\u53f0\\u6a19\\u6e96\\u5236\\u5b9a\\u4e4b\"}, | 401 | \"\\u4f9d\\u7167\\u5e73\\u53f0\\u6a19\\u6e96\\u5236\\u5b9a\\u4e4b\"}, | ||
402 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2-1\", | 402 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2-1\", | ||
403 | \"question\": | 403 | \"question\": | ||
404 | d6\\u5011\\u6b63\\u5728\\u8207AI\\u7cfb\\u7d71\\u4e92\\u52d5\\uff1f\", | 404 | d6\\u5011\\u6b63\\u5728\\u8207AI\\u7cfb\\u7d71\\u4e92\\u52d5\\uff1f\", | ||
405 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 405 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
406 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 406 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
407 | \"\\u7121\\u7279\\u5225\\u8aaa\\u660e\"}, {\"cat\": \"Data | 407 | \"\\u7121\\u7279\\u5225\\u8aaa\\u660e\"}, {\"cat\": \"Data | ||
408 | Governance\", \"serial\": \"3-5\", \"question\": | 408 | Governance\", \"serial\": \"3-5\", \"question\": | ||
409 | 79c1\\u53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\", | 409 | 79c1\\u53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\", | ||
410 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 410 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
411 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 411 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
412 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6\", | 412 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6\", | ||
413 | \"question\": | 413 | \"question\": | ||
414 | 2f\\u5426\\u6709\\u52de\\u52d5\\u529b\\u53bb\\u6280\\u8853\\u5316(risk | 414 | 2f\\u5426\\u6709\\u52de\\u52d5\\u529b\\u53bb\\u6280\\u8853\\u5316(risk | ||
415 | of de-skilling of the workforce)\\u7684\\u98a8\\u96aa\\uff1f\", | 415 | of de-skilling of the workforce)\\u7684\\u98a8\\u96aa\\uff1f\", | ||
416 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 416 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
417 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 417 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
418 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Traceability\", | 418 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Traceability\", | ||
419 | \"serial\": \"4-1-4\", \"question\": | 419 | \"serial\": \"4-1-4\", \"question\": | ||
420 | 55\\u4f30AI\\u7cfb\\u7d71\\u8f38\\u51fa\\u7684\\u54c1\\u8cea\\uff1f\", | 420 | 55\\u4f30AI\\u7cfb\\u7d71\\u8f38\\u51fa\\u7684\\u54c1\\u8cea\\uff1f\", | ||
421 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 421 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
422 | \"pkg_answer\": \"\\u5426\", \"note\": | 422 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
423 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"General Safety\", | 423 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"General Safety\", | ||
424 | \"serial\": \"2-8-1\", \"question\": | 424 | \"serial\": \"2-8-1\", \"question\": | ||
425 | 6feb\\u7528\\u6216\\u4e0d\\u7576\\u4f7f\\u7528\\u98a8\\u96aa\\uff1f\", | 425 | 6feb\\u7528\\u6216\\u4e0d\\u7576\\u4f7f\\u7528\\u98a8\\u96aa\\uff1f\", | ||
426 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 426 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
427 | \"pkg_answer\": \"\\u662f\", \"note\": | 427 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
428 | \"\\u61c9\\u4e0d\\u6703\\u906d\\u5230\\u60e1\\u610f\\u4f7f\\u7528\"}, | 428 | \"\\u61c9\\u4e0d\\u6703\\u906d\\u5230\\u60e1\\u610f\\u4f7f\\u7528\"}, | ||
429 | {\"cat\": \"Accuracy\", \"serial\": \"2-16\", \"question\": | 429 | {\"cat\": \"Accuracy\", \"serial\": \"2-16\", \"question\": | ||
430 | 40\\u671f\\u5f85\\u7684AI\\u6e96\\u78ba\\u6027\\u7a0b\\u5ea6\\uff1f\", | 430 | 40\\u671f\\u5f85\\u7684AI\\u6e96\\u78ba\\u6027\\u7a0b\\u5ea6\\uff1f\", | ||
431 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 431 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
432 | \"pkg_answer\": \"\\u5426\", \"note\": | 432 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
433 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | 433 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | ||
434 | Plans and Reproducibility\", \"serial\": \"2-19\", \"question\": | 434 | Plans and Reproducibility\", \"serial\": \"2-19\", \"question\": | ||
435 | u756b\\uff0c\\u4ee5\\u89e3\\u6c7a\\u4efb\\u4f55\\u4f86\\u6e90\\u7684AI | 435 | u756b\\uff0c\\u4ee5\\u89e3\\u6c7a\\u4efb\\u4f55\\u4f86\\u6e90\\u7684AI | ||
436 | 6cbb\\u7406\\u7a0b\\u5e8f\\u4f86\\u89f8\\u767c\\u5b83\\u5011\\uff1f\", | 436 | 6cbb\\u7406\\u7a0b\\u5e8f\\u4f86\\u89f8\\u767c\\u5b83\\u5011\\uff1f\", | ||
437 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 437 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
438 | \"pkg_answer\": \"\\u5426\", \"note\": | 438 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
439 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Human Agency and | 439 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Human Agency and | ||
440 | Autonomy\", \"serial\": \"1-3\", \"question\": | 440 | Autonomy\", \"serial\": \"1-3\", \"question\": | ||
441 | 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", | 441 | 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", | ||
442 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 442 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
443 | \"pkg_answer\": \"\\u5426\", \"note\": | 443 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
444 | 703\\u9020\\u6210\\u4f7f\\u7528\\u8005\\u904e\\u5ea6\\u4f9d\\u8cf4\"}, | 444 | 703\\u9020\\u6210\\u4f7f\\u7528\\u8005\\u904e\\u5ea6\\u4f9d\\u8cf4\"}, | ||
445 | {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-4\", | 445 | {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-4\", | ||
446 | \"question\": | 446 | \"question\": | ||
447 | 7a69\\u5065\\u6027\\u53ca\\u6574\\u9ad4\\u5b89\\u5168\\u6027\\uff1f\", | 447 | 7a69\\u5065\\u6027\\u53ca\\u6574\\u9ad4\\u5b89\\u5168\\u6027\\uff1f\", | ||
448 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 448 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
449 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 449 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
450 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u76f8\\u61c9\\u63aa\\u65bd\"}, | 450 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u76f8\\u61c9\\u63aa\\u65bd\"}, | ||
