{"id":1454,"date":"2015-10-28T01:28:19","date_gmt":"2015-10-27T17:28:19","guid":{"rendered":"http:\/\/www.storagelab.org.cn\/zhangdi\/?p=1454"},"modified":"2015-10-28T01:28:19","modified_gmt":"2015-10-27T17:28:19","slug":"%e6%95%b0%e6%8d%ae%e5%8f%af%e8%a7%86%e5%8c%96%e5%ad%a6%e6%9c%af%e6%a1%88%e4%be%8b%e9%9b%86%e8%90%83","status":"publish","type":"post","link":"https:\/\/www.divis.cn\/index.php\/2015\/10\/28\/%e6%95%b0%e6%8d%ae%e5%8f%af%e8%a7%86%e5%8c%96%e5%ad%a6%e6%9c%af%e6%a1%88%e4%be%8b%e9%9b%86%e8%90%83\/","title":{"rendered":"\u6570\u636e\u53ef\u89c6\u5316\u201c\u5b66\u672f\u201d\u6848\u4f8b\u96c6\u8403"},"content":{"rendered":"<p>\u524d\u6587\u6570\u636e\u53ef\u89c6\u5316\u5546\u4e1a\u6848\u4f8b\u96c6\u8403\u4e2d\uff0c\u7684\u786e\u80fd\u53d1\u73b0\u4e00\u4e2a\u89c4\u5f8b\uff0c\u5c31\u662f\u5f88\u591a\u53ef\u89c6\u5316\u4f5c\u54c1\uff0c\u5927\u591a\u4ee5\u4f20\u7edfBI\u4e2d\u4eea\u8868\u677f\uff08dashboard\uff09\u7684\u65b9\u5f0f\u5448\u73b0\uff0c\u9177\u70ab\u4e00\u70b9\u7684\u5c31\u662f\u518d\u501f\u7528\u4e00\u4e0b\u5730\u7406\u4fe1\u606f\u53ef\u89c6\u5316\u7684\u5185\u5bb9\u3002\u96be\u9053\u771f\u5982\u67d0\u4e9b\u77e5\u4e4e\u5927\u795e\u6240\u8bf4\uff0c\u6240\u8c13\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5c31\u662f\u96c7\u51e0\u4e2aNB\u8bbe\u8ba1\u5e08\uff0c\u628a\u4f20\u7edf\u7684\u4eea\u8868\u677f\u91cd\u65b0\u8bbe\u8ba1\u5305\u88c5\u4e00\u4e0b\uff1f\u5f53\u7136\u6ca1\u8fd9\u4e48\u7b80\u5355\u3002\u4e0b\u6587\u4e3b\u8981\u4ecb\u7ecd\u4e00\u4e9b\u56fd\u5185\u5916\u77e5\u540d\u7684\u6570\u636e\u53ef\u89c6\u5316\u9886\u57df\u7684\u5b66\u672f\u8303\u513f\u7f51\u7ad9\u3002\u5728\u5176\u4e2d\u4f60\u80fd\u770b\u5230\u5f88\u591a\u65b0\u9896\u7684\u3001\u975e\u4f20\u7edf\u7684\u53ef\u89c6\u5316\u6848\u4f8b\uff0c\u54ea\u6015\u662f\u6211\u4eec\u5e38\u89c1\u7684\u7edf\u8ba1\u56fe\u4e5f\u6709\u5404\u79cd\u521b\u65b0\uff0c\u8ba9\u6211\u4eec\u8d70\u4e0a\u5b66\u672f\u524d\u6cbf\u62d3\u5bbd\u773c\u754c\u5427\u3002<\/p>\n<p><strong>1.<a href=\"http:\/\/www.cs.umd.edu\/~ben\/\">\u9a6c\u91cc\u5170\u5dde\u7acb\u5927\u5b66Ben Shneiderman\u6559\u6388\u4e2a\u4eba\u7f51\u7ad9<\/a><\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/ben%20shneiderman.png\" width=\"936\" height=\"1024\" \/><\/p>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Ben_Shneiderman\">Ben Shneiderman\u6559\u6388<\/a>\u662f\u6570\u636e\u53ef\u89c6\u5316\u9886\u57df\u7684\u6743\u5a01\u5b66\u8005\uff0c\u751f\u4e8e1947\u5e74\uff0c\u662f\u7f8e\u56fd\u9a6c\u91cc\u5170\u5dde\u7acb\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u6559\u6388\uff0c\u4eba\u673a\u4e92\u52a8\u5b9e\u9a8c\u5ba4\u521b\u5efa\u8005\uff0c\u7cfb\u7edf\u7814\u7a76\u5b9e\u9a8c\u5ba4\u548c\u4fe1\u606f\u7814\u7a76\u5b66\u9662\u7684\u9644\u5c5e\u6559\u6388\u3002Ben Shneiderman\u6559\u6388\u65e9\u572880\u5e74\u4ee3\u672b\u5c31\u51fa\u540d\u4e86\uff0c\u5174\u8da3\u4e3b\u8981\u96c6\u4e2d\u5728\u4eba\u673a\u4ea4\u4e92\u3001\u7528\u6237\u4ea4\u4e92\u8bbe\u8ba1\u3001\u4fe1\u606f\u53ef\u89c6\u5316\u9886\u57df\uff0c\u8fd1\u5e74\u6765\u53c8\u8f6c\u5411\u793e\u4ea4\u9886\u57df\u7814\u7a76\uff0c\u8fd1\u671f\u53d1\u8868\u7684\u8bba\u6587\u6709<br \/>\n<a href=\"http:\/\/www.researchgate.net\/publication\/282794309_Cohort_comparison_of_event_sequences_with_balanced_integration_of_visual_analytics_and_statistics?ev=auth_pub\">Cohort comparison of event sequences with balanced integration of visual analytics and statistics<\/a>\uff0c<br \/>\n<a href=\"http:\/\/www.researchgate.net\/publication\/260478854_Mapping_Twitter_Topic_Networks_From_Polarized_Crowds_to_Community_Clusters?ev=auth_pub\">Mapping Twitter Topic Networks: From Polarized Crowds to Community Clusters<\/a><br \/>\n\u4ed6\u51fa\u7248\u8fc7\u597d\u51e0\u672c\u5173\u4e8e\u4eba\u673a\u4ea4\u4e92\u65b9\u9762\u7684\u6743\u5a01\u6559\u6750\uff0c\u6bd4\u5982\u8fd9\u672c<a href=\"http:\/\/www.amazon.cn\/%E7%94%A8%E6%88%B7%E7%95%8C%E9%9D%A2%E8%AE%BE%E8%AE%A1-%E6%9C%89%E6%95%88%E7%9A%84%E4%BA%BA%E6%9C%BA%E4%BA%A4%E4%BA%92%E7%AD%96%E7%95%A5-%E6%96%BD%E5%A5%88%E5%BE%B7%E6%9B%BC\/dp\/B0047VSYLU\/ref=sr_1_2?ie=UTF8&amp;qid=1445939112&amp;sr=8-2&amp;keywords=Ben+Shneiderman\">\u300a\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u2014\u2014\u6709\u6548\u7684\u4eba\u673a\u4ea4\u4e92\u7b56\u7565\u300b<\/a>\u3002Ben