{"id":38875,"date":"2019-03-18T00:00:03","date_gmt":"2019-03-17T16:00:03","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=38875"},"modified":"2022-01-04T03:12:50","modified_gmt":"2022-01-03T19:12:50","slug":"%e6%89%8b%e8%85%95%e4%b8%8a%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=38875","title":{"rendered":"\u624b\u8155\u4e0a\u7684\u4eba\u5de5\u667a\u6167"},"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\/03\/img_0.jpg\" alt=\"\u624b\u8155\u4e0a\u7684\u4eba\u5de5\u667a\u6167\" width=\"500\" height=\"333\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div 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Hashing\uff0cLSH\uff09\uff0c\u53ef\u5c07\u6578\u767e\u842c\u500b\u7368\u7acb\u5b57\u5143\u964d\u81f3\u4e00\u77ed\u4e14\u56fa\u5b9a\u9577\u5ea6\u7684\u4f4d\u5143\u5411\u91cf\uff0c\u4e14\u7121\u9808\u5132\u5b58\u4efb\u4f55\u8f38\u5165\u8a0a\u606f\u3001\u8a5e\u5411\u91cf\uff0c\u751a\u81f3\u9023\u8a13\u7df4\u6a21\u578b\u4e5f\u4e0d\u9700\u4f54\u7528\u8a18\u61b6\u9ad4\u7a7a\u9593\uff1b\u5982\u6b64\u4e00\u4f86\uff0c\u7cfb\u7d71\u4fbf\u80fd\u8fc5\u901f\u5730\u5c07\u8f38\u5165\u8a0a\u606f\u6295\u5f71\u81f3\u5c0d\u61c9\u7684\u4f4d\u5143\u5411\u91cf\uff0c\u76f8\u8f03\u65bc\u5176\u4ed6\u8f49\u63db\u8868\u793a\u6cd5\u66f4\u52a0\u5feb\u901f\u3002<\/p>\n<div id=\"attachment_81076\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-81076\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/03\/img_2-1.png\" alt=\"\" width=\"698\" height=\"384\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e00\u3001\u8f38\u5165\u7684\u8a0a\u606f\u88ab\u6295\u5f71\u70ba\u4f4d\u5143\u5411\u91cf\u3002\u5177\u6709\u76f8\u540c\u8a9e\u610f\u7684\u8a9e\u53e5\uff0c\u5982\u300cHey, how\u2019s it going?\u300d\u8207\u300cHow\u2019s it going, buddy?\u300d\u88ab\u6295\u5f71\u70ba\u540c\u4e00\u4f4d\u5143\u5411\u91cf\uff1b\u8a9e\u610f\u8fd1\u4f3c\u7684\u53e5\u5b50\uff0c\u5982\u300cHowdy, everything going well?\u300d\u5247\u88ab\u6295\u5f71\u70ba\u300c\u9130\u8fd1\u300d\u7684\u4f4d\u5143\u5411\u91cf\u3002\u5169\u8005\u53ea\u6709\u5169\u4f4d\u5143\u7684\u5dee\u7570\u3002(\u5716\u7247\u4f86\u6e90\uff1aS. Ravi, 2017.)<\/p>\n<\/div>\n<p>\u5b8c\u6210\u6295\u5f71\u8f49\u63db\u5f8c\uff0c\u7cfb\u7d71\u6703\u5c07\u8f38\u5165\u8a0a\u606f\u548c\u5c0d\u61c9\u7684\u6295\u5f71\u5411\u91cf\u7528\u4f86\u8a13\u7df4\u8a0a\u606f\u6295\u5f71\u6a21\u578b\uff08message projection model\uff09\u3002\u8a72\u6a21\u578b\u7684\u6838\u5fc3\u67b6\u69cb\u70ba\u5718\u968a\u6240\u8a2d\u8a08\u7684\u534a\u76e3\u7763\u5f0f\u5716\u50cf\u5b78\u7fd2\uff08semi-supervised graph learning\uff09\u6846\u67b6\uff0c\u53ef\u4ee5\u900f\u904e\u591a\u7a2e\u8a9e\u610f\u95dc\u4fc2\u7684\u7d44\u5408\uff0c\u5982\uff1a\u8a0a\u606f\u2500\u56de\u61c9\u76f8\u4e92\u4f5c\u7528\u3001\u55ae\u5b57\u2500\u7247\u8a9e\u76f8\u4f3c\u5ea6\u3001\u8a9e\u610f\u5206\u7fa4\u8cc7\u8a0a\u7b49\u4f86\u8a13\u7df4\u66f4\u5f37\u5927\u7684\u6a21\u578b\uff0c\u4e26\u505a\u51fa\u66f4\u6e96\u78ba\u7684\u5224\u65b7\uff0c\u751a\u81f3\u53ef\u4ee5\u6a21\u4eff\u4f7f\u7528\u8005\u7684\u500b\u4eba\u7528\u8a9e\u8207\u8aaa\u8a71\u98a8\u683c\u7b49\u3002<\/p>\n<p><strong>\u624b\u8155\u4e0a\u7684AI<\/strong><\/p>\n<p>\u9019\u7a2e\u80fd\u76f4\u63a5\u65bc\u8a2d\u5099\u4e0a\u7368\u7acb\u904b\u884c\u7684\u7cfb\u7d71\uff0c\u53ef\u7b2c\u4e00\u624b\u63a5\u6536\u3001\u8655\u7406\u4f7f\u7528\u8005\u7684\u8cc7\u8a0a\uff0c\u76f4\u63a5\u505a\u51fa\u9810\u6e2c\u8207\u56de\u8986\uff0c\u7701\u53bb\u5c07\u8cc7\u6599\u50b3\u8f38\u5230\u96f2\u7aef\u6216\u5176\u4ed6\u5e73\u53f0\uff0c\u904b\u7b97\u5f8c\u518d\u63a5\u6536\u7684\u624b\u7e8c\u3002<\/p>\n<p>\u7814\u7a76\u5718\u968a\u8868\u793a\uff0c\u5176\u5be6\u5728