451 | {\"cat\": \"General Safety\", \"serial\": \"2-8-2\", \"question\": | 451 | {\"cat\": \"General Safety\", \"serial\": \"2-8-2\", \"question\": | ||
452 | 83c\\u5b8c\\u6574\\u6027\\uff1a\\u8eab\\u5fc3\\u5b8c\\u6574\\u6027)\", | 452 | 83c\\u5b8c\\u6574\\u6027\\uff1a\\u8eab\\u5fc3\\u5b8c\\u6574\\u6027)\", | ||
453 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 453 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
454 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 454 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
455 | \"\\u5c1a\\u672a\\u5b9a\\u7fa9\"}, {\"cat\": \"Data Governance\", | 455 | \"\\u5c1a\\u672a\\u5b9a\\u7fa9\"}, {\"cat\": \"Data Governance\", | ||
456 | \"serial\": \"3-6\", \"question\": | 456 | \"serial\": \"3-6\", \"question\": | ||
457 | \u7cfb\\u7d71\\u7b26\\u5408\\u76f8\\u95dc\\u6a19\\u6e96(\\u4f8b\\u5982 | 457 | \u7cfb\\u7d71\\u7b26\\u5408\\u76f8\\u95dc\\u6a19\\u6e96(\\u4f8b\\u5982 | ||
458 | 8cc7\\u6599\\u7ba1\\u7406\\u53ca\\u6cbb\\u7406\\u5354\\u5b9a\\uff1f\", | 458 | 8cc7\\u6599\\u7ba1\\u7406\\u53ca\\u6cbb\\u7406\\u5354\\u5b9a\\uff1f\", | ||
459 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 459 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
460 | \"pkg_answer\": \"\\u662f\", \"note\": | 460 | \"pkg_answer\": \"\\u662f\", \"note\": | ||
461 | e73\\u53f0https://aidata.nchu.edu.tw/smarter/\\u4e4b\\u898f\\u5b9a\"}, | 461 | e73\\u53f0https://aidata.nchu.edu.tw/smarter/\\u4e4b\\u898f\\u5b9a\"}, | ||
462 | {\"cat\": \"Traceability\", \"serial\": \"4-1-5\", \"question\": | 462 | {\"cat\": \"Traceability\", \"serial\": \"4-1-5\", \"question\": | ||
463 | 04AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", | 463 | 04AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", | ||
464 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 464 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
465 | \"pkg_answer\": \"\\u5426\", \"note\": | 465 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
466 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Avoidance of Unfair | 466 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Avoidance of Unfair | ||
467 | Bias\", \"serial\": \"5-2-4\", \"question\": | 467 | Bias\", \"serial\": \"5-2-4\", \"question\": | ||
468 | 9ad4\\u7684\\u591a\\u6a23\\u6027\\u8207\\u4ee3\\u8868\\u6027\\uff1f\", | 468 | 9ad4\\u7684\\u591a\\u6a23\\u6027\\u8207\\u4ee3\\u8868\\u6027\\uff1f\", | ||
469 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 469 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
470 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 470 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
471 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-9\", | 471 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-9\", | ||
472 | \"question\": | 472 | \"question\": | ||
473 | 3ca/\\u6216\\u4e3b\\u9ad4\\u7684\\u5404\\u7a2e\\u5f71\\u97ff\\uff1f\", | 473 | 3ca/\\u6216\\u4e3b\\u9ad4\\u7684\\u5404\\u7a2e\\u5f71\\u97ff\\uff1f\", | ||
474 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 474 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
475 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 475 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
476 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6-1\", | 476 | {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6-1\", | ||
477 | \"question\": | 477 | \"question\": | ||
478 | 7de9\\u89e3\\u53bb\\u6280\\u8853\\u5316\\u7684\\u98a8\\u96aa\\uff1f\", | 478 | 7de9\\u89e3\\u53bb\\u6280\\u8853\\u5316\\u7684\\u98a8\\u96aa\\uff1f\", | ||
479 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 479 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
480 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 480 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
481 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Risk Management\", | 481 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Risk Management\", | ||
482 | \"serial\": \"7-6\", \"question\": | 482 | \"serial\": \"7-6\", \"question\": | ||
483 | 2c\\u53ef\\u4fe1\\u4efbAI\\u81ea\\u6211\\u8a55\\u4f30\\u8868\\uff1f\", | 483 | 2c\\u53ef\\u4fe1\\u4efbAI\\u81ea\\u6211\\u8a55\\u4f30\\u8868\\uff1f\", | ||
484 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 484 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
485 | \"pkg_answer\": \"\\u5426\", \"note\": | 485 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
486 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Risk Management\", | 486 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Risk Management\", | ||
487 | \"serial\": \"7-6-1\", \"question\": | 487 | \"serial\": \"7-6-1\", \"question\": | ||
488 | f5c\\u51fa\\u300c\\u6b0a\\u8861\\u6c7a\\u5b9a\\u300d(\\\"trade-off\\\" | 488 | f5c\\u51fa\\u300c\\u6b0a\\u8861\\u6c7a\\u5b9a\\u300d(\\\"trade-off\\\" | ||
489 | decisions)\\u7684\\u89e3\\u91cb\\uff1f\", \"answer\": | 489 | decisions)\\u7684\\u89e3\\u91cb\\uff1f\", \"answer\": | ||
490 | \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 490 | \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
491 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 491 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
492 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | 492 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | ||
493 | Bias\", \"serial\": \"5-3\", \"question\": | 493 | Bias\", \"serial\": \"5-3\", \"question\": | ||
494 | 6642\\uff0c\\u53ef\\u80fd\\u6ce8\\u5165\\u7684\\u504f\\u898b\\uff1f\", | 494 | 6642\\uff0c\\u53ef\\u80fd\\u6ce8\\u5165\\u7684\\u504f\\u898b\\uff1f\", | ||
495 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 495 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
496 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 496 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
497 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | 497 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | ||
498 | Plans and Reproducibility\", \"serial\": \"2-20\", \"question\": | 498 | Plans and Reproducibility\", \"serial\": \"2-20\", \"question\": | ||
499 | 679c\\uff0c\\u4fe1\\u4efb\\u5ea6\\u4f4e\\u7684\\u60c5\\u6cc1\\uff1f\", | 499 | 679c\\uff0c\\u4fe1\\u4efb\\u5ea6\\u4f4e\\u7684\\u60c5\\u6cc1\\uff1f\", | ||
