{"id":1003,"date":"2021-03-04T06:04:51","date_gmt":"2021-03-03T22:04:51","guid":{"rendered":"https:\/\/byy3.com\/?p=1003"},"modified":"2021-03-04T06:05:46","modified_gmt":"2021-03-03T22:05:46","slug":"%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e4%b9%8b%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f%e6%95%b0%e6%8d%ae%e9%9b%86%e5%bc%80%e6%ba%90%e5%a4%a7%e5%88%97%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/byy3.com\/?p=1003","title":{"rendered":"\u6570\u636e\u5206\u6790\u4e4b\u63a8\u8350\u7cfb\u7edf\u6570\u636e\u96c6\u5f00\u6e90\u5927\u5217\u8868"},"content":{"rendered":"<h1><strong>\u5bfc\u8bfb<\/strong><\/h1>\n<blockquote><p>\u4eca\u5929\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e2agithub\u4ed3\u5e93\uff0c\u6536\u96c6\u4e86\u975e\u5e38\u591a\u7684<span class=\"wpcom_tag_link\"><a title=\"\u63a8\u8350\u7cfb\u7edf\" href=\"https:\/\/byy3.com\/go\/?url=https:\/\/www.afenxi.com\/topic\/%e6%8e%a8%e8%8d%90%e7%b3%bb%e7%bb%9f\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\" >\u63a8\u8350\u7cfb\u7edf<\/a><\/span>\u7684<span class=\"wpcom_tag_link\"><a title=\"\u6570\u636e\u96c6\" href=\"https:\/\/byy3.com\/go\/?url=https:\/\/www.afenxi.com\/topic\/%e6%95%b0%e6%8d%ae%e9%9b%86\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\" >\u6570\u636e\u96c6<\/a><\/span>\uff0c\u975e\u5e38\u7684\u5168\u9762\uff0c\u975e\u5e38\u7684\u5b9e\u7528\uff0c\u505a\u63a8\u8350\u7cfb\u7edf\u76f8\u5173\u7684\u540c\u5b66\u53ef\u4ee5\u6536\u85cf\u4e00\u4e0b\u3002<\/p><\/blockquote>\n<p><a class=\"j-wpcom-lightbox\" href=\"https:\/\/www.afenxi.com\/wp-content\/uploads\/2021\/02\/1614470134.jpg\" data-fancybox=\"gallery\" data-group=\"nogroup\" data-id=\"0\" data-index=\"0\" rel=\"nofollow\" ><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-82389 j-lazy\" data-original=\"https:\/\/www.afenxi.com\/wp-content\/uploads\/2021\/02\/1614470134.jpg\" src=\"https:\/\/byy3.com\/wp-content\/themes\/MNews%20V2.4\/images\/post-loading.gif\" width=\"890\" height=\"556\" data-original=\"https:\/\/www.afenxi.com\/wp-content\/uploads\/2021\/02\/1614470134.jpg\" title=\"\u6570\u636e\u5206\u6790\u4e4b\u63a8\u8350\u7cfb\u7edf\u6570\u636e\u96c6\u5f00\u6e90\u5927\u5217\u8868\u63d2\u56fe\" alt=\"\u6570\u636e\u5206\u6790\u4e4b\u63a8\u8350\u7cfb\u7edf\u6570\u636e\u96c6\u5f00\u6e90\u5927\u5217\u8868\u63d2\u56fe\" \/><\/a><\/p>\n<p>\u8fd9\u4e9b\u6570\u636e\u96c6\u5728\u53ef\u4f5c\u4e3a\u57fa\u51c6\u7684\u63a8\u8350\u7cfb\u7edf\u4e2d\u975e\u5e38\u6d41\u884c\u3002<\/p>\n<ul>\n<li>Douban\uff1ahttp:\/\/socialcomputing.asu.edu\/datasets\/Douban \u8fd9\u662f\u4e00\u4e2a\u533f\u540d\u7684\u8c46\u74e3\u6570\u636e\u96c6\uff0c\u5305\u542b129,490\u4e2a\u72ec\u7acb\u7528\u6237\u548c58,541\u4e2a\u72ec\u7acb\u7535\u5f71\u6761\u76ee\u3002<\/li>\n<li>Epinions\uff1ahttp:\/\/www.trustlet.org\/epinions.html Epinions\u662f\u4e00\u4e2a\u4eba\u4eec\u53ef\u4ee5\u8bc4\u8bba\u4ea7\u54c1\u7684\u7f51\u7ad9\u3002<\/li>\n<li>Flixster\uff1ahttp:\/\/socialcomputing.asu.edu\/datasets\/Flixster Flixster\u662f\u4e00\u4e2a\u793e\u4ea4\u7535\u5f71\u7f51\u7ad9\uff0c\u5141\u8bb8\u7528\u6237\u5206\u4eab\u7535\u5f71\u8bc4\u7ea7\uff0c\u53d1\u73b0\u65b0\u7535\u5f71\uff0c\u5e76\u4e0e\u5176\u4ed6\u6709\u7c7b\u4f3c\u7535\u5f71\u54c1\u5473\u7684\u4eba\u89c1\u9762\u3002<\/li>\n<li>CiaoDVD\uff1ahttps:\/\/www.librec.net\/datasets.html CiaoDVD\u662f\u4ecedvd.ciao.co.\u4e2d\u6293\u53d6\u76842013\u5e7412\u6708\u82f1\u56fd\u7f51\u7ad9\u6574\u4e2advd\u7c7b\u522b\u7684\u6570\u636e\u96c6\u3002<\/li>\n<li>MACLab\uff1ahttp:\/\/mac.citi.sinica.edu.tw\/LJ#.VRGYfOHlZ40 \u8fd9\u4e2a\u9879\u76ee\u7684\u76ee\u7684\u662f\u7814\u7a76\u7528\u6237\u7684\u60c5\u7eea\u548c\u97f3\u4e50\u60c5\u7eea\u3002<\/li>\n<li>DEAPdataset\uff1ahttp:\/\/www.eecs.qmul.ac.uk\/mmv\/datasets\/deap\/index.html \u4f7f\u7528\u8111\u7535\u56fe\u3001\u751f\u7406\u548c\u89c6\u9891\u4fe1\u53f7\u8fdb\u884c\u60c5\u7eea\u5206\u6790\u7684\u6570\u636e\u96c6\u3002<\/li>\n<li>MyPersonalityDataset\uff1ahttp:\/\/mypersonality.org\/wiki\/doku.php myPersonality\u662f\u4e00\u4e2a\u5f88\u53d7\u6b22\u8fce\u7684Facebook\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b83\u5141\u8bb8\u7528\u6237\u8fdb\u884c\u771f\u5b9e\u7684\u5fc3\u7406\u6d4b\u8bd5\uff0c\u5e76\u5141\u8bb8\u6211\u4eec(\u5728\u5f81\u5f97\u540c\u610f\u7684\u60c5\u51b5\u4e0b)\u8bb0\u5f55\u4ed6\u4eec\u7684\u5fc3\u7406\u548cFacebook\u8d44\u6599\u3002\u76ee\u524d\uff0c\u6211\u4eec\u7684\u6570\u636e\u5e93\u5305\u542b\u8d85\u8fc7600\u4e07\u4e2a\u6d4b\u8bd5\u7ed3\u679c\uff0c\u4ee5\u53ca\u8d85\u8fc7400\u4e07\u4e2aFacebook\u4e2a\u4eba\u7b80\u4ecb\u3002<\/li>\n<li>Bibsonomy\uff1ahttp:\/\/www.kde.cs.uni-kassel.de\/bibsonomy\/dumps \u793e\u4ea4\u4e66\u7b7e\u7cfb\u7edf\u4e2d\u7684\u6807\u7b7e\u63a8\u8350\u3002<\/li>\n<li>Delicious\uff1ahttp:\/\/www.dai-labor.de\/en\/competence_centers\/irml\/datasets\/ plista\u65b0\u95fb\u63a8\u8350\u6570\u636e\u96c6\uff0c\u7f8e\u5473\u53ef\u53e3\u3002<\/li>\n<li>Movielens\uff1ahttps:\/\/grouplens.org\/datasets\/movielens\/ \u7a33\u5b9a\u7684\u57fa\u51c6\u6570\u636e\u96c6\u30022000\u4e07\u4e2a\u8bc4\u5206\u548c46.5\u4e07\u4e2a\u6807\u7b7e\u5e94\u7528\u7a0b\u5e8f\u88ab13.8\u4e07\u7528\u6237\u5e94\u7528\u4e8e2.7\u4e07\u90e8\u7535\u5f71\u3002\u5305\u62ec\u6807\u7b7e\u57fa\u56e0\u7ec4\u6570\u636e\uff0c1100\u4e2a\u6807\u7b7e\u76841200\u4e07\u4e2a\u76f8\u5173\u6027\u5f97\u5206\u3002<\/li>\n<li>Jester\uff1ahttp:\/\/eigentaste.berkeley.edu\/dataset\/ \u6765\u81ea\u5c0f\u4e11\u5728\u7ebf\u7b11\u8bdd\u63a8\u8350\u7cfb\u7edf\u7684\u533f\u540d\u8bc4\u7ea7\u3002<\/li>\n<li>BookCrossing\uff1ahttp:\/\/www2.informatik.uni-freiburg.de\/~cziegler\/BX\/ Book-Crossing\u6570\u636e\u96c6\u3002<\/li>\n<li>LastFM\uff1ahttps:\/\/grouplens.org\/datasets\/hetrec-2011\/ \u6765\u81ea1892\u4e2a\u7528\u6237\u768492,800\u5f20\u827a\u672f\u5bb6\u5f55\u97f3\u3002<\/li>\n<li>Wikipedia\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Wikipedia:Database_download#English-language_Wikipedia \u7ef4\u57fa\u767e\u79d1\u5411\u611f\u5174\u8da3\u7684\u7528\u6237\u63d0\u4f9b\u6240\u6709\u53ef\u7528\u5185\u5bb9\u7684\u514d\u8d39\u62f7\u8d1d\u3002\u8fd9\u4e9b\u6570\u636e\u5e93\u53ef\u7528\u4e8e\u955c\u50cf\u3001\u4e2a\u4eba\u4f7f\u7528\u3001\u975e\u6b63\u5f0f\u5907\u4efd\u3001\u8131\u673a\u4f7f\u7528\u6216\u6570\u636e\u5e93\u67e5\u8be2\u3002<\/li>\n<li>OpenStreetMap\uff1ahttp:\/\/planet.openstreetmap.org\/planet\/full-history\/ \u8fd9\u91cc\u627e\u5230\u7684\u6587\u4ef6\u662fOpenStreetMap.org\u6570\u636e\u5e93\u7684\u5b8c\u6574\u526f\u672c\uff0c\u5305\u62ec\u7f16\u8f91\u5386\u53f2\u3002\u8fd9\u4e9b\u90fd\u662f\u5728Open Data Commons Open Database License 1.0\u8bb8\u53ef\u4e0b\u53d1\u5e03\u7684\u3002<\/li>\n<li>PythonGitCode\uff1ahttps:\/\/github.com\/lab41\/hermes Hermes\u662fLab41\u5bf9\u63a8\u8350\u7cfb\u7edf\u7684\u4e00\u6b21\u5c1d\u8bd5\u3002\u901a\u8fc7\u5206\u6790\u591a\u79cd\u63a8\u8350\u7cfb\u7edf\u7b97\u6cd5\u5728\u4e0d\u540c\u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd\uff0c\u63a2\u8ba8\u4e86\u5982\u4f55\u4e3a\u65b0\u7684\u5e94\u7528\u9009\u62e9\u63a8\u8350\u7cfb\u7edf\u3002<\/li>\n<li>Gist\uff1ahttps:\/\/gist.github.com\/entaroadun\/1653794 \u4e3a\u673a\u5668\u5b66\u4e60\u63a8\u8350\u548c\u8bc4\u7ea7\u7684\u516c\u5171\u6570\u636e\u96c6\u3002<\/li>\n<li>Yelp\uff1ahttps:\/\/www.yelp.com\/dataset