{"id":1338,"date":"2015-07-20T17:33:30","date_gmt":"2015-07-20T09:33:30","guid":{"rendered":"http:\/\/www.storagelab.org.cn\/zhangdi\/?p=1338"},"modified":"2015-07-20T17:33:30","modified_gmt":"2015-07-20T09:33:30","slug":"chinaviz","status":"publish","type":"post","link":"https:\/\/www.divis.cn\/index.php\/2015\/07\/20\/chinaviz\/","title":{"rendered":"ChinaViz 2015 \u53c2\u4f1a\u8bb0\u5f55"},"content":{"rendered":"<p>2015\u5e747\u670818-19\u65e5\uff0cchinaViz \u6570\u636e\u53ef\u89c6\u5316\u4e0e\u6570\u636e\u5206\u6790\u5927\u4f1a\u5728\u5929\u6d25\u5927\u5b66\u9644\u8fd1\u7684\u5929\u5b87\u5927\u9152\u5e97\u4e3e\u884c\u3002\u6211\u5e26\u4e86\u6211\u5e08\u5f1f\u8096\u5b50\u8fbe\u4e00\u8d77\u53c2\u52a0\u3002\u4f1a\u8bae\u4e2d\u6709\u5e78\u89c1\u5230\u53ef\u89c6\u5316\u9886\u57df\u7684\u6570\u4f4d\u9886\u519b\u4eba\u7269\u548c\u4e4b\u524d\u5728\u5317\u5927\u53ef\u89c6\u5316\u6691\u671f\u5b66\u6821\u9047\u89c1\u7684\u4f19\u4f34\u4eec\uff0c\u975e\u5e38\u9ad8\u5174\u3002\u4ee5\u4e0b\u662f\u4f1a\u8bae\u5185\u5bb9\u7684\u7b14\u8bb0\uff08\u6ce8\u610f\uff1a\u4ee5\u4e0b\u90e8\u5206\u8bed\u53e5\u662f\u6309\u7167\u6211\u5f53\u65f6\u7406\u89e3\u7684\u610f\u601d\u8bb0\u5f55\u4e0b\u6765\u7684\uff0c\u5e76\u975e\u5f53\u4e8b\u4eba\u7684\u539f\u8bdd\u3002\uff09<\/p>\n<p><strong>\u4e00. \u5f00\u5e55\u81f4\u8f9e<\/strong><\/p>\n<p>\u81f4\u8f9e\u4eba\u4ecb\u7ecd\uff1a\u8881\u6653\u5982\uff0c\u7537\uff0c\u5317\u4eac\u5927\u5b66\u201c\u767e\u4eba\u8ba1\u5212\u201d\u7814\u7a76\u5458, \u5317\u4eac\u5927\u5b66\u4fe1\u606f\u79d1\u5b66\u6280\u672f\u5b66\u9662\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u4e8e1997\u5e747\u6708\u83b7\u5f97\u5317\u4eac\u5927\u5b66\u5316\u5b66\u4e13\u4e1a\u7406\u5b66\u5b66\u58eb\u5b66\u4f4d\uff0c1998\u5e747\u6708\u83b7\u5317\u4eac\u5927\u5b66\u77e5\u8bc6\u4ea7\u6743\u4e13\u4e1a\u6cd5\u5b66\u5b66\u58eb\u5b66\u4f4d\uff0c\u5176\u540e\u8d74\u7f8e\u56fd\u660e\u5c3c\u82cf\u8fbe\u5927\u5b66 \u7559\u5b66\uff0c2005\u5e747\u6708\u83b7\u8ba1\u7b97\u673a\u5de5\u7a0b\u4e13\u4e1a\u7406\u5b66\u7855\u58eb\u5b66\u4f4d\uff0c2006\u5e748\u6708\u83b7\u8ba1\u7b97\u673a\u79d1\u5b66\u4e13\u4e1a\u54f2\u5b66\u535a\u58eb\u5b66\u4f4d\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\uff1a\u9ad8\u52a8\u6001\u8303\u56f4\u89c6\u9891\u3001\u56fe\u50cf\u548c\u53ef\u89c6\u5316\uff1b\u5927\u89c4\u6a21\u6570\u636e\u7684\u9ad8\u6027\u80fd\u7ed8\u5236\u548c\u53ef\u89c6\u5316\uff1b\u975e\u771f\u5b9e\u6027\u7ed8\u5236\u53ca\u63d2\u56fe\u5f0f\u53ef\u89c6\u5316\uff1b\u65b0\u9896\u53ef\u89c6\u5316\u754c\u9762\u4e0e\u4eba\u673a\u4ea4\u4e92\u7814\u7a76\uff1b\u9ad8\u7ef4\u6570\u636e\u53ef\u89c6\u5316\u3002\u5728IEEE Visualization, IEEE Trans on Visualization and Computer Graphics, Computer Graphics