{"id":1858,"date":"2018-02-23T22:38:31","date_gmt":"2018-02-23T14:38:31","guid":{"rendered":"http:\/\/www.storagelab.org.cn\/zhangdi\/?p=1858"},"modified":"2018-02-23T22:38:31","modified_gmt":"2018-02-23T14:38:31","slug":"timevis%e7%bd%91%e7%ab%99%e5%8f%af%e8%a7%86%e5%8c%96%e6%a1%88%e4%be%8b%e5%af%bc%e8%af%bb","status":"publish","type":"post","link":"https:\/\/www.divis.cn\/index.php\/2018\/02\/23\/timevis%e7%bd%91%e7%ab%99%e5%8f%af%e8%a7%86%e5%8c%96%e6%a1%88%e4%be%8b%e5%af%bc%e8%af%bb\/","title":{"rendered":"timevis\u7f51\u7ad9\u53ef\u89c6\u5316\u6848\u4f8b\u5bfc\u8bfb"},"content":{"rendered":"<p>\u4e0a\u6b21\u535a\u5ba2\u6211\u5206\u4eab\u4e86\u4e00\u4e9b<a href=\"http:\/\/www.storagelab.org.cn\/zhangdi\/2018\/02\/17\/survery-of-surverys-%E7%A7%91%E7%A0%94%E7%94%A8%E5%8F%AF%E8%A7%86%E5%8C%96%E6%A1%88%E4%BE%8B%E5%A4%A7%E6%B1%87%E6%80%BB\/\">\u53ef\u89c6\u5316\u6848\u4f8b\u96c6\u8403<\/a>\u3002\u8fd9\u4e9b\u7f51\u7ad9\u4e0d\u4ec5\u56fe\u6587\u5e76\u8302\u5185\u5bb9\u8be6\u5b9e\uff0c\u800c\u4e14\u5176\u4e2d\u5f88\u591a\u5176\u672c\u8eab\u5c31\u662f\u5f88\u597d\u7684\u6570\u636e\u63a2\u7d22\u53ef\u89c6\u5316\u4f5c\u54c1\u3002\u5b66\u4e60\u8fd9\u4e9b\u7f51\u7ad9\u7684\u8bbe\u8ba1\u601d\u60f3\u548c\u5236\u4f5c\u6280\u672f\uff0c\u5bf9\u6211\u4eec\u52a0\u6df1\u6570\u636e\u53ef\u89c6\u5316\u7406\u89e3\u5f88\u6709\u88e8\u76ca\u3002\u4eca\u5929\u5c31\u5176\u4e2d\u7279\u5b9a\u6570\u636e\u7c7b\u578b\u76f8\u5173\u7684\u7f51\u7ad9\u505a\u4e2a\u5bfc\u8bfb\uff0c\u4ee5\u65b9\u4fbf\u5404\u4f4d\u8bfb\u8005\u53d1\u6398\u53ef\u89c6\u5316\u9886\u57df\u7684\u5404\u7c7b\u91d1\u77ff\u3002<\/p>\n<p>&nbsp;<\/p>\n<div>\n<h3><strong>\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u6848\u4f8b\u7efc\u8ff0<\/strong>\uff08<a href=\"http:\/\/vcg.informatik.uni-rostock.de\/~ct\/timeviz\/timeviz.html\">http:\/\/vcg.informatik.uni-rostock.de\/~ct\/timeviz\/timeviz.html<\/a>\uff09<\/h3>\n<\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/timeVis.png\" width=\"1148\" height=\"892\" \/><\/div>\n<div>A Visual Survey of Visualization Techniques for Time-Oriented Data<br \/>\n    by <a href=\"http:\/\/vcg.informatik.uni-rostock.de\/~ct\">Christian Tominski<\/a> and <a href=\"http:\/\/mc.fhstp.ac.at\/people\/wolfgang-aigner\">Wolfgang Aigner<\/a><\/div>\n<h3><strong>\u7f51\u7ad9\u7b80\u4ecb\uff1a<\/strong><\/h3>\n<p>\u6b64\u7f51\u7ad9\u5728\u6211\u4ee5\u524d\u7684\u535a\u5ba2\u4e2d\u4ecb\u7ecd\u8fc7\uff0c\u662f\u5fb7\u56fd\u7684\u4e24\u4f4d\u5927\u5496<a