500 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 500 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
501 | \"pkg_answer\": \"\\u5426\", \"note\": | 501 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
502 | \"\\u5c1a\\u672a\\u5236\\u5b9a\"}, {\"cat\": \"Resilience to Attack | 502 | \"\\u5c1a\\u672a\\u5236\\u5b9a\"}, {\"cat\": \"Resilience to Attack | ||
503 | and Security\", \"serial\": \"2-5\", \"question\": | 503 | and Security\", \"serial\": \"2-5\", \"question\": | ||
504 | \\u662f\\u5426\\u5df2\\u5c0d\\u7cfb\\u7d71\\u9032\\u884c\\u7d05\\u968a | 504 | \\u662f\\u5426\\u5df2\\u5c0d\\u7cfb\\u7d71\\u9032\\u884c\\u7d05\\u968a | ||
505 | / \\u6e2c\\u8a66\\uff1f\", \"answer\": | 505 | / \\u6e2c\\u8a66\\uff1f\", \"answer\": | ||
506 | \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 506 | \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
507 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 507 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
508 | \"\\u5c1a\\u672a\\u6e2c\\u8a66\"}, {\"cat\": \"Accessibility and | 508 | \"\\u5c1a\\u672a\\u6e2c\\u8a66\"}, {\"cat\": \"Accessibility and | ||
509 | Universal Design\", \"serial\": \"5-9-1\", \"question\": | 509 | Universal Design\", \"serial\": \"5-9-1\", \"question\": | ||
510 | 005\\u8207/\\u6216\\u4e3b\\u9ad4\\u9032\\u884c\\u63a5\\u89f8\\uff1f\", | 510 | 005\\u8207/\\u6216\\u4e3b\\u9ad4\\u9032\\u884c\\u63a5\\u89f8\\uff1f\", | ||
511 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 511 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
512 | \"pkg_answer\": \"\\u5426\", \"note\": | 512 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
513 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Human Agency and | 513 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Human Agency and | ||
514 | Autonomy\", \"serial\": \"1-3-1\", \"question\": | 514 | Autonomy\", \"serial\": \"1-3-1\", \"question\": | ||
515 | 42\\u7aef\\u4f7f\\u7528\\u8005\\u904e\\u5ea6\\u4f9d\\u8cf4AI\\uff1f\", | 515 | 42\\u7aef\\u4f7f\\u7528\\u8005\\u904e\\u5ea6\\u4f9d\\u8cf4AI\\uff1f\", | ||
516 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 516 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
517 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 517 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
518 | \"\\u5c1a\\u672a\\u5236\\u5b9a\\u7a0b\\u5e8f\"}, {\"cat\": \"Impact on | 518 | \"\\u5c1a\\u672a\\u5236\\u5b9a\\u7a0b\\u5e8f\"}, {\"cat\": \"Impact on | ||
519 | Work and Skills\", \"serial\": \"6-7\", \"question\": | 519 | Work and Skills\", \"serial\": \"6-7\", \"question\": | ||
520 | 16\\u9700\\u6c42\\u65b0\\u7684(\\u6578\\u4f4d)\\u6280\\u80fd\\uff1f\", | 520 | 16\\u9700\\u6c42\\u65b0\\u7684(\\u6578\\u4f4d)\\u6280\\u80fd\\uff1f\", | ||
521 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 521 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
522 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 522 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
523 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"General Safety\", | 523 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"General Safety\", | ||
524 | \"serial\": \"2-9\", \"question\": | 524 | \"serial\": \"2-9\", \"question\": | ||
525 | 53ef\\u4fe1\\u8cf4\\u884c\\u70ba\\u7684\\u4f9d\\u8cf4\\u6027\\uff1f\", | 525 | 53ef\\u4fe1\\u8cf4\\u884c\\u70ba\\u7684\\u4f9d\\u8cf4\\u6027\\uff1f\", | ||
526 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 526 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
527 | \"pkg_answer\": \"\\u5426\", \"note\": | 527 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
528 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Human Agency and | 528 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Human Agency and | ||
529 | Autonomy\", \"serial\": \"1-4\", \"question\": | 529 | Autonomy\", \"serial\": \"1-4\", \"question\": | ||
530 | 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", | 530 | 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", | ||
531 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 531 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
532 | \"pkg_answer\": \"\\u5426\", \"note\": | 532 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
533 | d42\\u7aef\\u4f7f\\u7528\\u8005\\u7684\\u6c7a\\u7b56\\u904e\\u7a0b\"}, | 533 | d42\\u7aef\\u4f7f\\u7528\\u8005\\u7684\\u6c7a\\u7b56\\u904e\\u7a0b\"}, | ||
534 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": | 534 | {\"cat\": \"Accessibility and Universal Design\", \"serial\": | ||
535 | \"5-9-2\", \"question\": | 535 | \"5-9-2\", \"question\": | ||
536 | f8b\\u5730\\u5f71\\u97ff\\uff1a\\u904e\\u5ea6\\u5730\\u5f71\\u97ff)\", | 536 | f8b\\u5730\\u5f71\\u97ff\\uff1a\\u904e\\u5ea6\\u5730\\u5f71\\u97ff)\", | ||
537 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 537 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
538 | \"pkg_answer\": \"\\u5426\", \"note\": | 538 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
539 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | 539 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | ||
540 | Bias\", \"serial\": \"5-4\", \"question\": | 540 | Bias\", \"serial\": \"5-4\", \"question\": | ||
541 | 4e0d\\u826f\\u6027\\u80fd\\u7684\\u76f8\\u95dc\\u554f\\u984c\\uff1f\", | 541 | 4e0d\\u826f\\u6027\\u80fd\\u7684\\u76f8\\u95dc\\u554f\\u984c\\uff1f\", | ||
542 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 542 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
543 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 543 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
544 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | 544 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Reliability, Fall-back | ||
545 | Plans and Reproducibility\", \"serial\": \"2-21\", \"question\": | 545 | Plans and Reproducibility\", \"serial\": \"2-21\", \"question\": | ||
546 | 7f\\u7528(\\u7dda\\u4e0a)\\u6301\\u7e8c\\u7684\\u5b78\\u7fd2\\uff1f\", | 546 | 7f\\u7528(\\u7dda\\u4e0a)\\u6301\\u7e8c\\u7684\\u5b78\\u7fd2\\uff1f\", | ||
547 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 547 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
548 | \"pkg_answer\": \"\\u5426\", \"note\": | 548 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