Forum\uff0cEuroVis\u7b49\u91cd\u8981\u56fd\u9645\u53ef\u89c6\u5316\u4f1a\u8bae\u4ee5\u53ca\u671f\u520a\u4e0a\u53d1\u8868\u591a\u7bc7\u6587\u7ae0\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/IMG_20150717_084743.jpg\" width=\"1000\" height=\"750\" \/><\/p>\n<p>\u672c\u5c4a\u4f1a\u8bae\u662f\u7b2c\u4e8c\u5c4a\u3002\u6709402\u4eba\u62a5\u540d\u53c2\u52a0\u3002\u6211\u4eec\u7684chinaViz\u5df2\u7ecf\u662f\u4e16\u754c\u7b2c\u4e8c\u5927\u4f1a\u8bae\u5566\uff01\u6bd4europeViz\u4eba\u591a\uff01\u8d76\u82f1\u8d85\u7f8e\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u534a\u3002\uff08\u7b11\uff09\u611f\u8c22\u5929\u6d25\u5927\u5b66\u5f20\u5bb6\u4e07\u6559\u6388\u548c\u4ed6\u7684\u56e2\u961f\u652f\u6301\uff01<\/p>\n<p>\u672c\u5c4a\u4f1a\u8bae\u8bba\u6587\u6295\u7a3f\u6570\uff1a75\u7bc7<\/p>\n<p>\u6536\u5f55\uff1a30\u7bc7<\/p>\n<p>\u611f\u8c22journal of visualization &amp; \u8f6f\u4ef6\u5b66\u62a5<\/p>\n<p><strong>\u4e8c. \u4f1a\u8bae\u8bae\u7a0b\u548c\u4eae\u70b9\u4ecb\u7ecd<\/strong><\/p>\n<p>\u9a6c\u5321\u516d\u6559\u6388\u6f14\u8bb2<\/p>\n<p>VAST\u8bc4\u5ba1\u4e3b\u5e2d\u5fb7\u56fd\u4eba\u592b\u5987<\/p>\n<p>30\u7bc7\u8bba\u6587 \u4e00\u5206\u949f\u5feb\u62a5 6\u4e2a\u5e76\u884csession<\/p>\n<p>Panels<\/p>\n<ol>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5982\u4f55\u5199\u9ad8\u8d28\u91cf\u7684\u53ef\u89c6\u5316\u8bba\u6587<\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5982\u4f55\u57f9\u517b\u53ef\u89c6\u5316\u4eba\u624d<\/li>\n<\/ol>\n<p>\u5de5\u4e1a\u62a5\u544a\uff1a<\/p>\n<ol>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6d77\u4e91\u6570\u636e<\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5947\u864e360\u5929\u773c\u5b9e\u9a8c\u5ba4<\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0tableau<\/li>\n<\/ol>\n<p><strong>\u4e09. \u9a6c\u5321\u516d\u6559\u6388\u6f14\u8bb2<\/strong><\/p>\n<p>\u6f14\u8bb2\u4eba\u4ecb\u7ecd\uff1a\u9a6c\u5321\u516d\u6559\u6388\uff0c\u7f8e\u56fd\u52a0\u5dde\u5927\u5b66\u6234\u7ef4\u65af\u5206\u6821\u6559\u6388\uff0cIEEE\u00a0\u4f1a\u58eb(FELLOW)\u3002\u4ed6\u4e8e1993\u5e74\u5728\u7f8e\u56fdUtah\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u4e4b\u540e\u5728\u7f8e\u56fd\u5b87\u822a\u5c40\u5170\u5229\u7814\u7a76\u4e2d\u5fc3\u4ece\u4e8b\u7814\u7a76\u5de5\u4f5c\u30021999\u5e74\u5e94\u8058\u4e3a\u52a0\u5dde\u5927\u5b66\u6234\u7ef4\u65af\u5206\u6821\u526f\u6559\u6388\uff0c2003\u5e74\u63d0\u524d\u664b\u5347\u4e3a\u7ec8\u8eab\u6559\u804c\u6b63\u6559\u6388\u3002\u9a6c\u6559\u6388\u662f\u56fd\u9645\u53ef\u89c6\u5316\u4e0e\u53ef\u89c6\u5206\u6790\u7814\u7a76\u9886\u57df\u7684\u8457\u540d\u5b66\u672f\u5e26\u5934\u4eba\u4e4b\u4e00\uff0c\u662f\u534e\u4eba\u5728\u6b64\u9886\u57df\u7684\u6210\u5c31\u6700\u9ad8\u8005\u3002\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<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/i587.photobucket.com\/albums\/ss314\/zhangdiwaa\/my%20blog%20photo\/IMG_20150717_181237.jpg\" alt=\"\" width=\"1000\" height=\"750\" \/><\/p>\n<p>\u5408\u5f71\u4e00\u5f20\u3002\u5de6\u8fb9\u662f\u6211\uff0c\u53f3\u8fb9\u9a6c\u6559\u6388\u3002\u6f14\u8bb2\u9898\u76ee\uff1aThe