href=\"http:\/\/vcg.informatik.uni-rostock.de\/~ct\">Christian Tominski<\/a>\u548c<a href=\"http:\/\/mc.fhstp.ac.at\/people\/wolfgang-aigner\">Wolfgang Aigner<\/a>\u521b\u5efa\u7684\uff0c\u4e3b\u8981\u7528\u4ee5\u63a8\u9500\u4ed6\u4eec\u7684\u6559\u6750Visualization of Time-Oriented Data\u3002\u6b64\u4e66\u7531\u53ef\u89c6\u5316\u9886\u57df\u7684\u6cf0\u5c71\u5317\u6597Ben Sheiderman\u6559\u6388\u505a\u5e8f\u3002\u6b64\u7f51\u7ad9\u5236\u4f5c\u8f83\u65e9\uff0c\u53ea\u6709115\u7bc7\u6587\u7ae0\uff0c\u6700\u65b0\u7684\u8bba\u6587\u53ea\u52302013\u5e74\u3002\u4ea4\u4e92\u6027\u4e5f\u6ca1\u6709\u745e\u58eb\u6797\u5948\u5927\u5b66ISOVIS\u5c0f\u7ec4\u7684\u7f51\u7ad9\u597d\u3002\u4f46\u8003\u8651\u5230\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u5e94\u7528\u7684\u91cd\u8981\u6027\u548c\u5e7f\u6cdb\u6027\uff0c\u8fd9\u4e2a\u7f51\u7ad9\u5728\u6211\u6bcf\u6b21\u5199\u8bba\u6587\u7684\u65f6\u5019\u90fd\u8981\u6253\u5f00\u770b\u770b\u3002<\/p>\n<p>\u8be5\u7f51\u7ad9\u672c\u8eab\u4e5f\u662f\u5f88\u597d\u7684\u63a2\u7d22\u7c7b\u53ef\u89c6\u5316\u4f5c\u54c1\uff0c\u4ee5\u4fbf\u4e8e\u8bfb\u8005\u68c0\u7d22\u611f\u5174\u8da3\u7684\u8bba\u6587\u4e3a\u76ee\u7684\u3002\u5176\u4e3b\u4f53\u90e8\u5206\u662f\u5404\u4e2a\u8bba\u6587\u7684\u7f29\u7565\u56fe\uff0c\u53ef\u4ee5\u70b9\u51fb\u653e\u5927\u67e5\u770b\u8be6\u7ec6\u3002\u5de6\u4fa7\u662f\u5bfc\u822a\u9762\u677f\uff0c\u7528\u4ee5\u5bfc\u822a\/\u8fc7\u6ee4\u8bba\u6587\u3002\u56e0\u4e3a\u6b64\u7f51\u7ad9\u5efa\u7acb\u5e74\u4ee3\u8f83\u65e9\uff0c\u6240\u4ee5\u8f83\u4e3a\u7b80\u964b\uff0c\u7f3a\u5c11\u65f6\u95f4\u8f74\u8fc7\u6ee4\u5668\uff0c\u4e0d\u80fd\u6309\u6587\u7ae0\u65b0\u65e7\u6392\u5e8f\u3002\u5176\u5206\u7c7b\u9009\u9879\u4e5f\u8f83\u4e3a\u7b80\u5355\uff0c\u90fd\u662f\u4ece\u65f6\u5e8f\u6570\u636e\u7684\u7279\u5b9a\u51fa\u53d1\uff0c\u7f57\u5217\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u53c2\u8003\u6846\u67b6<\/strong>\uff1a\u901a\u7528\uff0c\u65f6\u7a7a\u7ed3\u5408<\/li>\n<li><span style=\"color: #000000\"><b>\u6570\u636e\u53d8\u91cf\u4e2a\u6570<\/b><\/span>\uff1a\u5355\u4e00\u53d8\u91cf\uff0c\u591a\u4e2a\u53d8\u91cf<\/li>\n<li><span style=\"color: #000000\"><b>\u65f6\u95f4\u6392\u5217\u65b9\u5f0f\uff1a<\/b>\u7ebf\u6027\u6392\u5217\uff0c\u5faa\u73af\u6392\u5217<\/span><\/li>\n<li><span style=\"color: #000000\"><b>\u65f6\u95f4\u57fa\u5143<\/b><\/span>\uff1a\u65f6\u95f4\u70b9\uff0c\u65f6\u95f4\u533a\u95f4\uff1b<\/li>\n<li><strong>\u65f6\u95f4\u7684\u53ef\u89c6\u5316\u6620\u5c04\u65b9\u5f0f<\/strong>\uff1a\u9759\u6001\u56fe\u5f62\uff0c\u52a8\u6001\u52a8\u753b<\/li>\n<li><strong>\u53ef\u89c6\u5316\u5448\u73b0\u7684\u7ef4\u5ea6<\/strong>\uff1a2D\uff0c3D<\/li>\n<\/ul>\n<p>\u6b64\u7f51\u7ad9\u7684\u5b9e\u73b0\u6280\u672f\u975e\u5e38\u7b80\u5355\uff0c\u662fHTML+CSS+JS\u505a\u7684\u9759\u6001\u7f51\u7ad9\u3002\u5176\u4e2d\u4e3b\u4f53\u903b\u8f91\u90fd\u662f\u57fa\u4e8ejquery\u5b9e\u73b0\u7684\u3002<\/p>\n<h3><strong>\u7f51\u7ad9\u5bfc\u8bfb\uff1a<\/strong><\/h3>\n<p><strong>1.\u4ec0\u4e48\u662f\u65f6\u5e8f\u6570\u636e<\/strong><\/p>\n<p>\u65f6\u95f4\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u7ef4\u5ea6\u3002\u4f9d\u7167\u65f6\u95f4\u987a\u5e8f\u53d6\u5f97\u7684\u4e00\u7cfb\u5217\u89c2\u6d4b\u503c\u6216\u4e8b\u4ef6\uff0c\u88ab\u79f0\u4e4b\u4e3a\u65f6\u95f4\u5e8f\u5217\u6570\u636e(time-series data)\u6216\u65f6\u53d8\u6570\u636e(temporal data)\u3002\u65f6\u5e8f\u6570\u636e\u8fd9\u4e00\u6570\u636e\u7c7b\u578b\u5728\u5728\u79d1\u5b66\u3001\u5de5\u7a0b\u3001\u7ecf\u6d4e\u7b49\u4eba\u7c7b\u793e\u4f1a\u7684\u5404\u4e2a\u9886\u57df\u90fd\u5e7f\u6cdb\u5b58\u5728\u3002\u5982\u7f51\u7edc\u65e5\u5fd7\u4fe1\u606f\u3001\u4eba\u53e3\u53ca\u7ecf\u6d4e\u666e\u67e5\u6570\u636e\u3001\u516c\u53f8\u8fd0\u8425\u6570\u636e\u3001\u80a1\u7968\u4ea4\u6613\u6570\u636e\u3001\u5404\u7c7b\u4f20\u611f\u5668\u7f51\u7edc\u7684\u76d1\u63a7\u6570\u636e\u7b49\u9ad8\u7ef4\u591a\u5143\u6570\u636e\u96c6\uff0c\u65f6\u5e8f\u6570\u636e\u90fd\u5360\u6709\u76f8\u5f53\u5927\u7684\u6bd4\u4f8b\u3002\u6b64\u5916\uff0c\u5e26\u6709\u5185\u5728\u6392\u5217\u987a\u5e8f\u7684\u987a\u5e8f\u6570\u636e\uff08\u5982\u57fa\u56e0\u7ec4\u6d4b\u5e8f\u6570\u636e\u3001\u6587\u672c\u6570\u636e\u7b49\uff09\uff0c\u4e5f\u90fd\u53ef\u4ee5\u6620\u5c04\u5230\u65f6\u95f4\u8f74\u4e0a\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<p>\u7531\u4e8e\u65f6\u5e8f\u6570\u636e\u5206\u5e03\u5982\u6b64\u5e7f\u6cdb\u548c\u91cd\u8981\uff0c\u6545\u800c\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u9886\u57df\u7684\u4e13\u5bb6\u5bf9\u5176\u7684\u5173\u6ce8\u7531\u6765\u5df2\u4e45\u3002\u65e9\u671f\u7684\u53ef\u89c6\u5316\u9886\u57df\u4e13\u5bb6\u5982Ben Sheiderman\u548c