549 | \"\\u5c1a\\u672a\\u898f\\u5283\\u8a72\\u529f\\u80fd\"}, {\"cat\": | 549 | \"\\u5c1a\\u672a\\u898f\\u5283\\u8a72\\u529f\\u80fd\"}, {\"cat\": | ||
550 | \"General Safety\", \"serial\": \"2-9-1\", \"question\": | 550 | \"General Safety\", \"serial\": \"2-9-1\", \"question\": | ||
551 | 5b9a\\u6027\\u8207\\u53ef\\u4fe1\\u8cf4\\u6027\\u6c34\\u5e73\\uff1f\", | 551 | 5b9a\\u6027\\u8207\\u53ef\\u4fe1\\u8cf4\\u6027\\u6c34\\u5e73\\uff1f\", | ||
552 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 552 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
553 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 553 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
554 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Impact on Work and | 554 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Impact on Work and | ||
555 | Skills\", \"serial\": \"6-7-1\", \"question\": | 555 | Skills\", \"serial\": \"6-7-1\", \"question\": | ||
556 | 63d0\\u4f9b\\u57f9\\u8a13\\u6a5f\\u6703\\u8207\\u6750\\u6599\\uff1f\", | 556 | 63d0\\u4f9b\\u57f9\\u8a13\\u6a5f\\u6703\\u8207\\u6750\\u6599\\uff1f\", | ||
557 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 557 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
558 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 558 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
559 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Resilience to Attack | 559 | \"\\u5c1a\\u672a\\u5efa\\u7acb\"}, {\"cat\": \"Resilience to Attack | ||
560 | and Security\", \"serial\": \"2-6\", \"question\": | 560 | and Security\", \"serial\": \"2-6\", \"question\": | ||
561 | 5b89\\u5168\\u64d4\\u4fdd\\u53ca\\u66f4\\u65b0\\u671f\\u9593\\uff1f\", | 561 | 5b89\\u5168\\u64d4\\u4fdd\\u53ca\\u66f4\\u65b0\\u671f\\u9593\\uff1f\", | ||
562 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 562 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
563 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 563 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
564 | \"\\u898f\\u5283\\u4e2d\"}, {\"cat\": \"Risk Management\", \"serial\": | 564 | \"\\u898f\\u5283\\u4e2d\"}, {\"cat\": \"Risk Management\", \"serial\": | ||
565 | \"7-6-2\", \"question\": | 565 | \"7-6-2\", \"question\": | ||
566 | 4e4b\\u4eba\\uff0c\\u63d0\\u4f9b\\u9069\\u7576\\u57f9\\u8a13\\uff1f\", | 566 | 4e4b\\u4eba\\uff0c\\u63d0\\u4f9b\\u9069\\u7576\\u57f9\\u8a13\\uff1f\", | ||
567 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 567 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
568 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 568 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
569 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | 569 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | ||
570 | Bias\", \"serial\": \"5-4-1\", \"question\": | 570 | Bias\", \"serial\": \"5-4-1\", \"question\": | ||
571 | 78ba\\u7684\\u6e9d\\u901a\\u6b65\\u9a5f\\u53ca\\u65b9\\u6cd5\\uff1f\", | 571 | 78ba\\u7684\\u6e9d\\u901a\\u6b65\\u9a5f\\u53ca\\u65b9\\u6cd5\\uff1f\", | ||
572 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 572 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
573 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 573 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
574 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Accessibility and | 574 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Accessibility and | ||
575 | Universal Design\", \"serial\": \"5-9-3\", \"question\": | 575 | Universal Design\", \"serial\": \"5-9-3\", \"question\": | ||
576 | 80fd\\u9020\\u6210\\u7684\\u4e0d\\u516c\\u5e73\\u98a8\\u96aa\\uff1f\", | 576 | 80fd\\u9020\\u6210\\u7684\\u4e0d\\u516c\\u5e73\\u98a8\\u96aa\\uff1f\", | ||
577 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 577 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
578 | \"pkg_answer\": \"\\u5426\", \"note\": | 578 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
579 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Resilience to Attack | 579 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Resilience to Attack | ||
580 | and Security\", \"serial\": \"2-6-1\", \"question\": | 580 | and Security\", \"serial\": \"2-6-1\", \"question\": | ||
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582 | \"answer\": | 582 | \"answer\": | ||
583 | \"\\u55ae\\u9078^3\\u500b\\u6708|\\u534a\\u5e74|\\u4e00\\u5e74\", | 583 | \"\\u55ae\\u9078^3\\u500b\\u6708|\\u534a\\u5e74|\\u4e00\\u5e74\", | ||
584 | \"pkg_answer\": \"\\u534a\\u5e74\", \"note\": | 584 | \"pkg_answer\": \"\\u534a\\u5e74\", \"note\": | ||
585 | 536\\u96c6\\u60c5\\u6cc1\\u91cd\\u65b0\\u8a13\\u7df4\\u6a21\\u578b\"}, | 585 | 536\\u96c6\\u60c5\\u6cc1\\u91cd\\u65b0\\u8a13\\u7df4\\u6a21\\u578b\"}, | ||
586 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-4-1\", | 586 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-4-1\", | ||
587 | \"question\": | 587 | \"question\": | ||
588 | 4e2d\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", | 588 | 4e2d\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", | ||
589 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 589 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
590 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 590 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
591 | \"\\u5c1a\\u672a\\u5236\\u5b9a\\u7a0b\\u5e8f\"}, {\"cat\": \"Risk | 591 | \"\\u5c1a\\u672a\\u5236\\u5b9a\\u7a0b\\u5e8f\"}, {\"cat\": \"Risk | ||
592 | Management\", \"serial\": \"7-6-3\", \"question\": | 592 | Management\", \"serial\": \"7-6-3\", \"question\": | ||
593 | 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\", | 593 | 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\", | ||
594 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 594 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
595 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 595 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
596 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Reliability, Fall-back | 596 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Reliability, Fall-back | ||
597 | Plans and Reproducibility\", \"serial\": \"2-21-1\", \"question\": | 597 | Plans and Reproducibility\", \"serial\": \"2-21-1\", \"question\": | ||