big graphic problem<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/i587.photobucket.com\/albums\/ss314\/zhangdiwaa\/my%20blog%20photo\/IMG_20150717_094057.jpg\" alt=\"\" width=\"768\" height=\"1024\" \/><\/p>\n<p>Big in terms of size and connectivity<\/p>\n<p>The cost of displaying a single static graph<\/p>\n<p>The hairball problem \uff08\u8282\u70b9\u94fe\u63a5\u56fe\u4e2d\u56e0\u4e3a\u94fe\u63a5\u592a\u591a\u5bfc\u81f4\u7684\u8fb9\u6df7\u6742\u96be\u4ee5\u770b\u6e05\u89c4\u5f8b\u7684\u95ee\u9898\uff09<\/p>\n<ul>\n<li>Solution: filtering \/ sampling<\/li>\n<li>Clustering \/ abstracting \/ hierarchical modeling<\/li>\n<li>Incremental<\/li>\n<\/ul>\n<p>A fast space-filling graph layout method \uff08\u4e00\u4e2a\u5feb\u901f\u7a7a\u95f4\u586b\u5145\u56fe\u5e03\u5c40\u65b9\u6cd5\uff0c\u8be6\u89c1\u9a6c\u6559\u6388\u7684\u8bba\u6587\uff09<\/p>\n<p>41980 node, 218080 edge<\/p>\n<ul>\n<li>Force directed 10s<\/li>\n<li>High dimensional embedding 0.19s<\/li>\n<li>Sfc 0.5s<\/li>\n<\/ul>\n<p>Temporal \/ Dynamic Networks<\/p>\n<p>Dynamic graph questions<\/p>\n<ul>\n<li>How does thee graph evolve over time ?<\/li>\n<li>When\/ where do important events occur?<\/li>\n<li>Are here prominent nodes\/clusters that rise\/fall\uff1f<\/li>\n<\/ul>\n<p>How to represent time information?<\/p>\n<ul>\n<li>Show time with small multiples \/ animation<\/li>\n<li>Show time as an axis<\/li>\n<li>Archived data or streaming data?<\/li>\n<\/ul>\n<p>Visualizing Archived data using animation<\/p>\n<p>Visualizing temporal graphs using storylines<\/p>\n<ul>\n<li>Small multiples scale to limited number of time steps<\/li>\n<li>Animation not always appropriate<\/li>\n<li>Use one axis for time to make a timeline<\/li>\n<\/ul>\n<p>Scalability challenges<\/p>\n<ul>\n<li>Even larger graphs?<\/li>\n<li>Many timesteps?<\/li>\n<\/ul>\n<p>Streaming network data visualization<\/p>\n<ul>\n<li>Streaming data are widely available<\/li>\n<li>All social network applications can be the sources of streaming data<\/li>\n<li>The more important applications are in security and emergeny management, for example.