Mackinlay[101]\u5c06\u65f6\u5e8f\u6570\u636e\u4f5c\u4e3a7\u79cd\u57fa\u672c\u6570\u636e\u578b\u4e4b\u4e00\u6765\u7814\u7a76\u3002\u4ed6\u4eec\u8ba4\u4e3a\u65f6\u95f4\u548c\u65f6\u5e8f\u6570\u636e\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u6982\u5ff5\uff0c\u65f6\u95f4\u672c\u8eab\u662f\u4e00\u4e2a\u56fa\u6709\u7684\u6570\u636e\u7ef4\u5ea6\uff0c\u63ed\u793a\u4e86\u6570\u636e\u7684\u8d8b\u52bf\u3001\u53ef\u8bc6\u522b\u7684\u6a21\u5f0f\u4e0e\u5173\u7cfb\uff0c\u662f\u65f6\u95f4\u4f7f\u5f97\u65f6\u5e8f\u6570\u636e\u6210\u4e3a\u4e86\u4e00\u4e2a\u7279\u6b8a\u7684\u6570\u636e\u7c7b\u578b\u3002\u8fd9\u79cd\u7279\u6b8a\u6027\u53cd\u6620\u5728\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n<ul>\n<li><strong>\u65f6\u5e8f\u6570\u636e\u53ef\u4ee5\u7ed9\u5b9a\u65f6\u95f4\u70b9\u6216\u65f6\u95f4\u95f4\u9694<\/strong>\u3002\u867d\u7136\u65f6\u95f4\u95f4\u9694\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u901a\u8fc7\u4e24\u4e2a\u65f6\u95f4\u70b9\u5b9a\u4e49\uff0c\u4f46\u8fd8\u662f\u589e\u52a0\u4e86\u65f6\u5e8f\u6570\u636e\u7684\u5173\u7cfb\u590d\u6742\u5ea6\u3002<\/li>\n<li><strong>\u65f6\u5e8f\u6570\u636e\uff0c\u5176\u6570\u636e\u5143\u7d20\u5177\u6709\u987a\u5e8f\u76f8\u5173\u6027\uff0c\u5373\u540e\u4e00\u65f6\u523b\u7684\u503c\u53d7\u5230\u524d\u4e00\u65f6\u523b\u7684\u503c\u5f71\u54cd\u3002<\/strong>\u5e76\u4e14\u8fd9\u79cd\u5f71\u54cd\u968f\u7740\u65f6\u95f4\u95f4\u9694\u8ddd\u79bb\u7684\u6269\u5927\u800c\u51cf\u5c0f\u3002\u800c\u666e\u901a\u6570\u636e\u7c7b\u578b\u4e0e\u65f6\u95f4\u65e0\u5173\u3002<\/li>\n<li><strong>\u65f6\u5e8f\u6570\u636e\u7684\u91c7\u6837\u53d7\u5230\u65f6\u95f4\u5355\u4f4d\u7684\u7ea6\u675f\uff0c\u800c\u65f6\u95f4\u5355\u4f4d\u6765\u81ea\u4e8e\u5386\u6cd5\u3002<\/strong>\u6211\u4eec\u7ecf\u5e38\u4f7f\u7528\u5386\u6cd5\u6765\u89e3\u91ca\u548c\u7406\u89e3\u65f6\u95f4\uff0c\u7136\u800c\u5386\u6cd5\u7684\u7ed3\u6784\u5f88\u590d\u6742\uff0c\u4f8b\u5982\u5728\u516c\u5386\u7684\u4e00\u4e2a\u6708\u7684\u65f6\u95f4\u670928\u5929\u523031\u5929\u7684\u53d8\u5316\uff0c\u4e00\u4e2a\u661f\u671f\u53ef\u4ee5\u91cd\u53e0\u4e24\u4e2a\u4e0d\u540c\u7684\u6708\u4efd\u3002\u5386\u6cd5\u5e26\u6765\u7684\u590d\u6742\u7684\u65f6\u95f4\u5355\u4f4d\u4f53\u7cfb\uff0c\u8981\u6c42\u8bb8\u591a\u65f6\u5e8f\u6570\u636e\u7684\u83b7\u53d6\u4e0e\u5206\u6790\uff0c\u8981\u5728\u4e0d\u540c\u7684\u65f6\u95f4\u7cbe\u5ea6\u4e0a\u8fdb\u884c\u3002<\/li>\n<li><strong>\u4eba\u7c7b\u5e38\u5e38\u5bf9\u65f6\u95f4\u4e3a\u5bfc\u5411\u7684\u6570\u636e\u8fdb\u884c\u5faa\u73af\u7ed3\u6784\u7684\u5047\u8bbe<\/strong>\uff0c\u4f8b\u5982\u4e16\u754c\u5386\u53f2\u4e