598 | 6703\\u6709\\u6f5b\\u5728\\u7684\\u8ca0\\u9762\\u7d50\\u679c\\uff1f\", | 598 | 6703\\u6709\\u6f5b\\u5728\\u7684\\u8ca0\\u9762\\u7d50\\u679c\\uff1f\", | ||
599 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 599 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
600 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 600 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
601 | {\"cat\": \"General Safety\", \"serial\": \"2-10\", \"question\": | 601 | {\"cat\": \"General Safety\", \"serial\": \"2-10\", \"question\": | ||
602 | df2\\u900f\\u904e\\u4e00\\u500b\\u5099\\u4efd\\u7cfb\\u7d71(duplicated | 602 | df2\\u900f\\u904e\\u4e00\\u500b\\u5099\\u4efd\\u7cfb\\u7d71(duplicated | ||
603 | 0b3\\u7d71\\u300d\\u7684)\\u4f86\\u6e96\\u5099\\u5bb9\\u932f\\uff1f\", | 603 | 0b3\\u7d71\\u300d\\u7684)\\u4f86\\u6e96\\u5099\\u5bb9\\u932f\\uff1f\", | ||
604 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 604 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
605 | \"pkg_answer\": \"\\u5426\", \"note\": | 605 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
606 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Human Agency and | 606 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Human Agency and | ||
607 | Autonomy\", \"serial\": \"1-5\", \"question\": | 607 | Autonomy\", \"serial\": \"1-5\", \"question\": | ||
608 | 4e3b\\u9ad4\\u4e4b\\u9593\\u7684\\u793e\\u4ea4\\u4e92\\u52d5\\uff1f\", | 608 | 4e3b\\u9ad4\\u4e4b\\u9593\\u7684\\u793e\\u4ea4\\u4e92\\u52d5\\uff1f\", | ||
609 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 609 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
610 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 610 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
611 | \"\\u5c1a\\u672a\\u6a21\\u64ec\"}, {\"cat\": \"Avoidance of Unfair | 611 | \"\\u5c1a\\u672a\\u6a21\\u64ec\"}, {\"cat\": \"Avoidance of Unfair | ||
612 | Bias\", \"serial\": \"5-4-2\", \"question\": | 612 | Bias\", \"serial\": \"5-4-2\", \"question\": | ||
613 | a5\\u53d7AI\\u7cfb\\u7d71\\u5f71\\u97ff\\u7684\\u4e3b\\u9ad4\\uff1f\", | 613 | a5\\u53d7AI\\u7cfb\\u7d71\\u5f71\\u97ff\\u7684\\u4e3b\\u9ad4\\uff1f\", | ||
614 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 614 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
615 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 615 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
616 | \"\\u5c1a\\u672a\\u6e05\\u695a\"}, {\"cat\": \"General Safety\", | 616 | \"\\u5c1a\\u672a\\u6e05\\u695a\"}, {\"cat\": \"General Safety\", | ||
617 | \"serial\": \"2-11\", \"question\": | 617 | \"serial\": \"2-11\", \"question\": | ||
618 | 6027\\u53ca\\u5b89\\u5168\\u6027\\u9032\\u884c\\u5be9\\u67e5\\uff1f\", | 618 | 6027\\u53ca\\u5b89\\u5168\\u6027\\u9032\\u884c\\u5be9\\u67e5\\uff1f\", | ||
619 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 619 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
620 | \"pkg_answer\": \"\\u5426\", \"note\": | 620 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
621 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Risk Management\", | 621 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Risk Management\", | ||
622 | \"serial\": \"7-7\", \"question\": | 622 | \"serial\": \"7-7\", \"question\": | ||
623 | 3001\\u98a8\\u96aa\\u6216\\u504f\\u898b\\u7684\\u6d41\\u7a0b\\uff1f\", | 623 | 3001\\u98a8\\u96aa\\u6216\\u504f\\u898b\\u7684\\u6d41\\u7a0b\\uff1f\", | ||
624 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 624 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
625 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 625 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
626 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Risk Management\", | 626 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Risk Management\", | ||
627 | \"serial\": \"7-7-1\", \"question\": | 627 | \"serial\": \"7-7-1\", \"question\": | ||
628 | 98a8\\u96aa\\u7ba1\\u7406\\u6d41\\u7a0b\\u7684\\u4fee\\u8a02\\uff1f\", | 628 | 98a8\\u96aa\\u7ba1\\u7406\\u6d41\\u7a0b\\u7684\\u4fee\\u8a02\\uff1f\", | ||
629 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 629 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
630 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 630 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
631 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | 631 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Avoidance of Unfair | ||
632 | Bias\", \"serial\": \"5-5\", \"question\": | 632 | Bias\", \"serial\": \"5-5\", \"question\": | ||
633 | 5efa\\u7f6e\\u904e\\u7a0b\\u7684\\u4efb\\u4f55\\u968e\\u6bb5\\uff1f\", | 633 | 5efa\\u7f6e\\u904e\\u7a0b\\u7684\\u4efb\\u4f55\\u968e\\u6bb5\\uff1f\", | ||
634 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 634 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
635 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 635 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
636 | 72a\\u7d0d\\u5165\\u6a21\\u578b\\u8a13\\u7df4\\u4e4b\\u8003\\u91cf\"}, | 636 | 72a\\u7d0d\\u5165\\u6a21\\u578b\\u8a13\\u7df4\\u4e4b\\u8003\\u91cf\"}, | ||
637 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-6\", | 637 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-6\", | ||
638 | \"question\": | 638 | \"question\": | ||
639 | 7e31\\u4f7f\\u7528\\u8005\\u884c\\u70ba\\u7684\\u98a8\\u96aa\\uff1f\", | 639 | 7e31\\u4f7f\\u7528\\u8005\\u884c\\u70ba\\u7684\\u98a8\\u96aa\\uff1f\", | ||
640 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 640 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
641 | \"pkg_answer\": \"\\u5426\", \"note\": | 641 | \"pkg_answer\": \"\\u5426\", \"note\": | ||
642 | 210\\u904e\\u5ea6\\u4f9d\\u8cf4\\u8207\\u6210\\u766e\\u884c\\u70ba\"}, | 642 | 210\\u904e\\u5ea6\\u4f9d\\u8cf4\\u8207\\u6210\\u766e\\u884c\\u70ba\"}, | ||
643 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-1\", | 643 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-1\", | ||
644 | \"question\": | 644 | \"question\": | ||
645 | 616e\\u904e\\u5176\\u4ed6\\u516c\\u5e73\\u7684\\u5b9a\\u7fa9\\uff1f\", | 645 | 616e\\u904e\\u5176\\u4ed6\\u516c\\u5e73\\u7684\\u5b9a\\u7fa9\\uff1f\", | ||
646 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 646 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
