{"id":1284,"date":"2022-01-05T04:00:00","date_gmt":"2022-01-04T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1284"},"modified":"2022-01-05T04:00:00","modified_gmt":"2022-01-04T19:00:00","slug":"ai-%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%ae%e5%ae%9f%e7%94%a8%e3%81%ab%e9%96%a2%e3%81%99%e3%82%8b%e8%aa%bf%e6%9f%bb","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1284","title":{"rendered":"AI\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u7528\u306b\u95a2\u3059\u308b\u8abf\u67fb"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Machine Learning Application Development: Practitioners&#8217; Insights\u00a0<\/strong>[18.1]<br>ML\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u8ab2\u984c\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u8abf\u67fb\u306b\u3064\u3044\u3066\u5831\u544a\u3059\u308b\u3002 80\u4eba\u306e\u5b9f\u8df5\u8005\u304b\u3089\u5f97\u3089\u308c\u305f\u7d50\u679c\u309217\u306e\u767a\u898b\u306b\u307e\u3068\u3081\u3001ML\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u8ab2\u984c\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u6982\u8aac\u3059\u308b\u3002 \u5831\u544a\u3055\u308c\u305f\u8ab2\u984c\u304c\u3001ML\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3068\u54c1\u8cea\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u8abf\u67fb\u3059\u3079\u304d\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u3001\u7814\u7a76\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u77e5\u3089\u305b\u3066\u304f\u308c\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2112.15277v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2112.15277v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 31 Dec 2021 03:38:37 GMT)<ul><li>AI\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u7528\u3092\u884c\u3063\u3066\u3044\u308b\u4eba\u3078\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u7d50\u679c\u306e\u5831\u544a\u3002\u5468\u308a\u306e\u4eba\u304c\u3069\u306e\u3088\u3046\u306a\u3053\u3068\u3092\u3084\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u77e5\u308b\u305f\u3081\u306b\u53c2\u8003\u306b\u306a\u308b\u3002<\/li><li>Findings\u3082\uff08\u5168\u90e8\u540c\u610f\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044\u304c\uff09\u7d0d\u5f97\u306e\u3044\u304f\u5185\u5bb9\u304c\u591a\u3044\u3002Finding 12\u306e\u300croughly one-third of the practitioners write code from scratch for model implementation\u300d\u306f\u3084\u3084\u9a5a\u304d\u3002\u3069\u3053\u304b\u3089\u304cscratch\u306a\u3093\u3060\u308d\u3046\uff1f\u300cPractitioners also mentioned using their own custom auto-ML system for ML model training.\u300d\u3082\u7d0d\u5f97\u611f\u304c\u3042\u3063\u3066\u3001\u79c1\u3082<a href=\"https:\/\/github.com\/s-taka\/fuguml\">GitHub &#8211; s-taka\/fuguml<\/a>\u3092\u4f5c\u3063\u3066\u3044\u308b\u3002\u5831\u544a\u3067\u306f\u30af\u30e9\u30b9\u30d0\u30e9\u30f3\u30b9\u304c\u91cd\u8996\u3055\u308c\u3066\u3044\u308b\u5370\u8c61\u304c\u3042\u308b\u304c\u3001\u500b\u4eba\u7684\u306b\u306f\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306f\u30c9\u30e1\u30a4\u30f3\u306b\u5f37\u304f\u4f9d\u5b58\u3059\u308b\u306a\u30fc\u3068\u601d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning Application Development: Practitioners&#8217; Insights\u00a0[18.1]ML\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u8ab2\u984c\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1284\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;AI\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u7528\u306b\u95a2\u3059\u308b\u8abf\u67fb&#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":[387,601],"class_list":["post-1284","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-601"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1284","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=1284"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1284\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1284"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1284"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1284"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}