2d\u5404\u56fd\u5174\u8870\u66f4\u66ff\u7684\u53d8\u5316\uff0c\u4ea4\u901a\u6d41\u91cf\u968f\u6bcf\u65e5\u65f6\u95f4\u7684\u53d8\u5316\uff0c\u6216\u5931\u4e1a\u7387\u968f\u5b63\u5ea6\u7684\u53d8\u5316\u3002\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u6570\u636e\u5206\u6790\u5e08\u9700\u8981\u7b5b\u9009\u51fa\u8fd9\u6837\u7684\u7279\u5f81\u4ee5\u5206\u6790\u957f\u671f\u8d8b\u52bf\u3002<\/li>\n<li><strong>\u5206\u6790\u5e08\u5bf9\u4e0d\u5728\u540c\u4e00\u6bb5\u65f6\u95f4\u533a\u57df\u4e2d\u7684\u53d1\u5c55\u8d8b\u52bf\u4e4b\u95f4\u7684\u76f8\u4e92\u5bf9\u6bd4\u611f\u5174\u8da3\u3002<\/strong>\u5bf9\u4e8e\u8fd9\u6837\u7684\u6bd4\u8f83\uff0c\u5206\u6790\u901a\u5e38\u662f\u6839\u636e\u4e00\u4e9b\u5b9a\u70b9\u4e8b\u4ef6\uff0c\u805a\u7126\u4e8e\u5176\u76f8\u5173\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<p><strong>2.\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u7684\u76ee\u6807<\/strong><\/p>\n<p>\u6570\u636e\u53ef\u89c6\u5316\u9886\u57df\u7684\u65e9\u671f\u4e13\u5bb6Aigner\u7b49\u4eba\u5728\u5176\u51fa\u7248\u7684\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u4e13\u8457<a href=\"http:\/\/www.timeviz.net\/\">\u300aVisualzation of Time-Oriented Data\u300b<\/a>\u4e2d\uff0c\u603b\u7ed3\u4e86\u8d85\u8fc7100\u79cd\u53ef\u89c6\u5316\u6280\u672f\uff0c\u5176\u4e2d\u65e2\u6709\u901a\u7528\u7684\u6280\u672f\uff0c\u4e5f\u6709\u662f\u9488\u5bf9\u7279\u5b9a\u95ee\u9898\u8bbe\u8ba1\u7684\u7814\u7a76\u6a21\u578b\u3002\u5bf9\u4e8e\u8fd9\u4e48\u591a\u79cd\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u6280\u672f\uff0c\u5982\u4f55\u5bf9\u5176\u8fdb\u884c\u5f52\u7eb3\u603b\u7ed3\u5462\uff1f\u4ece\u201c\u53ef\u89c6\u5316\u6280\u672f\u80fd\u7ed9\u6211\u4eec\u5206\u6790\u65f6\u5e8f\u6570\u636e\u5e26\u6765\u4ec0\u4e48\u5e2e\u52a9\u201d\u8fd9\u4e2a\u89d2\u5ea6\u5165\u624b\uff0c\u662f\u4e2a\u4e0d\u9519\u7684\u601d\u8def\u3002\u4ece\u7528\u6237\u4efb\u52a1\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u6570\u636e\u53ef\u89c6\u5316\u6709\u5982\u4e0b\u4e94\u79cd\u57fa\u672c\u76ee\u6807\uff1a\u67e5\u8be2\u3001\u5206\u7c7b\u3001\u805a\u7c7b\u3001\u6a21\u5f0f\u53d1\u73b0\u548c\u9884\u6d4b\u3002\u5177\u4f53\u5230\u65f6\u5e8f\u6570\u636e\u5206\u6790\u4e0a\uff0c\u53ef\u89c6\u5316\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u505a\u5982\u4e0b\u51e0\u7c7b\u5206\u6790\u4efb\u52a1\uff1a<\/p>\n<table border=\"1\">\n<tbody>\n<tr>\n<td width=\"132\">\u4efb\u52a1\u5185\u5bb9<\/td>\n<td