647 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | 647 | \"pkg_answer\": \"\\u662f\", \"note\": \"\\u5df2\\u8003\\u616e\"}, | ||
648 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-6-1\", | 648 | {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-6-1\", | ||
649 | \"question\": | 649 | \"question\": | ||
650 | bd4\\u4f8b\\u7684\\u4f9d\\u8cf4\\uff1a\\u904e\\u5ea6\\u4f9d\\u8cf4)\", | 650 | bd4\\u4f8b\\u7684\\u4f9d\\u8cf4\\uff1a\\u904e\\u5ea6\\u4f9d\\u8cf4)\", | ||
651 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 651 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
652 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 652 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
653 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u8655\\u7406\\u63aa\\u65bd\"}, | 653 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u8655\\u7406\\u63aa\\u65bd\"}, | ||
654 | {\"cat\": \"Risk Management\", \"serial\": \"7-8\", \"question\": | 654 | {\"cat\": \"Risk Management\", \"serial\": \"7-8\", \"question\": | ||
655 | 5373\\u8003\\u616e\\u5efa\\u7acb\\u88dc\\u6551\\u6a5f\\u5236\\uff1f\", | 655 | 5373\\u8003\\u616e\\u5efa\\u7acb\\u88dc\\u6551\\u6a5f\\u5236\\uff1f\", | ||
656 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 656 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
657 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 657 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
658 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Human Agency and | 658 | \"\\u5c1a\\u672a\\u8a55\\u4f30\"}, {\"cat\": \"Human Agency and | ||
659 | Autonomy\", \"serial\": \"1-6-2\", \"question\": | 659 | Autonomy\", \"serial\": \"1-6-2\", \"question\": | ||
660 | 6210\\u766e\\u98a8\\u96aa\\uff0c\\u964d\\u5230\\u6700\\u4f4e\\uff1f\", | 660 | 6210\\u766e\\u98a8\\u96aa\\uff0c\\u964d\\u5230\\u6700\\u4f4e\\uff1f\", | ||
661 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 661 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
662 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 662 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
663 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u76f8\\u61c9\\u63aa\\u65bd\"}, | 663 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u76f8\\u61c9\\u63aa\\u65bd\"}, | ||
664 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-2\", | 664 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-2\", | ||
665 | \"question\": | 665 | \"question\": | ||
666 | 5e74\\u4eba\\u6216\\u5931\\u80fd\\u8005\\u7684\\u4ee3\\u8868\\uff1f\", | 666 | 5e74\\u4eba\\u6216\\u5931\\u80fd\\u8005\\u7684\\u4ee3\\u8868\\uff1f\", | ||
667 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 667 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
668 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 668 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
669 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Human Agency and | 669 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Human Agency and | ||
670 | Autonomy\", \"serial\": \"1-6-3\", \"question\": | 670 | Autonomy\", \"serial\": \"1-6-3\", \"question\": | ||
671 | 4e\\u64cd\\u63a7(\\u4f7f\\u7528\\u8005)\\u7684\\u98a8\\u96aa\\uff1f\", | 671 | 4e\\u64cd\\u63a7(\\u4f7f\\u7528\\u8005)\\u7684\\u98a8\\u96aa\\uff1f\", | ||
672 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 672 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
673 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 673 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
674 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u76f8\\u61c9\\u63aa\\u65bd\"}, | 674 | \"\\u5c1a\\u672a\\u5efa\\u7acb\\u76f8\\u61c9\\u63aa\\u65bd\"}, | ||
675 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-3\", | 675 | {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-3\", | ||
676 | \"question\": | 676 | \"question\": | ||
677 | 8a66\\u6240\\u9069\\u7528\\u7684\\u516c\\u5e73\\u5b9a\\u7fa9\\uff1f\", | 677 | 8a66\\u6240\\u9069\\u7528\\u7684\\u516c\\u5e73\\u5b9a\\u7fa9\\uff1f\", | ||
678 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | 678 | \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", | ||
679 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | 679 | \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": | ||
680 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Avoidance of Unfair | 680 | \"\\u5c1a\\u672a\\u898f\\u5283\"}, {\"cat\": \"Avoidance of Unfair | ||
681 | Bias\", \"serial\": \"5-5-4\", \"question\": | 681 | Bias\", \"serial\": \"5-5-4\", \"question\": | ||
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1031 | "nchu_text_dataset_authorize_file": | 1031 | "nchu_text_dataset_authorize_file": | ||
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1033 | "nchu_text_dataset_framework": "ResNet 34", | 1033 | "nchu_text_dataset_framework": "ResNet 34", | ||
1034 | "nchu_text_dataset_maintainer_email": "ms2977@dragon.nchu.edu.tw", | 1034 | "nchu_text_dataset_maintainer_email": "ms2977@dragon.nchu.edu.tw", | ||
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1036 | "nchu_text_dataset_maintainer_tel": "04-22840777#202", | 1036 | "nchu_text_dataset_maintainer_tel": "04-22840777#202", | ||
1037 | "nchu_text_dataset_name_4code": "irec", | 1037 | "nchu_text_dataset_name_4code": "irec", | ||
1038 | "nchu_text_dataset_name_4serial": "tver", | 1038 | "nchu_text_dataset_name_4serial": "tver", | ||
1039 | "nchu_text_dataset_name_6serial": "0002", | 1039 | "nchu_text_dataset_name_6serial": "0002", | ||
1040 | "nchu_text_dataset_name_id": "teadis", | 1040 | "nchu_text_dataset_name_id": "teadis", | ||
1041 | "nchu_text_dataset_name_org_eng_shortname": "04", | 1041 | "nchu_text_dataset_name_org_eng_shortname": "04", | ||
1042 | "nchu_text_dataset_name_project": "smarter", | 1042 | "nchu_text_dataset_name_project": "smarter", | ||
1043 | "nchu_text_dataset_name_yyyymmdd": "20230627", | 1043 | "nchu_text_dataset_name_yyyymmdd": "20230627", | ||
1044 | "nchu_text_dataset_performance_capacity": "83.4MB", | 1044 | "nchu_text_dataset_performance_capacity": "83.4MB", | ||
1045 | "nchu_text_dataset_performance_cpu_model": "Intel Core i7-12700", | 1045 | "nchu_text_dataset_performance_cpu_model": "Intel Core i7-12700", | ||