<\/li>\n<\/ul>\n<p>Challenges:<\/p>\n<ul>\n<li>Varying data rates<\/li>\n<li>Implicit relationships<\/li>\n<li>Maintaining a globally optimal view is non-trivial<\/li>\n<li>The desire \/ nedd review and predict<\/li>\n<\/ul>\n<p>Immersive VR technology\uff08\u73b0\u5728\u5f88\u706b\u7684\u6240\u8c13\u865a\u62df\u73b0\u5b9e\u6280\u672f\uff0c\u5982VR\u773c\u955c\u7b49\u7b49\uff09<\/p>\n<ul>\n<li>VR has not gained widespread use in science &amp; engineering<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/i587.photobucket.com\/albums\/ss314\/zhangdiwaa\/my%20blog%20photo\/IMG_20150717_095247.jpg\" alt=\"\" width=\"768\" height=\"1024\" \/><\/p>\n<p>Question: \u6bcf\u79cd\u663e\u793a\u65b9\u5f0f\u90fd\u6709\u5f31\u70b9\uff0c\u5982\u4f55\u7efc\u5408\u5730\u663e\u793a\uff1f<\/p>\n<p>\u52a8\u753b\u7684\u4e3b\u8981\u7f3a\u70b9\u662f\u4f60\u770b\u4e86\u8fd9\u4e2a\u573a\u666f\u5c31\u5fd8\u4e86\u4e0a\u4e2a\u573a\u666f\u3002\u800cstoryline\u53ef\u4ee5\u8bf4\u662f\u4e00\u4e2agood overview\u3002\u52a8\u753b\u548cstoryline\u53ef\u4ee5\u7ed3\u5408\u3002<\/p>\n<p>Question: \u662f\u4e0d\u662f\u805a\u7c7b\u53ef\u4ee5\u4f18\u5316\u663e\u793a\uff1f<\/p>\n<p>\u5728node-link\u56fe\u4e2d\u805a\u7c7b\u53ea\u662f\u4e3a\u4e86\u5c06\u8282\u70b9\u805a\u5408\u8d77\u6765\u663e\u793a\u4f7f\u4e4b\u66f4\u5bb9\u6613\u770b\u61c2<\/p>\n<p><strong>\u56db. \u57fa\u4e8eMooc\u5728\u7ebf\u5b66\u4e60\u5e73\u53f0\u7684\u53ef\u89c6\u5206\u6790\u7cfb\u7edf<\/strong><\/p>\n<p>\u6f14\u8bb2\u8005\uff1a\u5c48\u534e\u6c11\u662f\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08HKUST\uff09\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u5de5\u7a0b\u7cfb\u7684\u526f\u6559\u6388\uff0c\u4e3b\u8981\u7814\u7a76\u9886\u57df\u662f\u53ef\u89c6\u5316\u4e0e\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3002\u4ed6\u672c\u79d1\u5c31\u8bfb\u4e8e\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u6570\u5b66\u7cfb\uff0c\u7855\u58eb\u4e0e\u535a\u58eb\u9636\u6bb5\u5c31\u8bfb\u4e8e\u7f8e\u56fd\u7ebd\u7ea6\u5dde\u7acb\u5927\u5b66\u77f3\u6eaa\u5206\u6821\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u3002\u76ee\u524d\u62c5\u4efbIEEE IEEE Transactions on Visualizationand Computer Graphics \uff08TVCG\uff09\u526f\u4e3b\u7f16\uff0cIEEE VIS&#8217;14\u8bba\u6587\u5171\u540c\u4e3b\u5e2d\uff0cIEEE Pacific Visualization Conference \u548cVINCI\u4f1a\u8bae\u7684\u6307\u5bfc\u59d4\u5458\u4f1a\u6210\u5458\u3002<\/p>\n<p>\u57fa\u7840\uff1aMooc\uff08\u5927\u578b\u5f00\u653e\u5f0f\u7f51\u7edc\u8bfe\u7a0b\uff09\u5728\u7ebf\u5b66\u4e60\u5e73\u53f0<\/p>\n<p>\u6570\u636e\u6765\u6e90<\/p>\n<ul>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Clickstream data<\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Grading data<\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Forum data<\/li>\n<\/ul>\n<p>\u6211\u4eec\u7684\u5de5\u4f5c\uff1a\u505a\u7ed9\u4efb\u8bfe\u8001\u5e08\u7528\u7684\u53ef\u89c6\u5316\u7cfb\u7edf\uff0c\u4ee5\u8f85\u52a9\u6559\u5b66<\/p>\n<p>\u5de5\u4f5cA\uff1aPeakvzor: tasks \u5bf9\u8bfe\u7a0b\u89c6\u9891\u7684\u70b9\u51fb\u7387\u8fdb\u884c\u53ef\u89c6\u5206\u6790\u7684\u7cfb\u7edf<\/p>\n<ul>\n<li>What is the general statistic of peaks?