{"id":462,"date":"2021-07-30T05:00:00","date_gmt":"2021-07-29T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=462"},"modified":"2021-07-30T05:00:00","modified_gmt":"2021-07-29T20:00:00","slug":"xaiexplainable-ai%e3%81%a8%e3%83%a6%e3%83%bc%e3%82%b6%e3%81%ae%e8%83%8c%e6%99%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=462","title":{"rendered":"XAI(Explainable AI)\u3068\u30e6\u30fc\u30b6\u306e\u95a2\u4fc2"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations\u00a0<\/strong>[14.3]<br>\u6211\u3005\u306f\u3001AI\u306e\u80cc\u666f\u3068\u80cc\u666f\u306e\u306a\u30442\u3064\u306e\u7570\u306a\u308b\u30b0\u30eb\u30fc\u30d7\u304c\u3001\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306eAI\u8aac\u660e\u3092\u77e5\u899a\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u6df7\u5408\u65b9\u6cd5\u8ad6\u306b\u3088\u308b\u7814\u7a76\u3092\u884c\u3046\u3002 \u79c1\u305f\u3061\u306f\u3001\u4fe1\u983c\u3001\u77e5\u6027\u3001\u7406\u89e3\u53ef\u80fd\u6027\u3001\u7b2c\u4e8c\u306e\u30c1\u30e3\u30f3\u30b9\u3001\u53cb\u597d\u6027\u306e5\u3064\u306e\u5074\u9762\u306b\u6cbf\u3063\u3066\u3001\u77e5\u899a\u304c\u4f55\u3067\u3042\u308b\u304b\u3092\u5b9a\u91cf\u7684\u306b\u5171\u6709\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.13509v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.13509v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 28 Jul 2021 17:32:04 GMT)<ul><li>AI\u306b\u95a2\u3059\u308b\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u306e\u6709\u7121\u306b\u3088\u3063\u3066AI\u306e\u8aac\u660e\u306e\u53d7\u3051\u6b62\u3081\u65b9\u304c\u7570\u306a\u308b\u304b\u3092\u691c\u8a3c\u3057\u305f\u8ad6\u6587\u3002\u7591\u4f3c\u7684\u306a\u30ed\u30dc\u30c3\u30c8\u3092Rationale-Generating\uff08\u81ea\u7136\u8a00\u8a9e\u3067\u8a73\u7d30\u306a\u52d5\u4f5c\u7406\u7531\u3092\u51fa\u529b\u3001\u304d\u3061\u3093\u3068\u3057\u305f\u5185\u5bb9\u3001\u4ee5\u4e0bRG\uff09\u3001Action-Declaring\u00a0\uff08\u52d5\u4f5c\u306e\u307f\u3092\u8a18\u8f09\u3001\u8aac\u660e\u3067\u306f\u306a\u3044\u3001\u4ee5\u4e0bAD\uff09\u3001\u00a0Numerical-Reasoning\uff08\u6570\u5024\u306e\u307f\u3092\u51fa\u529b\u3001\u7406\u7531\u3068\u306f\u8a00\u3048\u306a\u3044\u3001\u4ee5\u4e0bNR\uff09\u306e3\u3064\u8a2d\u5b9a\u3001\u3069\u308c\u304c\u597d\u307e\u308c\u308b\u304b\u3092\u691c\u8a3c\u3002AI\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u306e\u3042\u308b\u4eba\u306f\u57fa\u672c\u7684\u306bRG\u3092\u597d\u3080\u304c\u3001\u305d\u3046\u3067\u306a\u3044\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u5e38\u306bRG\u304c\u597d\u307e\u308c\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u3002AD\u3068RG\u306e\u597d\u307f\u306b\u5dee\u304c\u3042\u308b\u306a\u3069\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u5dee\u7570\u304c\u5b58\u5728\u3002\u307e\u305f\u672c\u6765\u8aac\u660e\u306b\u306a\u3063\u3066\u3044\u306a\u3044AD\u3001NR\u306b\u4fa1\u5024\u3092\u898b\u51fa\u3059\u3053\u3068\u3082\u3042\u3063\u305f\u3068\u306e\u3053\u3068\u3002<ul><li>\u300cAI group seemed to have an instinctual response to numerical values; they assumed that the numbers possess all the information needed to manipulate, diagnose, and reverse engineer.\u300d\u3068\u3044\u3046\u306e\u306f\u975e\u5e38\u306b\u91cd\u8981\uff08\u3067\u6016\u3044\uff09\u6307\u6458\u3002<\/li><li>\u8aac\u660e\u304c\u6b63\u3057\u304f\u6a5f\u80fd\u3059\u308b\u304b\u306fXAI\u306e\u91cd\u8981\u306a\u90e8\u5206\u3067<a href=\"https:\/\/arxiv.org\/abs\/2006.14779\">https:\/\/arxiv.org\/abs\/2006.14779<\/a>\u306e\u3088\u3046\u306a\u6307\u6458\u306b\u3082\u95a2\u9023\u3057\u3066\u3044\u308b\u3002\u8272\u3005\u306a\u624b\u6cd5\u304c\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306eXAI\u306e\u5b9f\u5229\u7528\u306f\u767a\u5c55\u9014\u4e0a\u3068\u3044\u3046\u5370\u8c61\u3002<a href=\"https:\/\/staka.jp\/wordpress\/?p=151\">\u524d\u306b\u66f8\u3044\u305f<\/a>\u901a\u308a\u6709\u7528\u306a\u6280\u8853\u3067\u3042\u308b\u3053\u3068\u306f\u9593\u9055\u3044\u306a\u304f\u3001\u4eca\u5f8c\u306e\u767a\u5c55\u304c\u671f\u5f85\u3055\u308c\u308b\u3002<\/li><\/ul><\/li><\/ul><ul><li>\u672c\u8ad6\u3082\u826f\u3044\u304c\u524d\u534a\u306eBACKGROUD\u306e\u8a18\u8f09\u5185\u5bb9\u304c\u975e\u5e38\u306b\u53c2\u8003\u306b\u306a\u308b\u3002<\/li><li>\u6b8b\u5ff5\u306a\u304c\u3089FuguMT\u306e\u8a33\u304c\u3072\u3069\u3044\u3002\u65b0ver\u3067\u306f\u6539\u5584\u3055\u308c\u308b\u4e88\u5b9a\u3002\u3002\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations\u00a0[14.3]\u6211\u3005\u306f\u3001AI\u306e\u80cc\u666f\u3068\u80cc\u666f\u306e\u306a\u30442\u3064\u306e\u7570\u306a\u308b &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=462\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;XAI(Explainable AI)\u3068\u30e6\u30fc\u30b6\u306e\u95a2\u4fc2&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[17,452],"class_list":["post-462","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-ai","tag-xai"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=462"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/462\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}