Yelp\u6570\u636e\u96c6\u662f\u7528\u4e8e\u4e2a\u4eba\u3001\u6559\u80b2\u548c\u5b66\u672f\u76ee\u7684\u7684\u4e1a\u52a1\u3001\u8bc4\u8bba\u548c\u7528\u6237\u6570\u636e\u7684\u5b50\u96c6\u3002\u53ef\u4ee5\u5728JSON\u548cSQL\u6587\u4ef6\u4e2d\u4f7f\u7528\uff0c\u5728\u4f60\u5b66\u4e60\u5982\u4f55\u5236\u4f5c\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u6559\u5b66\u751f\u5173\u4e8e\u6570\u636e\u5e93\u3001\u5b66\u4e60NLP\u6216\u793a\u4f8b\u751f\u4ea7\u6570\u636e\u3002<\/li>\n<li>AmazonReviews\uff1ahttp:\/\/jmcauley.ucsd.edu\/data\/amazon\/ \u8be5\u6570\u636e\u96c6\u5305\u542b\u6765\u81eaAmazon\u7684\u4ea7\u54c1\u8bc4\u8bba\u548c\u5143\u6570\u636e\uff0c\u5305\u62ec1996\u5e745\u6708\u81f32014\u5e747\u6708\u671f\u95f4\u76841.428\u4ebf\u4e2a\u8bc4\u8bba\u3002\u8fd9\u4e2a\u6570\u636e\u96c6\u5305\u62ec\u8bc4\u8bba(\u8bc4\u7ea7\u3001\u6587\u672c\u3001\u5e2e\u52a9\u6295\u7968)\u3001\u4ea7\u54c1\u5143\u6570\u636e(\u63cf\u8ff0\u3001\u7c7b\u522b\u4fe1\u606f\u3001\u4ef7\u683c\u3001\u54c1\u724c\u548c\u56fe\u50cf\u7279\u6027)\u548c\u94fe\u63a5(\u4e5f\u67e5\u770b\/\u8d2d\u4e70\u56fe\u8868)\u3002<\/li>\n<li>CiteULike\uff1ahttp:\/\/www.citeulike.org\/faq\/data.adp CiteULike\u6570\u636e\u5e93\u5bf9\u4e0d\u540c\u9886\u57df\u7684\u7814\u7a76\u4eba\u5458\u90fd\u6709\u6f5c\u5728\u7684\u7528\u5904\u3002\u7269\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u5bf9\u5206\u6790\u6570\u636e\u7ed3\u6784\u8868\u793a\u4e86\u5174\u8da3\uff0c\u5e76\u7ecf\u5e38\u8981\u6c42\u63d0\u4f9b\u6570\u636e\u96c6\u3002\u4ee5\u524d\uff0c\u8fd9\u662f\u5728\u4e00\u4e2a\u7279\u522b\u7684\u57fa\u7840\u4e0a\u5b8c\u6210\u7684\uff0c\u5b83\u4f9d\u8d56\u4e8e\u6211\u4eec\u8bb0\u4f4f\u66f4\u65b0\u6570\u636e\u6587\u4ef6\u3002\u73b0\u5728\uff0c\u6709\u4e00\u4e2a\u81ea\u52a8\u7684\u8fc7\u7a0b\uff0c\u6bcf\u5929\u665a\u4e0a\u8fd0\u884c\uff0c\u751f\u6210\u4e00\u4e2a\u5feb\u7167\u6458\u8981\uff0c\u8bf4\u660e\u7528\u54ea\u4e9b\u6807\u7b7e\u53d1\u5e03\u4e86\u54ea\u4e9b\u6587\u7ae0\u3002<\/li>\n<li>Taobao\uff1ahttps:\/\/tianchi.aliyun.com\/datalab\/dataSet.htm?spm=5176.100073.888.13.62f83f62aOlMEI&amp;id=1 \u8be5\u6570\u636e\u96c6\u5305\u542b\u4e86\u533f\u540d\u7528\u6237\u5728\u201c\u53cc\u5341\u4e00\u201d\u524d\u540e6\u4e2a\u6708\u7684\u8d2d\u7269\u8bb0\u5f55\uff0c\u4ee5\u53ca\u8868\u660e\u4ed6\u4eec\u662f\u5426\u91cd\u590d\u8d2d\u4e70\u7684\u6807\u7b7e\u4fe1\u606f\u3002\u7531\u4e8e\u9690\u79c1\u95ee\u9898\uff0c\u6570\u636e\u91c7\u96c6\u5b58\u5728\u504f\u5dee\uff0c\u56e0\u6b64\u8be5\u6570\u636e\u96c6\u7684\u7edf\u8ba1\u7ed3\u679c\u4f1a\u4e0e\u5929\u732b\u7684\u5b9e\u9645\u60c5\u51b5\u76f8\u80cc\u79bb\u3002<\/li>\n<\/ul>\n<p>\u4e0b\u9762\u662f\u4e0a\u8ff0\u6570\u636e\u96c6\u7684\u4e00\u4e9b\u7edf\u8ba1\u6570\u636e.