\u85cd\u5716\u898f\u756b\u968e\u6bb5\uff0c\u5927\u5bb6\u90fd\u62b1\u6301\u8457\u59d1\u4e14\u4e00\u8a66\u7684\u5fc3\u614b\uff0c\u7562\u7adfAndroid\u7a7f\u6234\u88dd\u7f6e\u6240\u642d\u8f09\u7684\u904b\u7b97\u8cc7\u6e90\u548c\u5132\u5b58\u7a7a\u9593\u76f8\u5c0d\u6709\u9650\uff0c\u6700\u7d42\u7adf\u80fd\u8a13\u7df4\u51fa\u9019\u6a23\u4e00\u500b\u5be6\u7528\u53c8\u6e96\u78ba\u7684\u667a\u6167\u56de\u8986\u6a21\u578b\uff0c\u5176\u5be6\u76f8\u7576\u51fa\u4e4e\u610f\u6599\u3002\u4ed6\u5011\u4e5f\u8868\u793a\u6703\u7e7c\u7e8c\u6539\u9032\u6a21\u578b\uff0c\u6700\u4f73\u5316\u904b\u7b97\u6548\u80fd\uff0c\u4e26\u8a13\u7df4\u6a21\u578b\u80fd\u63d0\u4f9b\u66f4\u591a\u6a23\u5316\u7684\u56de\u8986\u5efa\u8b70\uff0c\u5e36\u7d66\u6d88\u8cbb\u8005\u66f4\u4f73\u7684\u4f7f\u7528\u9ad4\u9a57\u3002<\/p>\n<div id=\"attachment_81077\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\" wp-image-81077\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/03\/img_3-1.png\" alt=\"\" width=\"685\" height=\"179\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e8c\u3001\u7814\u7a76\u5718\u968a\u8868\u793a\uff0c\u4ed6\u5011\u5c07\u8a13\u7df4\u7cfb\u7d71\u63d0\u4f9b\u66f4\u591a\u6a23\u5316\u7684\u56de\u8986\u5efa\u8b70\u3002(\u5716\u7247\u4f86\u6e90\uff1aS. Ravi, 2017.)<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<p>S. Ravi, \u201c<a href=\"https:\/\/ai.googleblog.com\/2017\/02\/on-device-machine-intelligence.html\">On-Device Machine Intelligence<\/a>\u00a0,\u201d Google AI Blog, 2017.<\/p>\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>\u9664\u4e86\u66ff\u4f7f\u7528\u8005\u5373\u6642\u56de\u8986\u8a0a\u606f\u3001\u8a18\u9304\u6216\u8ffd\u8e64\u500b\u4eba\u5065\u5eb7\u72c0\u614b\uff0c\u5404\u5927\u5ee0\u5546\u4e5f\u5e0c\u671b\u80fd\u5c07\u66f4\u591a\u7684\u529f\u80fd\u878d\u5165\u5982\u667a\u6167\u578b\u624b\u9336\u7b49\u88dd\u7f6e\u4e2d\uff0c\u63d0\u5347\u6d88\u8cbb\u8005\u4f7f\u7528\u9ad4\u9a57\u3002\u53ea\u662f\u80cc\u5f8c\u652f\u6301\u9019\u4e9b\u529f\u80fd\u7684\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\uff0c\u56e0\u70ba\u9f90\u5927\u7684\u904b\u7b97\u91cf\u548c\u8a18\u61b6\u7a7a\u9593\u9700\u6c42\uff0c\u591a\u50c5\u80fd\u65bc\u96f2\u7aef\u904b\u884c\u3002\u76f4\u5230Google Expander\u5718\u968a\u65bc2017\u5e74\u5e95\u63a8\u51fa\uff0c\u90e8\u7f72\u65bc\u7a7f\u6234\u5f0f\u88dd\u7f6e\u4e0a\u7684\u4f5c\u696d\u7cfb\u7d71Android Wear 2.0\uff08\u73feWear OS\uff09\uff0c\u6210\u529f\u7a81\u7834\u4e86\u9019\u9805\u9650\u5236\u3002\u4f7f\u7528\u8005\u53ea\u9700\u8f15\u89f8\u9336\u9762\uff0c\u7cfb\u7d71\u4fbf\u53ef\u81ea\u52d5\u9810\u6e2c\u56de\u8986\u5167\u5bb9\u50b3\u9001\u7d66\u5c0d\u65b9\u3002\u4e0d\u50c5\u652f\u63f4\u7b2c\u4e09\u65b9\u901a\u8a0a\u8edf\u9ad4\uff0c\u4e5f\u4e0d\u9700\u9023\u63a5\u4efb\u4f55\u96f2\u7aef\u5e73\u53f0\uff0c\u5728\u9336\u4e0a\u4fbf\u53ef\u7368\u7acb\u904b\u4f5c\u3002<\/p>\n","protected":false},"author":21,"featured_media":38876,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[6042,5990,4001,6043,1755,6044],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/img_0.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38875"}],"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=38875"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38875\/revisions"}],"predecessor-version":[{"id":38877,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38875\/revisions\/38877"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/38876"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38875"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38875"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38875"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}