<\/li>\n<li>What is the correlation<\/li>\n<\/ul>\n<p>\u5de5\u4f5cB\uff1a visForum \u5bf9\u5728\u7ebf\u5e73\u53f0\u7684\u8bba\u575b\u7684\u7528\u6237\u6570\u636e\u5206\u6790<\/p>\n<p>\u53d1\u73b0\u8bba\u575b\u7528\u6237\u4e4b\u95f4\u7f3a\u5c11\u5f3a\u8fde\u63a5\uff08\u5c31\u662f\u7f3a\u4e4f\u50cf\u73b0\u5b9e\u751f\u6d3b\u4e2d\u670b\u53cb\u90a3\u6837\u7684\u7a33\u5b9a\u5173\u7cfb\uff09<\/p>\n<p><strong>\u4e94. \u7a00\u758f\u8f68\u8ff9\u6570\u636e\u53ef\u89c6\u5206\u6790<\/strong><\/p>\n<p>\u6f14\u8bb2\u8005\uff1a\u8881\u6653\u8339\uff0c\u5317\u5927<\/p>\n<ul>\n<li>\u7a00\u758f\u6570\u636e \u6307\u7684\u662f \u666e\u901a\u8f66\u8f86\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u53ea\u5728\u4ea4\u901a\u57fa\u7ad9\u53ef\u4ee5\u91c7\u6837\uff0c\u91c7\u6837\u95f4\u9694\u4e09\u5206\u949f\uff0c\u8ddd\u79bb\u53ef\u80fd\u76f8\u5dee3\u516c\u91cc\uff1b\u8ddf\u5bc6\u96c6\u6570\u636e\uff08\u4f8b\u5982\u51fa\u79df\u8f66\u7684GPS\u6570\u636e\uff09\u5b8c\u5168\u4e0d\u80fd\u6bd4\uff0c\u5728\u91cd\u5efa\u8f68\u8ff9\u7684\u65f6\u5019\u95ee\u9898\u5f88\u5927\u3002<\/li>\n<li>\u9009\u62e9\u4e00\u4e2a\u4e2d\u5fc3\u57fa\u7ad9<\/li>\n<li>\u9009\u62e9\u76f8\u5173\u7684\u94fe\u8def<\/li>\n<li>\u6bd4\u8f83\u4e2d\u5fc3\u57fa\u7ad9\u548c\u76f8\u5173\u94fe\u8def\u4e0a\u7684\u4ea4\u901a\u72b6\u6001\u53d8\u5316<\/li>\n<\/ul>\n<p><strong>\u516d. \u7a00\u6587\u5316\u9057\u4ea7\u6570\u636e\u7684\u5206\u6790\u4e0e\u5e94\u7528<\/strong><\/p>\n<p>\u6f14\u8bb2\u8005\uff1a\u5f20\u5bb6\u4e07\u6559\u6388 \uff0c\u5929\u6d25\u5927\u5b66<\/p>\n<ul>\n<li>\u8de8\u4fe1\u606f\u8f7d\u4f53\u6587\u7269\u5904\u7406<\/li>\n<li>\u6587\u7269\u7247\u6bb5\u62fc\u63a5<\/li>\n<li>\u57fa\u4e8e\u6587\u7269\u77e5\u8bc6\u56fe\u8c31\u7684\u53ef\u89c6\u5316\u5206\u6790<\/li>\n<li>\u89c2\u4f17\u610f\u56fe\u5206\u6790\u548c\u884c\u4e3a\u5efa\u6a21<\/li>\n<li>\u89c2\u4f17\u4e2a\u6027\u5316\u6d4f\u89c8\u8def\u7ebf\uff08\u8f68\u8ff9\uff09\u5206\u6790<\/li>\n<li>\u89c2\u4f17\u4e2a\u6027\u5316\u6d4f\u89c8\u8def\u7ebf\u751f\u6210<\/li>\n<li>\u6587\u5316\u9057\u4ea7\u7684\u9884\u9632\u6027\u4fdd\u62a4<\/li>\n<\/ul>\n<figure style=\"width: 768px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/i587.photobucket.com\/albums\/ss314\/zhangdiwaa\/my%20blog%20photo\/IMG_20150717_154629.jpg\" alt=\"\" width=\"768\" height=\"1024\" \/><figcaption class=\"wp-caption-text\">\u83ab\u9ad8\u7a9f\u7684\u5404\u6d1e\u7a9f\u635f\u5bb3\u60c5\u51b5\u53ef\u89c6\u5316\u56fe\u8868<\/figcaption><\/figure>\n<figure style=\"width: 