width=\"421\">\u4e3e\u4f8b\u8bf4\u660e<\/td>\n<\/tr>\n<tr>\n<td width=\"132\">\u5feb\u901f\u68c0\u7d22\u6570\u503c<\/td>\n<td width=\"421\">\u53ef\u4ee5\u5feb\u901f\u68c0\u7d22\u67d0\u4e2a\u611f\u5174\u8da3\u7684\u65f6\u95f4\u70b9\u7684\u6570\u636e\u503c\uff1b<\/td>\n<\/tr>\n<tr>\n<td width=\"132\">\u8003\u5bdf\u6570\u503c<\/td>\n<td width=\"421\">\u63a2\u7d22\u67d0\u4e00\u65f6\u5e8f\u6570\u636e\u7ef4\u5ea6\u5728\u67d0\u4e00\u65f6\u95f4\u8303\u56f4\u5185\u7684\u6781\u5927\u503c\u3001\u6781\u5c0f\u503c\uff1b<\/p>\n<p>            \u8003\u5bdf\u67d0\u4e24\u4e2a\u6570\u503c\u5728\u4e00\u6761\u65f6\u5e8f\u6570\u636e\u5e8f\u5217\u4e0a\u51fa\u73b0\u7684\u65f6\u95f4\u5148\u540e\u5173\u7cfb\uff1b<\/td>\n<\/tr>\n<tr>\n<td width=\"132\">\u7edf\u8ba1\u5dee\u5f02\u6027<\/td>\n<td width=\"421\">\u8003\u5bdf\u67d0\u4e00\u65f6\u5e8f\u6570\u636e\u7ef4\u5ea6\u4e2d\u67d0\u4e2a\u6570\u636e\u5206\u5e03\u7684\u5339\u914d\u6027\uff1b<\/td>\n<\/tr>\n<tr>\n<td width=\"132\">\u5faa\u73af\u89c4\u5f8b\u68c0\u6d4b<\/td>\n<td width=\"421\">\u5e8f\u5217\u4e2d\u76f8\u4f3c\u5b50\u7247\u6bb5\u7684\u68c0\u6d4b\uff0c\u53ca\u5468\u671f\u6027\u89c4\u5f8b\u53d1\u73b0\uff1b<\/td>\n<\/tr>\n<tr>\n<td width=\"132\">\u6a21\u5f0f\u53d1\u73b0<\/td>\n<td width=\"421\">\u67d0\u4e2a\u6570\u636e\u5143\u7d20\u5728\u67d0\u4e00\u65f6\u5e8f\u6570\u636e\u5e8f\u5217\u4e2d\u51fa\u73b0\u7684\u9891\u7387\uff1b<\/p>\n<p>            \u67e5\u8be2\u6570\u503c\u4e0a\u5347\u6216\u4e0b\u964d\u7684\u65f6\u95f4\u8303\u56f4\uff1b<\/td>\n<\/tr>\n<tr>\n<td width=\"132\">\u6a21\u5f0f\u6bd4\u8f83<\/td>\n<td width=\"421\">\u6bd4\u8f83\u4e24\u6761\u65f6\u5e8f\u5e8f\u5217\u7684\u76f8\u4f3c\u6027\uff1b<\/p>\n<p>            \u6bd4\u8f83\u4e24\u6761\u65f6\u5e8f\u6570\u636e\u5e8f\u5217\u5728\u67d0\u4e2a\u5174\u8da3\u65f6\u6bb5\u7684\u5173\u7cfb\uff1b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ee5\u4e0a\u8fd9\u4e2a\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u7684\u5206\u6790\u4efb\u52a1\uff0c\u6b64\u7f51\u7ad9\u4e2d\u6ca1\u6709\u8fdb\u884c\u4e13\u95e8\u7684\u5206\u7c7b\u3002\u4f46\u4e00\u822c\u800c\u8a00\uff0c\u8003\u5bdf\u6570\u503c\u662f\u53ef\u89c6\u5316\u7684\u57fa\u672c\u529f\u80fd\uff0c\u7edf\u8ba1\u5dee\u5f02\u6027\u53d1\u73b0\u548c\u5faa\u73af\u89c4\u5f8b\u68c0\u6d4b\u662f\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u5e38\u89c1\u4efb\u52a1\uff0c\u6a21\u5f0f\u53d1\u73b0\u548c\u6a21\u5f0f\u6bd4\u8f83\u662f\u8f83