{"id":48606,"date":"2024-02-27T16:43:56","date_gmt":"2024-02-27T08:43:56","guid":{"rendered":"https:\/\/swarma.org\/?p=48606"},"modified":"2024-02-27T16:43:56","modified_gmt":"2024-02-27T08:43:56","slug":"nature-methods%ef%bc%9a%e7%94%a8%e4%ba%8e%e4%b8%93%e5%ae%b6%e6%8c%87%e5%af%bc%e3%80%81%e8%a1%8c%e4%b8%ba%e5%8f%91%e7%8e%b0%e7%9a%84%e6%95%b0%e6%8d%ae%e5%ad%a6%e4%b9%a0%e5%b9%b3%e5%8f%b0-a-soid","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=48606","title":{"rendered":"Nature Methods\uff1a\u7528\u4e8e\u4e13\u5bb6\u6307\u5bfc\u3001\u884c\u4e3a\u53d1\u73b0\u7684\u6570\u636e\u5b66\u4e60\u5e73\u53f0 A-SOiD"},"content":{"rendered":"
\n
\n
\n
\n

<\/p>\n


<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n

\u5173\u952e\u8bcd\uff1a\u673a\u5668\u5b66\u4e60\uff0c\u4e3b\u52a8\u5b66\u4e60\uff0c\u884c\u4e3a\u53d1\u73b0<\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n


<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n<\/section>\n

\n
\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
<\/section>\n<\/section>\n
\n


<\/p>\n

<\/p>\n<\/section>\n

\n
\n
\n
\n
\u8bba\u6587\u9898\u76ee\uff1aA-SOiD, an active-learning platform for expert-guided, data-efficient discovery of behavior<\/span><\/section>\n
\u8bba\u6587\u671f\u520a\uff1aNature Methods<\/em>
<\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41592-024-02200-1<\/span><\/section>\n
<\/span><\/section>\n
<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

<\/section>\n

\u5728\u884c\u4e3a\u79d1\u5b66\u548c\u795e\u7ecf\u79d1\u5b66\u7684\u7814\u7a76\u4e2d\uff0c\u7cbe\u786e\u5730\u8bc6\u522b\u548c\u5206\u7c7b\u52a8\u7269\u7684\u884c\u4e3a\u6a21\u5f0f\u5bf9\u4e8e\u7406\u89e3\u5176\u795e\u7ecf\u673a\u5236\u81f3\u5173\u91cd\u8981\u3002\u968f\u7740\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u7279\u522b\u662f\u89c6\u9891\u76d1\u63a7\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\uff0c\u7814\u7a76\u8005\u4eec\u80fd\u591f\u6536\u96c6\u5927\u91cf\u7684\u884c\u4e3a\u6570\u636e\u3002\u7136\u800c\uff0c\u4ece\u8fd9\u4e9b\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u610f\u4e49\u7684\u884c\u4e3a\u4fe1\u606f\u4ecd\u7136\u662f\u4e00\u4e2a\u6311\u6218\uff0c\u56e0\u4e3a\u8fd9\u9700\u8981\u5927\u91cf\u7684\u624b\u52a8\u6807\u6ce8\u5de5\u4f5c\uff0c\u800c\u4e14\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u65f6\u5c24\u5176\u8017\u65f6\u8017\u529b\u3002<\/span><\/p>\n


<\/p>\n

\u9488\u5bf9\u8bc6\u522b\u548c\u63d0\u53d6\u81ea\u7136\u884c\u4e3a\u7684\u95ee\u9898\uff0c\u8fd1\u671f\u53d1\u8868\u5728Nature Methods<\/em>\u7684\u4e00\u9879\u7814\u7a76\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u578b\u8ba1\u7b97\u5e73\u53f0A-SOiD<\/span>\uff08Active Supervision-optimized identification\uff09<\/span>\uff0c\u65e8\u5728\u901a\u8fc7\u7ed3\u5408\u76d1\u7763\u5b66\u4e60\u548c\u975e\u76d1\u7763\u5b66\u4e60\u7684\u5143\u7d20\uff0c\u9ad8\u6548\u5730\u53d1\u73b0\u548c\u6807\u6ce8\u884c\u4e3a\u6570\u636e\u3002\u8be5\u5e73\u53f0\u5229\u7528\u4e3b\u52a8\u5b66\u4e60\u7b56\u7565\uff0c\u53ea\u9700\u5c11\u91cf\u7684\u6807\u6ce8\u6570\u636e\u5373\u53ef\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b\uff0c\u7136\u540e\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8bc6\u522b\u5e76\u8bf7\u6c42\u7528\u6237\u6807\u6ce8\u90a3\u4e9b\u6700\u80fd\u5e2e\u52a9\u6539\u5584\u6a21\u578b\u6027\u80fd\u7684\u6570\u636e\u70b9\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cA-SOiD\u80fd\u591f\u663e\u8457\u51cf\u5c11\u6240\u9700\u7684\u8bad\u7ec3\u6570\u636e\u91cf\uff0c\u540c\u65f6\u4fdd\u6301\u9ad8\u51c6\u786e\u7387\u3002\u8be5\u7814\u7a76\u5728\u5c0f\u9f20\u3001\u7315\u7334\u548c\u4eba\u7c7b\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u9a8c\u8bc1\uff0c\u5c55\u793a\u4e86\u5176\u5728\u4e0d\u540c\u7269\u79cd\u884c\u4e3a\u6807\u6ce8\u4e2d\u7684\u5e94\u7528\u6f5c\u529b\u3002\u5176\u4e2d\uff0c\u5728\u793e\u4ea4\u4e92\u52a8\u7684\u5c0f\u9f20\u4e2d\uff0cA-SOiD \u5728\u6240\u9700\u8bad\u7ec3\u6570\u636e\u51cf\u5c1185%\u7684\u60c5\u51b5\u4e0b\uff0c\u8868\u73b0\u4ecd\u4f18\u4e8e\u6807\u51c6\u65b9\u6cd5\u3002<\/span><\/p>\n