768px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/i587.photobucket.com\/albums\/ss314\/zhangdiwaa\/my%20blog%20photo\/IMG_20150717_155457.jpg\" alt=\"\" width=\"768\" height=\"1024\" \/><figcaption class=\"wp-caption-text\">\u83ab\u9ad8\u7a9f\u4e0d\u540c\u6d1e\u7a9f\u7684\u5efa\u8bbe\u65f6\u4ee3\u4e0e\u5404\u79cd\u635f\u5bb3\u5173\u7cfb\u5206\u6790<\/figcaption><\/figure>\n<p><strong>\u4e03. \u00a0\u8bba\u6587session<\/strong> (\u7565\uff0c\u4ee5\u540e\u6709\u673a\u4f1a\u53e6\u5f00\u535a\u5ba2\u8be6\u8ff0)<\/p>\n<p><strong>\u516b. \u00a0<a href=\"http:\/\/www.storagelab.org.cn\/zhangdi\/2015\/07\/20\/chinaviz%E4%BC%9A%E8%AE%AEpanel%E5%A6%82%E4%BD%95%E5%86%99%E5%A5%BD%E5%8F%AF%E8%A7%86%E5%8C%96%E8%AE%BA%E6%96%87%EF%BC%9F\/\">panel 1 : \u5982\u4f55\u5199\u597d\u53ef\u89c6\u5316\u8bba\u6587\uff1f<\/a><\/strong><\/p>\n<p><strong>\u4e5d. <a href=\"http:\/\/geoanalytics.net\/and\/lecturesVA\/index.html\">Visual Analysis of Movement Data<\/a>\uff0cGennady Andrienko &amp; Natalia Andrienko \u6f14\u8bb2<\/strong><\/p>\n<p><strong>\u5341. \u5de5\u4e1a\u754csession<\/strong><\/p>\n<p><a href=\"http:\/\/www.hydata.cc\/news_150717.html\">\u6d77\u4e91\u6570\u636e<\/a><\/p>\n<p>\u6d77\u4e91\u6570\u636e\u662f\u56fd\u5185\u505a\u6570\u636e\u53ef\u89c6\u5316\u3001\u53ef\u89c6\u5206\u6790\u9886\u57df\u7684\u9996\u5c48\u4e00\u6307\u7684\u521b\u4e1a\u516c\u53f8\u3002\u76ee\u524d\u4e3b\u8981\u627f\u63a5\u4e00\u4e9b\u4e8b\u4e1a\u5355\u4f4d\u3001\u5927\u516c\u53f8\u7684\u9879\u76ee\u3002CEO\u51af\u4e00\u6751\u662f\u5b66\u65b0\u95fb\u51fa\u8eab\u3002\u56fd\u5185\u505a\u6570\u636e\u65b0\u95fb\u7684\u5a92\u4f53\u516c\u53f8\u5bf9\u6570\u636e\u53ef\u89c6\u5316\u5341\u5206\u70ed\u8877\uff0c\u8fd9\u65b9\u9762\u4e5f\u6709\u5f88\u5927\u53d1\u5c55\u524d\u666f\u3002<\/p>\n<figure style=\"width: 600px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\" \" src=\"http:\/\/i587.photobucket.com\/albums\/ss314\/zhangdiwaa\/my%20blog%20photo\/eURfqa.jpg\" alt=\"\" width=\"600\" height=\"342\" \/><figcaption class=\"wp-caption-text\">\u6d77\u4e91\u516c\u53f8\u73b0\u573a\u5c55\u793ademo\uff08\u8fd9\u91cc\u501f\u7528\u4e00\u4e9b\u522b\u4eba\u7684\u56fe\u7247\uff0c\u73b0\u573a\u7684demo\u5c31\u662f\u8fd9\u4e2a\u6837\u5b50\u7684\uff0c\u53ef\u4ee5\u4ea4\u4e92\uff09<\/figcaption><\/figure>\n<p><a href=\"https:\/\/skyeye.360safe.com\/\">360\u516c\u53f8<\/a><\/p>\n<p>\u5947\u864e360\u516c\u53f8\u5185\u90e8\u6709\u505a\u5173\u8054\u6570\u636e\u7684\u53ef\u89c6\u5206\u6790\uff0c\u4f8b\u5982\u4e4b\u524d\u5a92\u4f53\u62a5\u9053\u7684\u5168\u56fd\u77ed\u4fe1\u8bc8\u9a97\u9a97\u5b50\u5730\u56fe\u7b49\u7b49\u3002360\u516c\u53f8\u8fd8\u8ddf\u5317\u5927\u4fe1\u606f\u79d1\u5b66\u6280\u672f\u7814\u7a76\u9662\u5408\u4f5c\uff0c\u6210\u7acb\u4e86\u6570\u636e\u53ef\u89c6\u5206\u6790\u8054\u5408\u7814\u7a76\u4e2d\u5fc3\u3002\u516c\u53f8\u5185\u90e8\u591a\u4e2a\u5b50\u90e8\u95e8\u90fd\u5728\u62db\u8058\u53ef\u89c6\u5316\u76f8\u5173\u7684\u804c\u4f4d\u3002\u4f8b\u5982<a