Shneiderman\u6559\u6388\u4e4b\u524d\u6709\u540d\u7684\u6210\u679c\u6709\u53d1\u660e\u4e86\u77e9\u5f62\u56fe\uff0c\u63d0\u51fa\u4e86<a href=\"http:\/\/www.lis186.com\/posts\/1262\">\u754c\u9762\u8bbe\u8ba1\u7684\u516b\u5927\u539f\u5219<\/a>\uff0c\u4ee5\u53ca\u63d0\u51fa\u4e86\u5173\u4e8e\u53ef\u89c6\u5316\u4ea4\u4e92\u8bbe\u8ba1\u7684\u539f\u5219\uff1a\u9996\u5148\u67e5\u770b\u6982\u89c8\uff0c\u901a\u8fc7\u7f29\u653e\u548c\u8fc7\u6ee4\uff0c\u518d\u7ee7\u7eed\u6309\u9700\u67e5\u770b\u7ec6\uff08overview first, zoom and filter, then details on demand\uff09\u3002<\/p>\n<p>\u6709\u8da3\u7684\u662f\uff0c\u59822014\u5e74InfoVis\u6700\u4f73\u8bba\u6587<a title=\"\" href=\"http:\/\/www.computer.org\/csdl\/trans\/tg\/preprint\/06875972.pdf\">Multivariate Network Exploration and Presentation: From Detail to Overview via Selections and Aggregations<\/a>\uff0c\u8be5\u5de5\u4f5c\u9996\u5148\u5c55\u793a\u7ed9\u7528\u6237\u4e00\u526f\u660e\u7ec6\u7684\u591a\u7ef4\u7f51\u7edc\u56fe\uff0c\u5e76\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4ea4\u4e92\u5f0f\u7684\u9009\u62e9\u7b49\u64cd\u4f5c\u5bf9\u7f51\u7edc\u56fe\u8fdb\u884c\u805a\u96c6\uff0c\u4ee5\u6784\u9020\u9ad8\u5c42\u6b21\u7ed3\u6784\u7684\u6982\u89c8\u56fe\u3002\u8be5\u8bba\u6587\u6311\u6218\u4e86\u53ef\u89c6\u5316\u7814\u7a76\u9886\u519b\u4eba\u7269Ben Shneiderman\u6240\u63d0\u51fa\u7684\u53ef\u89c6\u5316\u8bbe\u8ba1\u201c\u9b54\u5492\u201d\uff1a\u9996\u5148\u67e5\u770b\u6982\u89c8\uff0c\u901a\u8fc7\u7f29\u653e\u548c\u8fc7\u6ee4\uff0c\u518d\u7ee7\u7eed\u6309\u9700\u67e5\u770b\u7ec6\uff08overview first, zoom and filter, then details on demand\uff09\uff0c\u4ed6\u4eec\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u662f\u5148\u67e5\u770b\u7f51\u7edc\u56fe\u7684\u7ec6\u8282\u5185\u5bb9\uff0c\u518d\u901a\u8fc7\u4ea4\u4e92\u751f\u6210\u6982\u89c8\u56fe\uff0c\u5e76\u5728\u8be5\u8fc7\u7a0b\u4e2d\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u56fe\u7684\u7f51\u7edc\u7ed3\u6784\uff0c\u4e14\u6700\u7ec8\u751f\u6210\u7684\u6982\u89c8\u56fe\u80fd\u8ba9\u66f4\u5e7f\u6cdb\u7684\u53d7\u4f17\u6240\u7406\u89e3\u3002\u8be5\u8bba\u6587\u83b7\u5f97\u6700\u4f73\u8bba\u6587\u5956\uff0c\u8868\u660e\u5927\u4f1a\u4e0d\u4ec5\u4ec5\u5e0c\u671b\u7814\u7a76\u4eba\u5458\u80fd\u591f\u5728\u53ef\u89c6\u5316\u8bbe\u8ba1\u4e0a\u505a\u51fa\u7a81\u7834\uff0c\u66f4\u662f\u5728\u9f13\u52b1\u7814\u7a76\u8005\u53c2\u4e0e\u5230\u53ef\u89c6\u5316\u9886\u57df\u7684\u57fa\u7840\u7814\u7a76\u4e2d\u53bb\u3002\u53e6\u5916\uff0c\u6709\u610f\u601d\u7684\u662f\u8be5\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u7684\u5bfc\u5e08Jarke J. van Wijk\u66fe\u5efa\u8bae\u5c06\u4ed6\u4eec\u6240\u8bbe\u8ba1\u7684\u53ef\u89c6\u5316\u7cfb\u7edf\u547d\u540d\u4e3aNamredienhs\uff0c\u4e5f\u5c31\u662fShneiderman\u8fd9\u4e00\u540d\u5b57\u53cd\u8fc7\u6765\u62fc\u5199\u3002\u4f5c\u4e3a\u5fb7\u9ad8\u671b\u91cd\u7684\u8001\u6559\u6388\uff0cShneiderman\u4f3c\u4e4e\u4e5f\u7b11\u7eb3\u4e86\u665a\u8f88\u7684\u6dd8\u6c14\u3002<\/p>\n<p><strong>2.<a href=\"http:\/\/www.datavis.ca\/gallery\/\">\u8fc8\u514b\u5c14 \u5f17\u5170\u5fb7\u5229\u6559\u6388\u4e2a\u4eba\u7f51\u7ad9<\/a><\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/Michael%20Friendly.jpg\" width=\"942\" height=\"1024\" \/><\/p>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Michael_Friendly\">Michael Friendly \u6559\u6388<\/a>\u662f\u7f8e\u56fddatavis\u9886\u57df\u7684\u4e45\u8d1f\u76db\u540d\u7684\u4e13\u5bb6\u5b66\u8005\uff0c\u751f\u4e8e1945\u5e74\uff0c\u5728\u666e\u6797\u65af\u987f\u5927\u5b66\u83b7\u5f97\u5fc3\u7406\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u73b0\u5c31\u804c\u4e8e\u7f8e\u56fd\u7ebd\u7ea6\u5927\u5b66\u5fc3\u7406\u5b66\u7cfb\u3002\u4ed6\u9664\u4e86\u5728\u5fc3\u7406\u5b66\u65b9\u9762\u7684\u7814\u7a76\u5174\u8da3\u4e4b\u5916\uff0c\u8fd8\u5bf9\u6570\u636e\u5206\u6790\u3001\u7edf\u8ba1\u548c\u8ba1\u7b97\u673a\u5e94\u7528\u6709\u5e7f\u6cdb\u7684\u7ecf\u9a8c\u3002\u4ed6\u662fSAS\u7edf\u8ba1\u56fe\u5f62\u7684\u4f5c\u8005\u4e4b\u4e00\uff0cComputational and Graphical Statistics and Statistical Science \u6742\u5fd7\u7684\u526f\u4e3b\u7f16\u3002\u6700\u8fd1\u7684\u5de5\u4f5c\u5305\u62ec\u5206\u7c7b\u6570\u636e\u548c\u591a\u53d8\u91cf\u7ebf\u6027\u6a21\u578b\u7684\u56fe\u5f62\u5316\u65b9\u6cd5\uff0c\u4ee5\u53ca\u6570\u636e\u53ef\u89c6\u5316\u7684\u5386\u53f2\u7684\u7814\u7a76\u5de5\u4f5c\u3002<\/p>\n<p>\u4ed6\u7684\u4e2a\u4eba\u7f51\u7ad9\u5f53\u7136\u662f\u8d44\u6599\u4e30\u5bcc\uff0c\u5185\u5bb9\u591a\u591a\u3002\u9664\u4e86\u5404\u79cd\u5728\u7ebf\u8bba\u6587\u3001\u8bfe\u7a0b\u3001\u4e66\u7c4d\u7684\u7d22\u5f15\u5916\uff0c\u8fd8\u6709\u672c\u6587\u8981\u91cd\u70b9\u63a8\u4ecb\u7684Data visualization Gallery\u3002\u4e0d\u540c\u4e8e\u5176\u4ed6\u7c7b\u4f3c\u7684\u7f51\u7ad9\uff0cMichael Friendly \u6559\u6388\u5c06\u53ef\u89c6\u5316\u6848\u4f8b\u5212\u5206\u5165laurels(\u5149\u8363\u699c)\u548cdarts(\u6bdb\u75c5\u699c)\uff0c\u6bcf\u4e2a\u5206\u7c7b\u91cc\u90fd\u6709\u5f88\u591a\u6848\u4f8b\u3002\u6bd4\u5982\u4e0a\u56fe\u4e2d\u5c31\u662fdarts\u699c\u4e2d\u7684\u4e00\u6761\u76ee\uff1aevil pies\u7684\u9875\u9762\u3002\u867d\u71361801\u5e74\u997c\u56fe\u88abPlayfair\u53d1\u660e\u7684\u65f6\u5019\u662f\u4e00\u4e2a\u597d\u7684\u7edf\u8ba1\u56fe\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u663e\u793a\u4e00\u4e2a\u6574\u4f53\u4e2d\u5404\u90e8\u5206\u7684\u5bf9\u6bd4\u5173\u7cfb\uff0c\u4f46\u662f\u73b0\u5728\u997c\u56fe\u7684\u56fe\u5f62\u6ee5\u7528\u51e0\u4e4e\u8d85\u8fc7\u4e86\u5176\u4ed6\u4efb\u4f55\u56fe\u5f62\u5f62\u5f0f\u3002\u4e8b\u5b9e\u4e0a\u7531\u4e8e\u4eba\u5bf9\u4e8e\u89d2\u5ea6\u8fd9\u4e2a\u53ef\u89c6\u5316\u901a\u9053\u8fdc\u4e0d\u5982\u989c\u8272\u3001\u957f\u5ea6\u4e4b\u7c7b\u654f\u611f\uff0c\u6240\u4ee5\u997c\u56fe\u4e0d\u9002\u5408\u663e\u793a\u8d85\u8fc74\u4e2a\u4ee5\u4e0a\u7684\u5bf9\u6bd4\u5185\u5bb9\u3002\u81f3\u4e8e\u5bf9\u997c\u56fe\u8fdb\u884c3D\u5316\u3001\u7eb9\u7406\u5316\u90a3\u5c31\u66f4\u770b\u4e0d\u51fa\u89d2\u5ea6\u4e86\u3002\u4ee5\u4e0b\u7ed9\u51fa\u4e86\u5404\u79cd\u6848\u4f8b\u6765\u8bf4\u660e\uff0c\u975e\u5e38\u6709\u610f\u601d\u3002<\/p>\n<p>\u5f53\u7136Michael Friendly \u6559\u6388\u7684\u7f51\u7ad9\u8fdc\u4e0d\u6b62\u8fd9\u4e9b\u5185\u5bb9\uff0c\u6709\u5174\u8da3\u7684\u7ae5\u978b\u53ef\u4ee5\u81ea\u5df1\u53bb\u63a2\u7d22\u3002<\/p>\n<p><strong>3.\u00a0<a href=\"http:\/\/idl.cs.washington.edu\/\">\u7f8e\u56fd\u534e\u76db\u987f\u5927\u5b66\u4ea4\u4e92\u6570\u636e\u5b9e\u9a8c\u5ba4<\/a><\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/UW%20Interactive%20data%20lab.jpg\" width=\"942\" height=\"1024\" \/><\/p>\n<p>\u7f8e\u56fd\u534e\u76db\u987f\u5927\u5b66\u7684\u4ea4\u4e92\u6570\u636e\u5b9e\u9a8c\u5ba4\u5728\u53ef\u89c6\u5206\u6790\u9886\u57df\u4e45\u8d1f\u76db\u540d\uff0c\u5b83\u7684\u524d\u8eab\u662f\u65af\u5766\u798f\u53ef\u89c6\u5316\u5c0f\u7ec4\uff08\u00a0<a href=\"http:\/\/vis.stanford.edu\/\">Stanford Visualization Group<\/a>\uff09\u3002\u800c\u65af\u5766\u798f\u53ef\u89c6\u5316\u5c0f\u7ec4\u662f1990\u5e74\u7531<a href=\"http:\/\/graphics.stanford.edu\/~hanrahan\/\">Pat Hanrahan<\/a>\u6559\u6388\u6210\u7acb\u7684\uff0c\u8be5\u5c0f\u7ec4\u7684\u535a\u58eb\u5728\u7814\u7a76\u5b66\u4e60\u671f\u95f4\u5f00\u53d1\u4e86Polaris \u7cfb\u7edf\uff0c\u6bd5\u4e1a\u540e\u5728\u65af\u5766\u798f\u4ea7\u4e1a\u5b75\u5316\u56ed\u627e\u5230\u4e86\u51e0\u4e2a\u5408\u4f19\u4eba\uff0c\u5982\u4eca\u8be5\u7cfb\u7edf\u5546\u4e1a\u5316\u7684\u540d\u5b57\u5c31\u662f\u5927\u540d\u9f0e\u9f0e\u7684tableau\u3002<\/p>\n<p>2009\u5e74Jeffrey Heer\u6559\u6388\u52a0\u5165\u4e86\u65af\u5766\u798f\u5927\u5b66\u5e76\u9886\u5bfc\u4e86\u8be5\u5c0f\u7ec4, \u8fd9\u671f\u95f4\u5c0f\u7ec4\u5f00\u53d1\u4e86\u66f4\u591a\u7684\u77e5\u540d\u9879\u76ee\u5982<a href=\"http:\/\/idl.cs.washington.edu\/papers\/d3\">D3.js<\/a>\u00a0and\u00a0<a href=\"http:\/\/idl.cs.washington.edu\/papers\/protovis\">Protovis<\/a>\u00a0(led by Ph.D. student\u00a0<a href=\"http:\/\/bost.ocks.org\/mike\/\">Mike Bostock<\/a>), \u65b0\u672c\u6587\u53ef\u89c6\u5316\u5de5\u5177\u00a0<a href=\"http:\/\/idl.cs.washington.edu\/papers\/termite\/\">text<\/a>\u00a0<a href=\"http:\/\/idl.cs.washington.edu\/papers\/topic-model-diagnostics\/\">visualization<\/a>\u00a0(\u4e0e\u00a0<a href=\"http:\/\/nlp.stanford.edu\/\">Stanford NLP Group<\/a>\u00a0\u5408\u4f5c)\u30022013\u5e74Jeffrey