\u4e3a\u9ad8\u7ea7\u7684\u63a2\u7d22\u6027\u53ef\u89c6\u5316\u6280\u672f\u7684\u4efb\u52a1\u3002\u5728\u540e\u7eed\u5bf9\u6848\u4f8b\u7684\u8003\u5bdf\u4e2d\uff0c\u53ef\u4ee5\u81ea\u5df1\u601d\u8003\u4e00\u4e0b\u6bcf\u4e2a\u6848\u4f8b\u91cd\u5728\u89e3\u51b3\u54ea\u79cd\u4efb\u52a1\uff0c\u5bf9\u6211\u4eec\u5b66\u4e60\u8bbe\u8ba1\u6848\u4f8b\u5f88\u6709\u5e2e\u52a9\u3002<\/p>\n<p><strong>3. \u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u7684\u8bbe\u8ba1\u6a21\u5f0f<\/strong><\/p>\n<p>\u65e9\u5728\u8ba1\u7b97\u673a\u51fa\u73b0\u5f88\u65e9\u4e4b\u524d\uff0c\u53ef\u89c6\u5316\u5c31\u88ab\u7528\u4e8e\u5448\u73b0\u65f6\u5e8f\u6570\u636e\u3002Aigner\u7b49\u4eba\u5728\u5176\u4e13\u8457\u4e2d\uff0c\u4ece\u5386\u53f2\u53d1\u5c55\u7684\u89d2\u5ea6\u603b\u7ed3\u4e86\u5728\u5404\u884c\u5404\u4e1a\u4e2d\u51fa\u73b0\u7684\u65f6\u95f4\u53ef\u89c6\u5316\u7ecf\u5178\u65b9\u6cd5\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/on-img.com\/chart_image\/5a9a6b0ae4b0a9d22eb29389.png\" width=\"1407\" height=\"1460\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u5728\u6d4f\u89c8\u8fd9\u4e2a\u7f51\u7ad9\u65f6\uff0c\u6211\u4eec\u6700\u5bb9\u6613\u4e86\u89e3\u7684\u662f\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u7684\u8bbe\u8ba1\u6a21\u5f0f\u3002\u6309\u7167\u65f6\u95f4\u7684\u6620\u5c04\u65b9\u5f0f\uff0c\u8fd9\u4e9b\u53ef\u89c6\u5316\u6280\u672f\u5206\u4e3a\u4e24\u7c7b\uff1a\u9759\u6001\u56fe\u5f62\uff0c\u52a8\u6001\u52a8\u753b\u3002\u7136\u800c\u7531\u4e8e\u52a8\u753b\u7684\u4f18\u52bf\u548c\u7f3a\u70b9\u90fd\u5728\u4e8e\u5176\u5b8c\u5168\u5438\u5f15\u4e86\u7528\u6237\u7684\u6ce8\u610f\u529b\uff0c\u56e0\u6b64\u7528\u6237\u89c2\u5bdf\u975e\u52a8\u753b\u7684\u5176\u4ed6\u89c6\u89c9\u901a\u9053\u4f1a\u53d8\u5f97\u56f0\u96be\u3002\u76ee\u524d\u53ef\u89c6\u5316\u9886\u57df\u7684\u4e3b\u6d41\u89c2\u70b9\u662f\uff0c\u7531\u4e8e\u4eba\u7c7b\u8ba4\u77e5\u7684\u5c40\u9650\u6027\uff0c\u8981\u5ba1\u614e\u770b\u5f85\u52a8\u753b\u65b9\u5f0f\u53ef\u89c6\u5316\u65f6\u53d8\u6570\u636e\u7684\u53ef\u884c\u6027\u4e0e\u8868\u73b0\u529b\u3002\u5728\u8fd9\u4e2a\u7f51\u7ad9\u4e2d\uff0c\u7eaf\u7cb9\u7528\u52a8\u753b\u65b9\u5f0f\u5c55\u793a\u65f6\u95f4\u7684\u6848\u4f8b\uff0c\u5728115\u4e2a\u6848\u4f8b\u4e2d\u53ea\u67097\u4e2a\uff0c\u53ef\u8c13\u4f8b\u8bc1\u3002<\/p>\n<p>\u5728\u4ee5\u9759\u6001\u56fe\u5f62\u4e3a\u53ef\u89c6\u5316\u7684\u6848\u4f8b\u4e2d\uff0c\u6309\u65f6\u95f4\u7684\u6392\u5217\u65b9\