<\/p>\n<div><a class=\"j-wpcom-lightbox\" href=\"https:\/\/www.afenxi.com\/wp-content\/uploads\/2021\/02\/1614470145.png\" data-fancybox=\"gallery\" data-group=\"nogroup\" data-id=\"1\" data-index=\"1\" rel=\"nofollow\" ><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-82390 j-lazy\" data-original=\"https:\/\/www.afenxi.com\/wp-content\/uploads\/2021\/02\/1614470145.png\" src=\"https:\/\/byy3.com\/wp-content\/themes\/MNews%20V2.4\/images\/post-loading.gif\" width=\"1201\" height=\"915\" data-original=\"https:\/\/www.afenxi.com\/wp-content\/uploads\/2021\/02\/1614470145.png\" title=\"\u6570\u636e\u5206\u6790\u4e4b\u63a8\u8350\u7cfb\u7edf\u6570\u636e\u96c6\u5f00\u6e90\u5927\u5217\u8868\u63d2\u56fe1\" alt=\"\u6570\u636e\u5206\u6790\u4e4b\u63a8\u8350\u7cfb\u7edf\u6570\u636e\u96c6\u5f00\u6e90\u5927\u5217\u8868\u63d2\u56fe1\" \/><\/a><\/div>\n<p>\u82f1\u6587\u539f\u6587\uff1ahttps:\/\/github.com\/daicoolb\/RecommenderSystem-DataSet<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bfb \u4eca\u5929\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e2agithub\u4ed3\u5e93\uff0c\u6536\u96c6\u4e86\u975e\u5e38\u591a\u7684\u63a8\u8350\u7cfb\u7edf\u7684\u6570\u636e\u96c6\uff0c\u975e\u5e38\u7684\u5168\u9762\uff0c\u975e\u5e38\u7684\u5b9e\u7528\uff0c\u505a\u63a8\u8350\u7cfb\u7edf\u76f8 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[33,352,537,536],"class_list":["post-1003","post","type-post","status-publish","format-standard","hentry","category-python","tag-python","tag-537","tag-536"],"_links":{"self":[{"href":"https:\/\/byy3.com\/index.php?rest_route=\/wp\/v2\/posts\/1003","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/byy3.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/byy3.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/byy3.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/byy3.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1003"}],"version-history":[{"count":0,"href":"https:\/\/byy3.com\/index.php?rest_route=\/wp\/v2\/posts\/1003\/revisions"}],"wp:attachment":[{"href":"https:\/\/byy3.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1003"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/byy3.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1003"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/byy3.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}