Heer\u6559\u6388\u548c\u4ed6\u7684\u5c0f\u7ec4\u96c6\u4f53\u8df3\u69fd\u534e\u76db\u987f\u5927\u5b66\uff0c\u6240\u4ee5\u73b0\u5728\u8be5\u5c0f\u7ec4\u6539\u540d\u4e3a<a href=\"http:\/\/idl.cs.washington.edu\/\">\u7f8e\u56fd\u534e\u76db\u987f\u5927\u5b66\u4ea4\u4e92\u6570\u636e\u5b9e\u9a8c\u5ba4<\/a>\uff08UW Interactive\u00a0Data\u00a0Lab\uff09\u3002<\/p>\n<p>\u6309\u7167\u4ed6\u4eec\u7f51\u7ad9\u9996\u9875\u7684\u8bf4\u6cd5\uff0c\u4ed6\u4eec\u7684\u4f7f\u547d\u662f\u63d0\u9ad8\u4eba\u4eec\u7684\u7406\u89e3\u548c\u6c9f\u901a\u7684\u80fd\u529b\uff0c\u901a\u8fc7\u8bbe\u8ba1\u65b0\u7684\u4ea4\u4e92\u5f0f\u7cfb\u7edf\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u5206\u6790\u6570\u636e\u3002\u663e\u7136\uff0c\u4ee5\u4ed6\u4eec\u7684\u6210\u7ee9\u5b8c\u5168\u62c5\u5f97\u8d77\u8fd9\u4e2a\u53e3\u53f7\u3002\u6bcf\u5e74\u4ed6\u4eec\u90fd\u6709\u8bba\u6587\u53d1\u8868\u5728VIS\u3001VAST\u3001CSCW\u3001EuroVis\u7b49\u53ef\u89c6\u5316\u7684\u77e5\u540d\u4f1a\u8bae\u4e0a\u3002\u4ed6\u4eec\u7684\u7f51\u7ad9\u4e3b\u4f53\u5185\u5bb9\u662f\u5386\u5e74\u6765\u7684\u8bba\u6587\u3001\u7814\u7a76\u6210\u679c\u96c6\u8403\u3002<\/p>\n<p>\u76ee\u524d\u8be5\u5b9e\u9a8c\u5ba4\u8fdb\u884c\u4e2d\u7684\u9879\u76ee\u6709\uff1a\u9762\u5411\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u7684<a href=\"http:\/\/idl.cs.washington.edu\/papers\/reactive-vega\/\">\u7f16\u7a0b\u8bed\u8a00<\/a>\u3001<a href=\"http:\/\/idl.cs.washington.edu\/papers\/immens\/\">\u53ef\u6269\u5c55\u7cfb\u7edf<\/a>\u548c<a href=\"http:\/\/idl.cs.washington.edu\/papers\/lyra\/\">\u8bbe\u8ba1\u5de5\u5177<\/a>\u7684\u5f00\u53d1\uff1b\u5bf9\u53ef\u89c6\u5316\u5de5\u4f5c\u7684<a href=\"http:\/\/idl.cs.washington.edu\/papers\/perceptual-kernels\/\">\u8bc4\u4f30\u8bd5\u9a8c<\/a>\uff1b<a href=\"http:\/\/idl.cs.washington.edu\/papers\/ptm\/\">\u4e92\u52a8\u5f0f\u8bed\u8a00\u7ffb\u8bd1<\/a>\uff1b\u4ece<a href=\"http:\/\/idl.cs.washington.edu\/papers\/topic-models-language-usage\/\">\u5927\u89c4\u6a21\u6587\u672c\u5206\u6790<\/a>\u5230<a href=\"http:\/\/idl.cs.washington.edu\/papers\/invis\/\">\u4eba\u53e3\u57fa\u56e0\u7ec4<\/a>\u7684\u53ef\u89c6\u5206\u6790\u7cfb\u7edf\u7684\u5f00\u53d1\u3002\u00a0<a href=\"http:\/\/idl.cs.washington.edu\/papers\/reactive-vega\/\"><br \/>\n<\/a><\/p>\n<p><strong>4.<a href=\"http:\/\/vis.pku.edu.cn\/wiki\/\">\u5317\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4<\/a><\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/_2.png\" width=\"936\" height=\"1024\" \/><\/p>\n<p>\u5982\u679c\u8bf4\u4e4b\u524d\u4ecb\u7ecd\u7684\u51e0\u4e2a\u535a\u5ba2\u7f51\u7ad9\u662f\u4e16\u754c\u4e00\u6d41\u56e2\u961f\u7684\u7ad9\u70b9\uff0c\u90a3\u4e48\u63a5\u4e0b\u6765\u5317\u5927\u6d59\u5927\u7684\u53ef\u89c6\u5316\u5c0f\u7ec4\u7ad9\u70b9\u5c31\u662f\u56fd\u5185\u4e00\u6d41\u3002\u5317\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u7684leader\u662f<a href=\"http:\/\/vis.pku.edu.cn\/yuanxiaoru\/index.html\">\u8881\u6653\u5982\u6559\u6388<\/a>\uff0c\u4ed6\u4eec\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u7b80\u4ecb\u3001\u6210\u5458\u4ecb\u7ecd\u3001\u9879\u76ee\u6848\u4f8b\u5927\u5bb6\u53ef\u4ee5\u4e0a<a href=\"http:\/\/vis.pku.edu.cn\/wiki\/\">\u4ed6\u4eec\u5c0f\u7ec4\u7684wiki<\/a>\u67e5\u770b\uff0c\u8fd9\u91cc\u4e0d\u8d58\u8ff0\u3002<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u6bcf\u5e74\u90fd\u4f1a\u4e3e\u529e\u5317\u5927\u53ef\u89c6\u5316\u6691\u671f\u5b66\u6821\uff0c3\u4e2a\u6708\u524d\u6211\u524d\u6211\u521a\u521a\u4ece\u4ed6\u4eec\u90a3\u91cc\u5b66\u4e86\u4e00\u5708\u5f52\u6765\uff0c\u53d1\u4e86\u597d<a href=\"http:\/\/www.storagelab.org.cn\/zhangdi\/tag\/%E5%8C%97%E5%A4%A7%E5%8F%AF%E8%A7%86%E5%8C%96%E6%9A%91%E6%9C%9F%E5%AD%A6%E6%A0%A1\/\">\u51e0\u7bc7\u535a\u5ba2<\/a>\u8bb0\u8f7d\u4e86\u5f53\u65f6\u6240\u89c1\u6240\u60f3\u3002\u5317\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u7684\u6210\u5458\u961f\u5458\uff0c\u4e0d\u7528\u8bf4\u90fd\u662f\u5317\u5927\u7684\u7cbe\u82f1\uff0c\u6c34\u5e73\u662f\u76f8\u5f53\u9ad8\uff0c\u82f1\u8bed\u662f\u76f8\u5f53\u597d\uff0cPPT\u914d\u5408\u89c6\u9891\u505a\u5f97\u5f88\u6e9c\u3002\u4ed6\u4eec\u4e5f\u6709\u4e00\u4e2a<a