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1047 | "nchu_text_dataset_performance_gpu_model": "Nvidia GeForce RTX3080", | 1047 | "nchu_text_dataset_performance_gpu_model": "Nvidia GeForce RTX3080", | ||
1048 | "nchu_text_dataset_performance_gpu_num": "6", | 1048 | "nchu_text_dataset_performance_gpu_num": "6", | ||
1049 | "nchu_text_dataset_performance_mark_datatype": "classes", | 1049 | "nchu_text_dataset_performance_mark_datatype": "classes", | ||
1050 | "nchu_text_dataset_performance_mark_source": | 1050 | "nchu_text_dataset_performance_mark_source": | ||
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1053 | "nchu_text_dataset_performance_memory_usage": "1567MB", | 1053 | "nchu_text_dataset_performance_memory_usage": "1567MB", | ||
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1060 | "nchu_text_dataset_performance_result": "F1-score=85%", | 1060 | "nchu_text_dataset_performance_result": "F1-score=85%", | ||
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1063 | "nchu_text_dataset_performance_result_type": "F1-score", | 1063 | "nchu_text_dataset_performance_result_type": "F1-score", | ||
1064 | "nchu_text_dataset_provider_email": "yshen@nchu.edu.tw", | 1064 | "nchu_text_dataset_provider_email": "yshen@nchu.edu.tw", | ||
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1067 | "nchu_text_dataset_provider_tel": "04-22872619", | 1067 | "nchu_text_dataset_provider_tel": "04-22872619", | ||
1068 | "nchu_text_dataset_serial": "20230627110236", | 1068 | "nchu_text_dataset_serial": "20230627110236", | ||
1069 | "nchu_text_dataset_source": "\u5f15\u7528", | 1069 | "nchu_text_dataset_source": "\u5f15\u7528", | ||
1070 | "nchu_text_dataset_title_eng": "Tea disease identification model", | 1070 | "nchu_text_dataset_title_eng": "Tea disease identification model", | ||
1071 | "nchu_text_dataset_training_capacity": "83.4MB", | 1071 | "nchu_text_dataset_training_capacity": "83.4MB", | ||
1072 | "nchu_text_dataset_training_cpu_model": "Intel Core i7-12700", | 1072 | "nchu_text_dataset_training_cpu_model": "Intel Core i7-12700", | ||
1073 | "nchu_text_dataset_training_cpu_num": "6", | 1073 | "nchu_text_dataset_training_cpu_num": "6", | ||
1074 | "nchu_text_dataset_training_gpu_model": "Nvidia GeForce RTX3080", | 1074 | "nchu_text_dataset_training_gpu_model": "Nvidia GeForce RTX3080", | ||
1075 | "nchu_text_dataset_training_gpu_num": "6", | 1075 | "nchu_text_dataset_training_gpu_num": "6", | ||
1076 | "nchu_text_dataset_training_mark_datatype": "bounding box, classes", | 1076 | "nchu_text_dataset_training_mark_datatype": "bounding box, classes", | ||
1077 | "nchu_text_dataset_training_mark_source": | 1077 | "nchu_text_dataset_training_mark_source": | ||
1078 | "\u8a08\u756b\u81ea\u884c\u958b\u767c\u4e4b\u6a19\u8a3b\u5de5\u5177", | 1078 | "\u8a08\u756b\u81ea\u884c\u958b\u767c\u4e4b\u6a19\u8a3b\u5de5\u5177", | ||
1079 | "nchu_text_dataset_training_mark_source_file": "", | 1079 | "nchu_text_dataset_training_mark_source_file": "", | ||
1080 | "nchu_text_dataset_training_memory_usage": "1567 MB", | 1080 | "nchu_text_dataset_training_memory_usage": "1567 MB", | ||
1081 | "nchu_text_dataset_training_ref_filetype": "\u5f71\u50cf", | 1081 | "nchu_text_dataset_training_ref_filetype": "\u5f71\u50cf", | ||
1082 | "nchu_text_dataset_training_ref_id": | 1082 | "nchu_text_dataset_training_ref_id": | ||
1083 | "9f2850f1-eb0b-46f5-8458-d0aad94ef505", | 1083 | "9f2850f1-eb0b-46f5-8458-d0aad94ef505", | ||
1084 | "nchu_text_dataset_training_ref_obtain_method": | 1084 | "nchu_text_dataset_training_ref_obtain_method": | ||
1085 | "\u81ea\u884c\u8490\u96c6", | 1085 | "\u81ea\u884c\u8490\u96c6", | ||
1086 | "nchu_text_dataset_training_ref_privaricy": | 1086 | "nchu_text_dataset_training_ref_privaricy": | ||
1087 | "\u7121\u542b\u500b\u8cc7", | 1087 | "\u7121\u542b\u500b\u8cc7", | ||
1088 | "nchu_text_dataset_training_result": "accuracy=97%, precision=87%, | 1088 | "nchu_text_dataset_training_result": "accuracy=97%, precision=87%, | ||
1089 | recall=71%, F1-score=76%", | 1089 | recall=71%, F1-score=76%", | ||
1090 | "nchu_text_dataset_training_result_outout_type": "classes", | 1090 | "nchu_text_dataset_training_result_outout_type": "classes", | ||
1091 | "nchu_text_dataset_training_result_type": "accuracy, precision, | 1091 | "nchu_text_dataset_training_result_type": "accuracy, precision, | ||
1092 | recall, F1-score", | 1092 | recall, F1-score", | ||
1093 | "nchu_text_dataset_try_out_resource": | 1093 | "nchu_text_dataset_try_out_resource": | ||
1094 | "ed21f5b7-3ce1-444f-a3df-694f5252fa04", | 1094 | "ed21f5b7-3ce1-444f-a3df-694f5252fa04", | ||
1095 | "nchu_text_dataset_verify_capacity": "83.4MB", | 1095 | "nchu_text_dataset_verify_capacity": "83.4MB", | ||
1096 | "nchu_text_dataset_verify_cpu_model": "Intel Core i7-12700", | 1096 | "nchu_text_dataset_verify_cpu_model": "Intel Core i7-12700", | ||
1097 | "nchu_text_dataset_verify_cpu_num": "6", | 1097 | "nchu_text_dataset_verify_cpu_num": "6", | ||
1098 | "nchu_text_dataset_verify_gpu_model": "Nvidia GeForce RTX3080", | 1098 | "nchu_text_dataset_verify_gpu_model": "Nvidia GeForce RTX3080", | ||
1099 | "nchu_text_dataset_verify_gpu_num": "6", | 1099 | "nchu_text_dataset_verify_gpu_num": "6", | ||
1100 | "nchu_text_dataset_verify_mark_datatype": "classes", | 1100 | "nchu_text_dataset_verify_mark_datatype": "classes", | ||
1101 | "nchu_text_dataset_verify_mark_source": "\u4eba\u5de5\u6a19\u8a3b", | 1101 | "nchu_text_dataset_verify_mark_source": "\u4eba\u5de5\u6a19\u8a3b", | ||
1102 | "nchu_text_dataset_verify_mark_source_file": "sample and gradcam | 1102 | "nchu_text_dataset_verify_mark_source_file": "sample and gradcam | ||
1103 | small.jpg", | 1103 | small.jpg", | ||
1104 | "nchu_text_dataset_verify_memory_usage": "1567 MB", | 1104 | "nchu_text_dataset_verify_memory_usage": "1567 MB", | ||
1105 | "nchu_text_dataset_verify_ref_filetype": "\u5f71\u50cf", | 1105 | "nchu_text_dataset_verify_ref_filetype": "\u5f71\u50cf", | ||
1106 | "nchu_text_dataset_verify_ref_id": | 1106 | "nchu_text_dataset_verify_ref_id": | ||
1107 | "9f2850f1-eb0b-46f5-8458-d0aad94ef505", | 1107 | "9f2850f1-eb0b-46f5-8458-d0aad94ef505", | ||
1108 | "nchu_text_dataset_verify_ref_obtain_method": | 1108 | "nchu_text_dataset_verify_ref_obtain_method": | ||
1109 | "\u81ea\u5df1\u7522\u751f", | 1109 | "\u81ea\u5df1\u7522\u751f", | ||
