{"id":38507,"date":"2019-11-21T00:00:14","date_gmt":"2019-11-20T16:00:14","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=38507"},"modified":"2022-01-03T23:24:00","modified_gmt":"2022-01-03T15:24:00","slug":"ai%e7%9a%84%e5%8f%af%e8%a7%a3%e9%87%8b%e6%80%a7%e6%98%af%e4%bb%80%e9%ba%bc%ef%bc%9f%e8%83%bd%e5%90%83%e5%97%8e%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=38507","title":{"rendered":"AI\u7684\u53ef\u89e3\u91cb\u6027\u662f\u4ec0\u9ebc\uff1f\u80fd\u5403\u55ce\uff1f"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/11\/interpretability.jpg\" alt=\"AI\u7684\u53ef\u89e3\u91cb\u6027\u662f\u4ec0\u9ebc\uff1f\u80fd\u5403\u55ce\uff1f\" width=\"500\" height=\"333\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div 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map\uff09\u662f\u6700\u5ee3\u70ba\u4f7f\u7528\u7684\u65b9\u6cd5\uff0c\u5b83\u53ef\u4ee5\u8b93\u6211\u5011\u4e86\u89e3\u4e00\u5f35\u5716\u7247\u4e2d\uff0c\u54ea\u4e9b\u7279\u5b9a\u90e8\u4f4d\u5c0d\u6a21\u578b\u7d50\u679c\u9810\u6e2c\u7684\u5f71\u97ff\u8f03\u5927\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u5982\u679c\u6211\u5011\u8981\u8a13\u7df4\u6a21\u578b\u8fa8\u5225\u72d7\u7684\u5716\u7247\uff0c\u90a3\u986f\u8457\u5716\u5c31\u53ef\u4ee5\u544a\u8a34\u6211\u5011\uff0c\u7a76\u7adf\u662f\u5c3e\u5df4\u3001\u8033\u6735\u3001\u9f3b\u5b50\u6216\u5176\u4ed6\u90e8\u4f4d\uff0c\u662f\u6a21\u578b\u8fa8\u5225\u72d7\u7684\u91cd\u8981\u4f9d\u64da\u3002\u9084\u6709\u4e00\u7a2e\u65b9\u5f0f\uff0c\u5247\u662f\u4ee5\u985e\u6bd4\u7684\u65b9\u6cd5\u53bb\u7406\u89e3\u6a21\u578b\uff0c\u9019\u5c31\u50cf\u91ab\u751f\u6216\u5f8b\u5e2b\u6703\u7528\u6848\u4f8b\u4f86\u652f\u6301\u4ed6\u5011\u7684\u8ad6\u8ff0\u3002<\/p>\n<p>\u6a21\u578b\u89e3\u8b80\u5f88\u91cd\u8981\u55ce\uff1f\u6709\u4e9b\u4eba\u53cd\u5c0d\u9019\u6a23\u7684\u60f3\u6cd5\uff0c\u8a8d\u70ba\u9019\u9055\u80cc\u4e86\u4eba\u5de5\u667a\u6167\u6216\u6a5f\u5668\u5b78\u7fd2\u7684\u521d\u8877\uff1b\u4f46\u5728\u67d0\u4e9b\u884c\u696d\u4e2d\uff0c\u4f8b\u5982\u4fdd\u96aa\u6216\u9280\u884c\u696d\uff0c\u6a21\u578b\u7d66\u51fa\u9810\u6e2c\u524d\u7684\u6bcf\u4e00\u6b65\u90fd\u76f8\u7576\u91cd\u8981\uff0c\u5fc5\u9808\u88ab\u4ed4\u7d30\u6aa2\u8996\uff0c\u751a\u81f3\u9023\u300c\u9700\u8981\u4ec0\u9ebc\u5f62\u5f0f\u7684\u53ef\u89e3\u91cb\u6027\u300d\u3001\u300c\u6b64\u7a2e\u89e3\u91cb\u65b9\u5f0f\u662f\u5426\u6703\u9020\u6210\u8aa4\u89e3\u300d\u7b49\uff0c\u90fd\u5fc5\u9808\u6709\u660e\u78ba\u7684\u8ad6\u8ff0\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>Z. C. Lipton, \u201c<a href=\"https:\/\/arxiv.org\/abs\/1606.03490\">The mythos of model interpretability<\/a>,\u201d\u00a0<em>arXiv preprint arXiv:1606.03490,\u00a0<\/em>2016.<\/li>\n<li>T. Miller, \u201c<a href=\"https:\/\/arxiv.org\/abs\/1706.07269\">Explanation in artificial intelligence: Insights from the social sciences<\/a>,\u201d\u00a0<em>Artificial Intelligence,\u00a0<\/em>2018.<\/li>\n<\/ol>\n<p>(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\u300cAI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u57f7\u884c\u5718\u968a\u7de8\u8b6f)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u5668\u5b78\u7fd2\uff0c\u6216\u662f\u8aaa\u4eba\u5de5\u667a\u6167\u5feb\u901f\u7684\u767c\u5c55\uff0c\u8b93\u6240\u8b02\u7684\u300c\u9810\u6e2c\u80fd\u529b\u300d\u5927\u5927\u63d0\u5347\uff0c\u4f46\u662f\u4f60\u4fe1\u4efb\u9810\u6e2c\u51fa\u4f86\u7684\u7d50\u679c\u55ce\uff1f\u6216\u662f\u8aaa\u4f60\u76f8\u4fe1\u9019\u500b\u6a21\u578b\u55ce\uff1f\u5c08\u696d\u9818\u57df\u5167\u7684\u5b78\u8005\u6709\u4ed6\u5011\u4e00\u5957\u8861\u91cf\u7684\u6a19\u6e96\uff0c\u4f46\u662f\u5c0d\u666e\u901a\u6c11\u773e\uff08\u5927\u90e8\u5206\u7684\u7528\u6236\uff09\u800c\u8a00\uff0c\u4ed6\u5011\u7684\u4fe1\u4efb\u611f\u8a72\u4f86\u81ea\u4f55\u8655\uff1f<\/p>\n","protected":false},"author":21,"featured_media":38508,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[5782,5783,185,2461,5784],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/interpretability.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38507"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=38507"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38507\/revisions"}],"predecessor-version":[{"id":38509,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38507\/revisions\/38509"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/38508"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38507"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38507"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38507"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}