href=\"http:\/\/vis.pku.edu.cn\/blog\/%E5%AF%B9%E4%BA%8E%E7%A8%80%E7%96%8F%E9%87%87%E6%A0%B7%E7%9A%84%E5%B8%A6%E6%9C%89%E5%9C%B0%E7%90%86%E6%A0%87%E7%AD%BE%E7%9A%84%E7%A4%BE%E4%BA%A4%E5%AA%92%E4%BD%93%E6%95%B0%E6%8D%AE%E7%9A%84%E4%BA%A4\/\">\u5b98\u65b9\u535a\u5ba2<\/a>\uff0c\u91cc\u9762\u7684\u6587\u7ae0\u4e3b\u8981\u662f\u8bba\u6587\u7b80\u8ff0\uff0c\u5bf9\u8c61\u662f\u5305\u62ec\u4ed6\u4eec\u81ea\u5df1\u7684\u8bba\u6587\u5728\u5185\u7684\u5404\u79cd\u53ef\u89c6\u5316\u76f8\u5173\u8bba\u6587\u3002\u8fd9\u4e9b\u8bba\u6587\u7b80\u8ff0\u975e\u5e38\u6709\u7528\uff0c\u5c24\u5176\u662f\u5543\u82f1\u6587\u539f\u6587\u6bd4\u8f83\u8d39\u52b2\u7684\u540c\u5b66\uff0c\u53ef\u4ee5\u5148\u770b\u8fd9\u4e9b\u4eba\u5bb6\u7684\u7b80\u8ff0\uff0c\u89c9\u5f97\u6709\u7528\u518d\u53bb\u8bfb\u539f\u6587\u3002\u770b\u4f5c\u8005\u7684\u59d3\u540d\u548c\u53d1\u8868\u65e5\u671f\u53ef\u4ee5\u77e5\u9053\uff0c\u8fd9\u4e9b\u8bba\u6587\u7b80\u8ff0\u5e94\u8be5\u662f\u4ed6\u4eec\u5c0f\u7ec4\u5185\u90e8\u7684\u4f5c\u4e1a\uff0c\u6bcf\u4e2a\u5b66\u751f\u4e00\u4e2a\u6708\u770b\u4e00\u7bc7\u8bba\u6587\uff0c\u5199\u7b80\u8ff0\u540e\u53d1\u8868\u5728\u8be5\u7f51\u7ad9\u4e0a\u3002\u6211\u8ba4\u4e3a\u6709\u5fd7\u4e8e\u5b66\u672f\u7814\u7a76\u7684\u9879\u76ee\u7ec4\u5e94\u8be5\u5b66\u4e60\u4eba\u5bb6\u7684\u505a\u6cd5\u3002<\/p>\n<p><strong>5.<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagblog\/\">\u6d59\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4<\/a><\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/_3.png\" width=\"944\" height=\"1024\" \/><\/p>\n<p>\u6b63\u6240\u8c13\u5357\u6b66\u5f53\uff0c\u5317\u5c11\u6797\uff0c\u5317\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u662f\u4e2d\u56fd\u53ef\u89c6\u5316\u9886\u57df\u7684\u5c11\u6797\uff0c\u90a3\u4e48\u6d59\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u5c31\u662f\u6b66\u5f53\u3002\u53bb\u5e74\u6d59\u5927\u53ef\u89c6\u5206\u6790\u5c0f\u7ec4\u4e00\u53e3\u6c14\u5728VAST\u5927\u4f1a\u4e0a\u53d1\u4e865\u7bc7\u8bba\u6587\uff08\u4e00\u5171\u4e5f\u5c31\u6536\u5f5540\u591a\u7bc7\u8bba\u6587\uff09\uff0c\u53ef\u8c13\u662f\u4e2d\u56fd\u53ef\u89c6\u5316\u9886\u57df\u4f1a\u8bae\u8bba\u6587\u53d1\u8868\u6700\u597d\u6210\u7ee9\u3002\u6d59\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u7531<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/chenwei\/\">\u9648\u4e3a\u6559\u6388<\/a>\u9886\u5bfc\u3002\u9648\u4e3a\u6559\u6388\u662f\u4e2a\u975e\u5e38\u548c\u853c\u53ef\u4eb2\u7684\u4eba\uff0c\u642c\u884c\u674e\u4e0b\u5730\u94c1\u8fd8\u4e0d\u53eb\u4eba\u5e2e\u5fd9\u3002\u5728\u6211\u521a\u5f00\u59cb\u7814\u7a76\u6570\u636e\u53ef\u89c6\u5316\u7684\u65f6\u5019\uff0c\u56fd\u5185\u7684\u725b\u4eba\u6211\u53ea\u8ba4\u4ed6\u3002\u539f\u56e0\u662f\u4ed6\u548c<a href=\"http:\/\/weibo.com\/zqshen79\">\u6c88\u5219\u6f5c<\/a>\u7b49\u7f16\u8457\u4e86\u8fd9\u672c\u300a<a href=\"http:\/\/www.amazon.cn\/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B8%9B%E4%B9%A6-%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96-%E9%99%88%E4%B8%BA\/dp\/B00GDI2SGC\/ref=pd_sim_b_2?ie=UTF8&amp;refRID=0ATX0V1SR7K0FKD83X0D\" target=\"_blank\" rel=\"noopener\">\u5927\u6570\u636e\u4e1b\u4e66:\u6570\u636e\u53ef\u89c6\u5316<\/a>\u300b\uff0c\u662f\u62112013\u5e74\u770b\u8fc7\u7684\u56fd\u5185\u6700\u5168\u6700\u597d\u7684\u4e13\u8457\u3002\u4e3a\u6b64\u6211\u8fd8\u4e13\u95e8\u505a\u4e86\u4e2a<a href=\"http:\/\/mind42.com\/public\/06a0db6b-522e-4f59-9a4e-684a09149eb9\">\u601d\u7ef4\u5bfc\u56fe<\/a>\uff0c\u8bb0\u8f7d\u6211\u770b\u8fd9\u672c\u4e66\u6240\u4e86\u89e3\u7684\u4e00\u5207\u3002<\/p>\n<p>\u6d59\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u5728\u9648\u4e3a\u6559\u6388\u9886\u5bfc\u4e0b\u5f88\u65e9\u5c31\u5f00\u4e86<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagblog\/\">\u535a\u5ba2<\/a>\uff0c\u5185\u5bb9\u4e5f\u662f\u4ee5\u8bba\u6587\u7b80\u8ff0\u4e3a\u4e3b\uff0c\u4f46\u5185\u5bb9\u66f4\u4e30\u5bcc\u3002\u9996\u5148\u5f88\u6709\u7528\u7684\u662f<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagblog\/?page_id=729\">paper collection<\/a>\uff0c\u7531\u6d59\u5927\u5b66\u751f\u6574\u7406\u4e86VAST\u3001InfoVIS\u3001SciVIS\u3001EuroVIS\u3001Pacific Visualization \u7b49\u6570\u636e\u53ef\u89c6\u5316\u77e5\u540d\u4f1a\u8bae\u7684\u8bba\u6587\u5171\u4eab\u51fa\u6765\uff0c\u53ef\u4ee5\u5404\u79cd\u4e0b\u8f7d\uff1b\u5176\u6b21\u4ed6\u4eec\u8fd8\u5728\u535a\u5ba2\u4e0a\u5206\u4eab\u4e86\u4e00\u5957\u6559\u5b66\u7684PPT<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagblog\/?page_id=1302\">\u300a\u53ef\u89c6\u5316\u7684\u57fa\u672c\u539f\u7406\u548c\u65b9\u6cd5\u300b<\/a>\uff0c\u7531\u9648\u4e3a\u6559\u6388\u7b49\u7f16\u8457\uff0c\u503c\u5f97\u4e0b\u8f7d\u5b66\u4e60\uff1b\u4ed6\u4eec\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u9879\u76ee\u548c\u6210\u679c\uff0c\u53ef\u4ee5\u5728<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagblog\/?page_id=1135\">VAG Research<\/a>\u770b\u5230\uff1b\u6b64\u5916\u8fd8\u6709\u9648\u4e3a\u6559\u6388\u7684<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagblog\/?cat=69\">\u968f\u611f\u7b14\u8bb0<\/a>\uff0c\u8ba8\u8bba\u4e86\u4e00\u4e9b\u5b66\u672f\u548c\u751f\u6d3b\u7684\u70ed\u70b9\u95ee\u9898\uff0c\u6bd4\u5e72\u770b\u8bba\u6587\u66f4\u6709\u610f\u601d\u3002\u518d\u60f3\u8d77\u9648\u4e3a\u8001\u5e08\u7684\u97f3\u5bb9\u7b11\u8c8c\uff0c\u4eff\u4f5b\u4ed6\u4eba\u5c31\u5728\u773c\u524d\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u6d59\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u4eca\u5e74\u6765\u4e5f\u5efa\u7acb\u4e86\u4ed6\u4eec\u7684<a href=\"http:\/\/www.cad.zju.edu.cn\/home\/vagwiki\/index.php\/Main_Page\">wiki<\/a>\uff0c3\u4e2a\u6708\u524d\u5185\u5bb9\u8fd8\u4e0d\u662f\u5f88\u5b8c\u5584\uff0c\u73b0\u5728\u5df2\u7ecf\u5b8c\u5584\u4e86\u5f88\u591a\u3002\u53ef\u4ee5\u770b\u5f97\u51fa\uff0c\u6d59\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u8ddf\u5317\u5927\u53ef\u89c6\u5316\u5c0f\u7ec4\u4e4b\u95f4\u7684\u4ea4\u6d41\u662f\u5f88\u5bc6\u5207\u7684\u3002<\/p>\n<p>6<a href=\"http:\/\/web.cs.ucdavis.edu\/~ma\/\">\u9a6c\u5321\u516d<\/a>\u6559\u6388\u4e2a\u4eba\u7f51\u7ad9<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/_6.png\" width=\"936\" height=\"1024\" \/><\/p>\n<p>\u9a6c\u5321\u516d\u6559\u6388\u73b0\u4efb\u52a0\u5dde\u6234\u7ef4\u65af\u5206\u6821\u6559\u6388\uff0c<a href=\"http:\/\/vidi.cs.ucdavis.edu\/new\">VIDI lab<\/a> (Visualization &amp; interface Design Innovation lab)\u7684leader\u3002\u7956\u7c4d\u53f0\u6e7e\uff0c\u4e3a\u76ee\u524d\u534e\u4eba\u5728\u53ef\u89c6\u5316\u9886\u57df\u6210\u5c31\u6700\u5927\u8005\uff0c\u4ed6\u5f15\u9886\u548c\u5f00\u521b\u4e86\u591a\u4e2a\u53ef\u89c6\u5316\u7814\u7a76\u65b9\u5411\uff08\u5982\u9ad8\u6027\u80fd\u5e76\u884c\u53ef\u89c6\u5316\u3001\u667a\u80fd\u53ef\u89c6\u5316\u4e0e\u754c\u9762\u8bbe\u8ba1\u3001\u53ef\u89c6\u5316\u827a\u672f\u8bbe\u8ba1\uff09\uff0c\u63d0\u51fa\u7684\u57fa\u4e8ebinary swap\u7684\u9ad8\u6548\u5e76\u884c\u4f53\u53ef\u89c6\u5316\u7b97\u6cd5\u3001\u7ed3\u5408\u6570\u636e\u6316\u6398\u7684\u9ad8\u7ef4\u4f53\u6570\u636e\u5206\u7c7b\u7b97\u6cd5\u3001\u57fa\u4e8e\u4ee3\u7801\u8815\u866b\u7684\u8f6f\u4ef6\u7cfb\u7edf\u53ef\u89c6\u5316\u7cfb\u7edf\u3001\u57fa\u4e8e\u586b\u5145\u66f2\u7ebf\u7684\u5feb\u901f\u56fe\u5e03\u5c40\u7b97\u6cd5\u7b49\u5f15\u8d77\u4e86\u79d1\u7814\u754c\u7684\u5de8\u5927\u53cd\u54cd\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u751f\u547d\u533b\u5b66\u3001\u6750\u6599\u3001\u5929\u6587\u7269\u7406\u3001\u6c14\u5019\u6a21\u62df\u3001\u5730\u9707\u6a21\u62df\u3001\u6e4d\u6d41\u71c3\u70e7\u7b49\u9886\u57df\u7684\u6570\u636e\u5206\u6790\u3002\u4ed6\u5728\u56fd\u9645\u91cd\u8981\u5b66\u672f\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u5171\u53d1\u8868200\u4f59\u7bc7\u8bba\u6587\uff0c\u5176\u4e2d50\u4f59\u7bc7\u53d1\u8868\u5728\u53ef\u89c6\u5316\u53ca\u76f8\u5173\u9886\u57df\uff08\u5982\u8d85\u7ea7\u8ba1\u7b97\u3001\u56fe\u5f62\u5b66\uff09\u7684\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\uff08\u5305\u62ecACM SIGGRAPH, IEEE Transaction on Visualization and Graphics, IEEE Visualization, SuperComputing\uff09\u3002\u4ed6\u624b\u4e0b\u535a\u58eb\u751f\u534e\u4eba\u76f8\u5f53\u591a\uff0c\u6253\u5f00\u5176Team\u540d\u5355\uff0c\u7167\u7247\u51e0\u4e4e\u90fd\u662f\u534e\u4eba\u9762\u5b54\u3002\u770b\u6765\u7f8e\u56fd\u535a\u58eb\u5708\u5feb\u88ab\u534e\u4eba\u5360\u9886\u4e86\u6b64\u8a00\u975e\u865a\u3002<\/p>\n<p>\u6211\u8ddf\u9a6c\u6559\u6388\u66fe\u5728ChinaViz\u4f1a\u8bae\u4e0a\u89c1\u8fc7\uff0c\u6211\u5411\u4ed6\u8be2\u95ee\u4e86\u201c\u8bba\u6587\u8ddf\u4eba\u649e\u9898\u4e86\u600e\u4e48\u529e\u201d\u7684\u95ee\u9898\u3002\u4ed6\u7684\u56de\u7b54\u662f\uff0c\u505a\u7814\u7a76\uff0c\u5c31\u5f97\u5feb\u3002\u5982\u679c\u5b9e\u5728\u662f\u649e\u9898\u4e86\uff0c\u4e5f\u4e0d\u7528\u653e\u5f03\uff0c\u53ef\u4ee5\u5bfb\u627e\u540c\u4e00\u95ee\u9898\u7684\u4e0d\u540c\u89d2\u5ea6\uff0c\u6df1\u5165\u4e0b\u53bb\uff0c\u627e\u65b0\u7684\u6269\u5c55\u70b9\u3002<\/p>\n<p>7.