1110 | "nchu_text_dataset_verify_ref_privaricy": "\u5426", | 1110 | "nchu_text_dataset_verify_ref_privaricy": "\u5426", | ||
1111 | "nchu_text_dataset_verify_result": "F1-score=85%", | 1111 | "nchu_text_dataset_verify_result": "F1-score=85%", | ||
1112 | "nchu_text_dataset_verify_result_outout_type": "classes", | 1112 | "nchu_text_dataset_verify_result_outout_type": "classes", | ||
1113 | "nchu_text_dataset_verify_result_type": "F1-score", | 1113 | "nchu_text_dataset_verify_result_type": "F1-score", | ||
1114 | "nchu_text_dataset_version": "ver.2", | 1114 | "nchu_text_dataset_version": "ver.2", | ||
1115 | "nchu_textarea_dataset_ai_checklist_note1": | 1115 | "nchu_textarea_dataset_ai_checklist_note1": | ||
1116 | "\u865b\u5047\u4fe1\u606f\u3001\u8cc7\u8a0a\u6df1\u5ea6", | 1116 | "\u865b\u5047\u4fe1\u606f\u3001\u8cc7\u8a0a\u6df1\u5ea6", | ||
1117 | "nchu_textarea_dataset_ai_checklist_note2": | 1117 | "nchu_textarea_dataset_ai_checklist_note2": | ||
1118 | "\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u6cd5", | 1118 | "\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u6cd5", | ||
1119 | "nchu_textarea_dataset_approve_note": "", | 1119 | "nchu_textarea_dataset_approve_note": "", | ||
1120 | "notes": "## | 1120 | "notes": "## | ||
1121 | 900f\u904e\u6b64\u6a21\u578b\u4f5c\u5feb\u901f\u8fa8\u8b58\u3002\r\n## | 1121 | 900f\u904e\u6b64\u6a21\u578b\u4f5c\u5feb\u901f\u8fa8\u8b58\u3002\r\n## | ||
1122 | u524d\uff0c\u6709\u9032\u884c\u8cc7\u6599\u54c1\u8cea\u76e3\u63a7(Open | 1122 | u524d\uff0c\u6709\u9032\u884c\u8cc7\u6599\u54c1\u8cea\u76e3\u63a7(Open | ||
1123 | u3002\r\n\r\n##\u8a13\u7df4\u6240\u4f7f\u7528\u8cc7\u6599\u96c6\r\nTea | 1123 | u3002\r\n\r\n##\u8a13\u7df4\u6240\u4f7f\u7528\u8cc7\u6599\u96c6\r\nTea | ||
1124 | plant nutrient, disease and pest symptom image dataset | 1124 | plant nutrient, disease and pest symptom image dataset | ||
t | 1125 | \u85fb\u985e\u3002\r\n\r\n##\u6a21\u578b\u4f7f\u7528\u6b65\u9a5f\r\n1. | t | 1125 | \u3001\u85fb\u985e\u3002\r\n\r\n##\u6a21\u578b\u4f7f\u7528\u6b65\u9a5f |
1126 | - \u8acb\u4e0b\u8f09Tea_Disease_v02\u6a94\u6848\r\n1. | ||||
1126 | \u4f7f\u7528anaconda\u5efa\u7acbfastai\u865b\u64ec\u74b0\u5883\r\n2. | 1127 | \u4f7f\u7528anaconda\u5efa\u7acbfastai\u865b\u64ec\u74b0\u5883\r\n2. | ||
1127 | torch\uff0c\u7db2\u5740:https://pytorch.org/get-started/locally/\r\n3. | 1128 | torch\uff0c\u7db2\u5740:https://pytorch.org/get-started/locally/\r\n3. | ||
1128 | ff0c\u4e26\u89e3\u58d3\u7e2e\u5230\u4e00\u8cc7\u6599\u593e\u4e2d\r\n4. | 1129 | ff0c\u4e26\u89e3\u58d3\u7e2e\u5230\u4e00\u8cc7\u6599\u593e\u4e2d\r\n4. | ||
1129 | 5728\u4f4d\u7f6e\u79fb\u81f3\u89e3\u58d3\u7e2e\u8cc7\u6599\u593e\r\n5. | 1130 | 5728\u4f4d\u7f6e\u79fb\u81f3\u89e3\u58d3\u7e2e\u8cc7\u6599\u593e\r\n5. | ||
1130 | \u5b89\u88ddPython\u6240\u9700\u8981\u7684\u5eab | 1131 | \u5b89\u88ddPython\u6240\u9700\u8981\u7684\u5eab | ||
1131 | (requirement.txt)\r\n6. | 1132 | (requirement.txt)\r\n6. | ||
1132 | 6a39\u7167\u7247\u653e\u7f6e\u5230source\u8cc7\u6599\u593e\u5167\r\n7. | 1133 | 6a39\u7167\u7247\u653e\u7f6e\u5230source\u8cc7\u6599\u593e\u5167\r\n7. | ||
1133 | \u904b\u884c\u8173\u672c \r\n python TeaDiseaseAI_Test.py\r\n8. | 1134 | \u904b\u884c\u8173\u672c \r\n python TeaDiseaseAI_Test.py\r\n8. | ||
1134 | b3\u5f71\u50cf\u8fa8\u8b58\u6a21\u578b\u53ef\u8996\u5316\u7d50\u679c]( | 1135 | b3\u5f71\u50cf\u8fa8\u8b58\u6a21\u578b\u53ef\u8996\u5316\u7d50\u679c]( | ||
1135 | s/20230627110236/mark_verify/sample%20and%20gradcam%20small.jpg)\r\n", | 1136 | s/20230627110236/mark_verify/sample%20and%20gradcam%20small.jpg)\r\n", | ||
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1137 | "num_tags": 5, | 1138 | "num_tags": 5, | ||
1138 | "organization": { | 1139 | "organization": { | ||
1139 | "approval_status": "approved", | 1140 | "approval_status": "approved", | ||
1140 | "created": "2022-05-19T11:30:48.988347", | 1141 | "created": "2022-05-19T11:30:48.988347", | ||
1141 | "description": "\u8a08\u756b\u4ecb\u7d39: | 1142 | "description": "\u8a08\u756b\u4ecb\u7d39: | ||
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1143 | Symbolic AI | 1144 | Symbolic AI | ||
1144 | u5c08\u5bb6\u7cfb\u7d71\u5916\uff0c\u4e26\u5c07\u958b\u767cExplainable | 1145 | u5c08\u5bb6\u7cfb\u7d71\u5916\uff0c\u4e26\u5c07\u958b\u767cExplainable | ||
1145 | 53f0\u7063\u4f5c\u7269\u683d\u57f9\u7ba1\u7406\u5c08\u5bb6\u8a3a\u65b7 | 1146 | 53f0\u7063\u4f5c\u7269\u683d\u57f9\u7ba1\u7406\u5c08\u5bb6\u8a3a\u65b7 | ||
1146 | AI | 1147 | AI | ||
1147 | 69\u683d\u57f9\u7ba1\u7406\u6240\u9020\u6210\u7684\u885d\u64ca\u3002", | 1148 | 69\u683d\u57f9\u7ba1\u7406\u6240\u9020\u6210\u7684\u885d\u64ca\u3002", | ||
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1152 | "state": "active", | 1153 | "state": "active", | ||
1153 | "title": "Development of expert diagnosis system for crop | 1154 | "title": "Development of expert diagnosis system for crop | ||
1154 | cultivation and management | 1155 | cultivation and management | ||
1155 | d\u57f9\u7ba1\u7406\u5c08\u5bb6\u8a3a\u65b7\u7cfb\u7d71\u958b\u767c)", | 1156 | d\u57f9\u7ba1\u7406\u5c08\u5bb6\u8a3a\u65b7\u7cfb\u7d71\u958b\u767c)", | ||
1156 | "type": "organization" | 1157 | "type": "organization" | ||
1157 | }, | 1158 | }, | ||
1158 | "owner_org": "30c50471-e14c-4103-958c-e917cfb15e1c", | 1159 | "owner_org": "30c50471-e14c-4103-958c-e917cfb15e1c", | ||
1159 | "private": false, | 1160 | "private": false, | ||
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1162 | "resources": [ | 1163 | "resources": [ | ||
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1184 | "nchu_text_resource_try_out_input": | 1185 | "nchu_text_resource_try_out_input": | ||
1185 | "\u8acb\u8f38\u5165\u8336\u6a39\u7167\u7247", | 1186 | "\u8acb\u8f38\u5165\u8336\u6a39\u7167\u7247", | ||
1186 | "nchu_text_resource_try_out_mode": "\u55ae\u6a94", | 1187 | "nchu_text_resource_try_out_mode": "\u55ae\u6a94", | ||
1187 | "nchu_text_resource_try_out_output": | 1188 | "nchu_text_resource_try_out_output": | ||
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1190 | "nchu_text_resource_try_out_title": | 1191 | "nchu_text_resource_try_out_title": | ||
1191 | "\u8336\u6a39\u75c5\u5bb3\u8fa8\u8b58\u6a21\u578b", | 1192 | "\u8336\u6a39\u75c5\u5bb3\u8fa8\u8b58\u6a21\u578b", | ||
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