href=\"http:\/\/www.nlpjob.com\/job\/16071\/\">360\u62db\u8058\u5927\u6570\u636e\u53ef\u89c6\u5316\u524d\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08<\/a>\uff0c\u53ef\u4ee5\u770b\u5230\u8ddf\u6211\u4eec\u7684\u57f9\u517b\u65b9\u5411\u4e00\u81f4\u3002<\/p>\n<p><a href=\"http:\/\/www.tableau.com\/zh-cn\">tableau\u53ef\u89c6\u5316\u4ea4\u4e92\u65b9\u6848<\/a>:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/cdn.ttgtmedia.com\/rms\/microscope\/blogs\/it-in-context\/2011\/09\/21\/1003-Oil-Dashboard-in-Tableau.jpg\" alt=\"\" width=\"612\" height=\"451\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u7f8e\u56fdtableau\u516c\u53f8\u53ef\u4ee5\u8bf4\u662f\u6570\u636e\u53ef\u89c6\u5316\u3001\u53ef\u89c6\u5206\u6790\u9886\u57df\u521b\u4e1a\u6700\u6210\u529f\u7684\u516c\u53f8\uff0c\u4e1a\u754c\u7fd8\u695a\u3002\u6211\u4e2a\u4eba\u4e4b\u524d\u4e5f\u591a\u6b21\u4ecb\u7ecd\u8fc7\u3002\u5176\u4ea7\u54c1\u786e\u5b9e\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u505a\u53ef\u89c6\u5206\u6790\u6240\u9700\u7684\u5de5\u4f5c\u91cf\u3002<\/p>\n<p><strong>\u5341\u4e00. challenge session<\/strong><\/p>\n<p>\u5947\u864e360\u4e13\u5bb6\u4ecb\u7ecd\u6311\u6218\u8d5b\u7684\u6545\u4e8b\u80cc\u666f\u3001\u6570\u636e\u3001\u53c2\u8003\u7b54\u6848\uff0c\u5404\u83b7\u5956\u7ec4\u505a\u73b0\u573a\u62a5\u544a\uff0c\u9881\u5956\u4eea\u5f0f<\/p>\n<p><strong>\u5341\u4e8c. panel2. \u53ef\u89c6\u5316\u4eba\u624d\u7684\u57f9\u517b<\/strong><\/p>\n<p><strong>\u5341\u4e09. \u95ed\u5e55\u5f0f<\/strong><\/p>\n<p>\u4e0b\u4e00\u8282\u4e2d\u56fd\u53ef\u89c6\u5316\u4e0e\u53ef\u89c6\u5206\u6790\u5927\u4f1a\u5c06\u5728\u6e56\u5357\u957f\u6c99\u4e2d\u5357\u5927\u5b66\u4e3e\u529e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2015\u5e747\u670818-19\u65e5\uff0cchinaV<\/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":[22,80,87,110],"class_list":["post-1338","post","type-post","status-publish","format-standard","hentry","category-data-visualization","tag-chinaviz","tag-80","tag-87","tag-110"],"_links":{"self":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/1338","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=1338"}],"version-history":[{"count":0,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/1338\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1338"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1338"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1338"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}