<\/p>\n

A-SOiD\u7684\u5f00\u53d1\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u884c\u4e3a\u6570\u636e\u6807\u6ce8\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u8fd8\u4e3a\u884c\u4e3a\u79d1\u5b66\u7814\u7a76\u63d0\u4f9b\u4e86\u65b0\u7684\u5de5\u5177\u548c\u65b9\u6cd5\u3002\u8be5\u5e73\u53f0\u7684\u5e94\u7528\u6709\u52a9\u4e8e\u52a0\u6df1\u6211\u4eec\u5bf9\u52a8\u7269\u548c\u4eba\u7c7b\u884c\u4e3a\u80cc\u540e\u590d\u6742\u795e\u7ecf\u673a\u5236\u7684\u7406\u89e3\uff0c\u63a8\u52a8\u795e\u7ecf\u79d1\u5b66\u3001\u5fc3\u7406\u5b66\u548c\u8ba4\u77e5\u79d1\u5b66\u7b49\u9886\u57df\u7684\u7814\u7a76\u8fdb\u5c55\u3002A-SOiD\u5e73\u53f0\u76ee\u524d\u5df2\u7ecf\u5f00\u6e90\u3002<\/span><\/p>\n


<\/p>\n

<\/p>\n

\u56fe1 A-SOiD\u4e3b\u52a8\u5b66\u4e60\u5e73\u53f0\uff0c\u901a\u8fc7\u4e0d\u540c\u7684\u7279\u5f81\u6743\u91cd\u63d0\u9ad8\u6570\u636e\u6548\u7387\u548c\u6574\u4f53\u6027\u80fd\u3002<\/span><\/p>\n


<\/section>\n
\n

<\/span><\/section>\n
\u7f16\u8bd1\uff5c\u5218\u57f9\u6e90<\/span><\/span><\/section>\n

<\/section>\n
\n
\n
\n
\n

\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/p>\n

<\/span><\/a><\/section>\n


<\/p>\n

\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u590d\u6742\u795e\u7ecf\u52a8\u529b\u5b66\u5230\u7c7b\u8111\u4eba\u5de5\u667a\u80fd<\/strong><\/a><\/p>\n


<\/p>\n


<\/p>\n

\u200d<\/span>\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
1. <\/strong>PRX\u901f\u9012\uff1a\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u76f8\u4e92\u4f5c\u7528\u7406\u8bba<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>Nat. Mach. Intell.\u901f\u9012\uff1a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u9ad8\u7ef4\u6570\u636e\u56e0\u679c\u7ed3\u6784\u5b66\u4e60<\/a><\/strong><\/span><\/strong><\/section>\n
<\/a><\/strong><\/span><\/section>\n
3.<\/strong> \u673a\u5668\u5b66\u4e60\u53ef\u91cd\u590d\u6027\u5371\u673a\u4e0b\uff0c\u521b\u5efa\u590d\u6742\u6570\u636e\u7cfb\u7edf\u7684\u6311\u6218<\/a><\/a><\/strong><\/strong><\/strong><\/span><\/section>\n
<\/strong><\/strong><\/strong><\/section>\n
4. <\/strong><\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong><\/strong>5.<\/strong> \u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/a><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/strong><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n


<\/p>\n


<\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/span><\/strong><\/p>\n

<\/strong><\/section>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5173\u952e\u8bcd\uff1a\u673a\u5668\u5b66\u4e60\uff0c\u4e3b\u52a8\u5b66\u4e60\uff0c\u884c\u4e3a\u53d1\u73b0 \u8bba\u6587\u9898\u76ee\uff1aA-SOiD, an active-learning platform for expert-guided, data-efficient discovery of behavior \u8bba\u6587\u671f\u520a\uff1aNature Methods \u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/w…<\/p>\n","protected":false},"author":0,"featured_media":48602,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/48606"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=48606"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/48606\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/48602"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=48606"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=48606"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=48606"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=48606"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}