<a href=\"http:\/\/www.vizinsight.com\/\">\u89c6\u7269\u81f4\u77e5<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/_4.png\" width=\"944\" height=\"1024\" \/><\/p>\n<p>\u6240\u8c13\u89c6\u7269\u81f4\u77e5\uff0c\u5c31\u662f\u53ef\u89c6\u5316\u7684\u6587\u8a00\u8bf4\u6cd5\u5566\u3002\u8fd9\u4e2a\u4fe1\u606f\u53ef\u89c6\u5316\u4e3b\u9898\u7684\u535a\u5ba2\u662f<a href=\"http:\/\/weibo.com\/zqshen79\">\u6c88\u5219\u6f5c<\/a>\u535a\u58eb\u521b\u5efa\u7684\u3002\u4ed6\u5e08\u4ece\u52a0\u5dde\u5927\u5b66\u6234\u7ef4\u65af\u5206\u6821\u7684<a href=\"http:\/\/web.cs.ucdavis.edu\/~ma\/\">\u9a6c\u5321\u516d\u8001\u5e08<\/a>\uff0c\u6bd5\u4e1a\u540e\u4ecd\u7136\u5728\u53ef\u89c6\u5316\u5708\u6d3b\u8dc3\uff0c\u4ed6\u8ddf\u9648\u4e3a\u6559\u6388\u4e5f\u6709\u5404\u79cd\u5408\u4f5c\u5173\u7cfb\u3002\u636e\u8bf4\u4ed6\u5728\u7f8e\u56fdebay\u7814\u7a76\u9662\u5de5\u4f5c\uff0c\u6211\u6ca1\u6709\u89c1\u8fc7\u4ed6\u3002\u76f8\u5bf9\u4e8e\u4e0a\u9762\u4ecb\u7ecd\u7684\u7f51\u7ad9\uff0c\u8fd9\u4e2a\u89c6\u7269\u81f4\u77e5\u5b66\u672f\u5473\u7a0d\u5fae\u6de1\u4e00\u70b9\uff0c\u66f4\u591a\u5730\u662f\u4ee5\u8f7b\u677e\u5730\u53e3\u543b\uff0c\u79d1\u666e\u53ef\u89c6\u5316\u7684\u6848\u4f8b\u548c\u6545\u4e8b\u3002\u53ef\u4ee5\u589e\u8fdb\u5174\u8da3\uff0c\u542f\u53d1\u7075\u611f\u3002\u4e0d\u8fc7\u9057\u61be\u7684\u662f\uff0c\u4e0d\u77e5\u9053\u4ec0\u4e48\u539f\u56e0\uff0c2014\u5e74\u4ee5\u540e\u5728\u6ca1\u6709\u66f4\u65b0\uff0c\u4ed6\u7684\u5fae\u535a\u73b0\u5728\u4e5f\u53ea\u5e72\u5e72\u8f6c\u53d1\u4e4b\u7c7b\u7684\u4e8b\u3002\u4f46\u613f\u4e00\u5207\u8fd8\u597d\u3002<\/p>\n<p>8.<a href=\"http:\/\/vislab.caixin.com\/\">\u8d22\u7ecf\u65b0\u95fb\u7f51\u6570\u636e\u53ef\u89c6\u5316\u5b9e\u9a8c\u5ba4<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/_5.png\" width=\"944\" height=\"1024\" \/><\/p>\n<p>\u6700\u8fd1\u4e24\u5e74\u201c\u6570\u636e\u65b0\u95fb\u201d\u5341\u5206\u706b\u7206\uff0c\u56fd\u5185\u8fd9\u4e2a\u9886\u57df\u7684\u9886\u5934\u7f8a\u53ef\u4ee5\u8bf4\u5c31\u662f\u8fd9\u4e2a\u8d22\u7ecf\u65b0\u95fb\u7f51\u7684\u6570\u636e\u53ef\u89c6\u5316\u5b9e\u9a8c\u5ba4\u3002\u4e0e\u4e4b\u524d\u5b9e\u6253\u5b9e\u7684\u5b66\u672f\u673a\u6784\u4e0d\u540c\uff0c\u8fd9\u4e2a\u201c\u5b9e\u9a8c\u5ba4\u201d\u5176\u5b9e\u662f\u8d22\u7ecf\u65b0\u95fb\u7f51\u8fd9\u4e2a\u5a92\u4f53\u516c\u53f8\u81ea\u5df1\u5185\u90e8\u7684\u4e00\u4e2a\u5355\u4f4d\uff0c\u8d1f\u8d23\u4eba\u662f<a href=\"http:\/\/huangzhimin.blog.caixin.com\/\">\u9ec4\u5fd7\u654f\u5148\u751f<\/a>\u3002\u9ec4\u5fd7\u654f\u5148\u751f\u66fe\u7ecf\u662f\u7f51\u6613\u5f00\u521b\u65f6\u4ee3\u76846\u4e2a\u5458\u5de5\u4e4b\u4e00\uff0c\u540e\u6765\u8df3\u69fd\u5230\u8d22\u7ecf\u65b0\u95fb\uff0c\u73b0\u4efb\u9996\u5e2d\u6280\u672f\u5b98\u3002\u56e0\u4e3a\u5de5\u4f5c\u6027\u8d28\u7684\u7f18\u6545\uff0c\u4ed6\u6765\u4f20\u5a92\u5927\u5b66\u4f5c\u62a5\u544a\u6bd4\u8f83\u591a\uff0c\u4ed6\u4eec\u516c\u53f8\u4e5f\u6709\u6211\u4eec\u5b66\u6821\u5f88\u591a\u5b9e\u4e60\u751f\uff0c\u6211\u8ddf\u4ed6\u5f53\u9762\u804a\u8fc7\u5f88\u4e45\u3002\u4ed6\u5bf9\u6280\u672f\u8fd8\u662f\u975e\u5e38\u770b\u91cd\u7684\uff0c\u80fd\u5728\u4e00\u5bb6\u7eaf\u5a92\u4f53\u516c\u53f8\u517b\u4e00\u4e9b\u6210\u672c\u662f\u666e\u901a\u6587\u804c\u4eba\u5458\u6570\u500d\u7684\u7a0b\u5e8f\u5458\uff0c\u4e5f\u662f\u76f8\u5f53\u6709\u9b44\u529b\u7684\u3002\u4ed6\u4eec\u4e4b\u524d\u505a\u7684\u4e00\u4e9b\u6848\u4f8b\uff0c\u6bd4\u5982\u300a\u5468\u6c38\u5eb7\u7684\u4eba\u4e0e\u8d22\u300b\u3001\u300a\u4e2d\u4e1c\u5730\u533a\u7684\u654c\u53cb\u5173\u7cfb\u300b\u90fd\u6536\u5230\u4e86\u5f88\u4e0d\u9519\u7684\u53cd\u54cd\u3002<\/p>\n<p>\u4ed6\u4eec\u8fd9\u4e2a\u7f51\u7ad9\u6bd4\u8d77\u524d\u9762\u51e0\u4e2a\u7684\u5b66\u672f\u5316\u8272\u5f69\u66f4\u6de1\u4e00\u4e9b\uff0c\u4e3b\u8981\u504f\u5411\u4e8e\u4fe1\u606f\u53ef\u89c6\u5316\u3001\u4fe1\u606f\u56fe\u3001\u6570\u636e\u65b0\u95fb\u7684\u76f8\u5173\u6848\u4f8b\u7814\u7a76\u3002<br \/>\n<strong>9. <a href=\"http:\/\/survey.timeviz.net\/\">\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u6848\u4f8b\u7efc\u8ff0<\/a><br \/>\n<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/timeviz.png\" width=\"936\" height=\"1024\" \/><\/p>\n<p>\u8fd9\u4e2a\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u7ad9\u70b9\uff0c\u5c06\u5404\u7c7b\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u6848\u4f8b\u603b\u7ed3\u5206\u7c7b\uff0c\u6bcf\u4e2a\u56fe\u90fd\u6709\u5176\u6765\u6e90\u8bba\u6587\uff0c\u662f\u53ef\u89c6\u5316\u5e03\u5c40\u7814\u7a76\u7684\u91cd\u8981\u53c2\u8003\u3002\u5b83\u7684\u4f5c\u8005\u662f\u6765\u81ea\u5fb7\u56fd\u7684<a href=\"http:\/\/www.informatik.uni-rostock.de\/~ct\/\">Christian Tominski\u535a\u58eb<\/a>\u548cWolfgang Aigner\u535a\u58eb\u3002\u5176\u4e2d\u524d\u8005\u7684\u4e3b\u8981\u7814\u7a76\u7684\u662f\u53ef\u89c6\u5316\u7684\u6bd4\u8f83\u7b49\u7406\u8bba\u5c42\u6b21\u8f83\u6df1\u7684\u5185\u5bb9\u3002\u6b64\u5916\uff0c\u4ed6\u5bf9\u8fd0\u52a8\u8f68\u8ff9\u53ef\u89c6\u5316\uff0c\u65f6\u5e8f\u3001\u65f6\u7a7a\u6570\u636e\u53ef\u89c6\u5316\u4e5f\u6709\u5f88\u6df1\u7684\u9020\u8be3\u3002\u5728\u4ed6\u7684<a href=\"http:\/\/www.informatik.uni-rostock.de\/~ct\/\">\u4e2a\u4eba\u7f51\u7ad9<\/a>\u4e2d\u6709\u8bb8\u591a\u76f8\u5173\u8bba\u6587\u3002<\/p>\n<p><strong>10<a href=\"http:\/\/vcg.informatik.uni-rostock.de\/~hs162\/treeposter\/poster.html\">.\u6811\u5f62\u6570\u636e\u53ef\u89c6\u5316\u6848\u4f8b\u7efc\u8ff0<\/a><br \/>\n<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/treeviz.png\" width=\"936\" height=\"1024\" \/><\/p>\n<p>\u540c\u4e0a\uff0c\u4e0d\u8fc7\u91cd\u70b9\u5728\u4e8e\u6811\u5f62\u6570\u636e\u3002\u5176\u4f5c\u8005\u663e\u7136\u8ddfChristian Tominski\u535a\u58eb\u76f8\u4e92\u8ba4\u8bc6\u3002\u6ca1\u9519\uff0c\u4ed6\u5c31\u662fHans-J\u00f6rg Schulz\u535a\u58eb\uff0c\u4e5f\u6765\u81ea\u5fb7\u56fd\u3002Hans-J\u00f6rg Schulz\u535a\u58eb\u7684\u4e3b\u8981\u7814\u7a76\u5185\u5bb9\u662f\u5f00\u53d1\u53ef\u89c6\u5316\u548c\u5206\u6790\u65b9\u6cd5\uff0c\u4ee5\u4fbf\u4e8e\u7406\u89e3\u7ed3\u6784\u5316\u6570\u636e\uff0c\u7740\u91cd\u4e8e\u56fe\u548c\u8d85\u56fe\u7ed3\u6784\u3002\u4ed6\u76ee\u524d\u5c31\u804c\u4e8e\u5f17\u52b3\u6069\u970d\u592b\u8ba1\u7b97\u673a\u56fe\u5f62\u7814\u7a76\u6240\u3002\u4ed6\u7740\u8ff7\u4e8e\u4ece\u6570\u636e\u7ed3\u6784\u89d2\u5ea6\u7814\u7a76\u6570\u636e\uff0c\u5982\u5f02\u6784\uff0c\u591a\u5c3a\u5ea6\uff0c\u591a\u5c42\u6b21\u7684\u6570\u636e\u3002\u4ed6\u7684<a href=\"http:\/\/www.informatik.uni-rostock.de\/~hs162\/\">\u4e2a\u4eba\u7f51\u7ad9<\/a>\u4e5f\u662f\u6210\u679c\u4e30\u7855\uff0c\u975e\u5e38\u9177\u70ab\u3002<\/p>\n<p>=========================================================<\/p>\n<p>\uff08\u53ef\u4ee5\u8bf4\u76ee\u524d\u6570\u636e\u53ef\u89c6\u5316\u5b66\u672f\u9886\u57df\u7684\u5f62\u5f0f\u662f\uff0c\u7f8e\u56fd\u6210\u679c\u6700\u4e30\u5bcc\uff0c\u5fb7\u56fd\u5185\u5bb9\u4e5f\u4e0d\u5c11\uff0c\u4e2d\u56fd\u5feb\u901f\u8ffd\u8d76\u3002\u6b64\u5916\uff0c\u4ece\u4ee5\u4e0a\u603b\u7ed3\u5185\u5bb9\u4e2d\u6211\u4eec\u8fd8\u53ef\u4ee5\u53d1\u73b0\uff0c\u6bcf\u4e2a\u5927\u725b\u90fd\u6709\u81ea\u5df1\u7684\u7f51\u7ad9\u3002\u6240\u4ee5\u60f3\u6210\u4e3a\u5927\u725b\u7684\u9a9a\u5e74\uff0c\u522b\u5929\u5929\u5237\u5faeX\u4e86\uff0c\u641e\u70b9\u5b9e\u5728\u7684\u5185\u5bb9\u5806\u4e2a\u7f51\u7ad9\u5427\uff01\uff09<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u6587\u6570\u636e\u53ef\u89c6\u5316\u5546\u4e1a\u6848\u4f8b\u96c6\u8403\u4e2d\uff0c\u7684\u786e\u80fd\u53d1\u73b0<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[110,121],"class_list":["post-1454","post","type-post","status-publish","format-standard","hentry","category-data-visualization","tag-110","tag-121"],"_links":{"self":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/1454","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1454"}],"version-history":[{"count":0,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/1454\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1454"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1454"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1454"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}