u5f0f\uff0c\u53ef\u5212\u5206\u4e3a\u7ebf\u6027\u6392\u5217\u6216\u5faa\u73af\u6392\u5217\u3002\u8fd9\u662f\u4e00\u79cd\u6bd4\u8f83\u7b80\u5355\u7684\u5206\u7c7b\u65b9\u5f0f\u3002\u6211\u4e2a\u4eba\u559c\u6b22\u6309\u7167\u8868\u8fbe\u65f6\u95f4\u7684\u89c6\u89c9\u53d8\u91cf\u6765\u5212\u5206\uff0c\u5927\u81f4\u53ef\u4ee5\u6709\uff1a\u4f4d\u7f6e\uff08\u76f4\u89d2\u5750\u6807\u7cfb\uff09\u3001\u89d2\u5ea6\uff08\u5f84\u5411\u5750\u6807\u7cfb\uff09\u3001\u8272\u5f69\u3001\u5927\u5c0f\u7b49\u3002<\/p>\n<p>\u7ebf\u6027\u65b9\u6cd5\u6700\u4e3a\u5e38\u89c1\uff0c\u5176\u901a\u5e38\u5c06\u65f6\u95f4\u6620\u5c04\u4e3a\u65f6\u95f4\u8f74\uff0c\u5176\u4ed6\u7ef4\u5ea6\u53ef\u4ee5\u6620\u5c04\u6210\u6298\u7ebf\u3001\u67f1\u5f62\u3001\u9762\u79ef\u3001\u8272\u5f69\u7b49\u3002\u5178\u578b\u7684\u4f8b\u5b50\u5982\u4e3b\u9898\u6d41\u56fe\uff08ThemeRiver\uff09\uff0c\u53ef\u8ba4\u4e3a\u662f\u9762\u79ef\u56fe\u7684\u4e00\u79cd\u6269\u5c55\uff0c\u4f7f\u7528\u4e86\u201c\u6cb3\u6d41\u201d\u7684\u53ef\u89c6\u5316\u9690\u55bb\u6765\u8868\u8fbe\u65f6\u95f4\u3002\u5176\u4e3b\u8981\u4f9d\u8d56\u5bbd\u5ea6\u5c5e\u6027\u8868\u793a\u4fe1\u606f\u6570\u91cf\uff0c\u989c\u8272\u5c5e\u6027\u8868\u8fbe\u6570\u636e\u5c5e\u6027\uff0c\u65e2\u53ef\u4ee5\u8868\u8fbe\u4fe1\u606f\u6d41\u7684\u5b8f\u89c2\u8d8b\u52bf\uff0c\u4e5f\u53ef\u4ee5\u8868\u8fbe\u7ec6\u8282\uff0c\u7279\u522b\u9002\u5408\u5e2e\u52a9\u786e\u5b9a\u4e0e\u65f6\u95f4\u76f8\u5173\u7684\u5404\u4e2a\u4e3b\u8981\u4e8b\u4ef6\u4e4b\u95f4\u7684\u5185\u5bb9\u4e0e\u8054\u7cfb\u3002\u6b64\u53ef\u89c6\u5316\u8bbe\u8ba1\u540e\u6765\u5728\u6587\u672c\u53ef\u89c6\u5316\u9886\u57df\u5f97\u5230\u6781\u5927\u666e\u53ca\u3002<\/p>\n<blockquote><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/zhangdi.dengxinbo.cn\/stacked_graphs.png\" width=\"466\" height=\"338\" \/><\/p>\n<p>    Stacked Graphs\uff0c\u4e00\u4e2a\u7ebf\u6027\u65f6\u95f4\u53ef\u89c6\u5316\u6848\u4f8b\u3002timeRiver\u7684\u4e00\u79cd\u53d8\u4f53\uff0c\u9002\u5408\u5448\u73b0\u591a\u4e2a\u65f6\u5e8f\u53d8\u91cf\u7684\u53d8\u5316\u8d8b\u52bf\u3002Byron, L. &amp; Wattenberg, M.: <a href=\"http:\/\/dx.doi.org\/10.1109\/TVCG.2008.166\">Stacked Graphs \u2013 Geometry &amp; Aesthetics<\/a>. IEEE Transactions on Visualization and Computer Graphics, Vol. 14, No. 6, 2008.<\/p><\/blockquote>\n<p>\u5faa\u73af\u6392\u5217\uff0c\u6709\u8bb8\u591a\u79cd\u5e03\u5c40\u65b9\u6cd5\uff0c\u4f8b\u5982\u591a\u4e2a\u5468\u671f\u7528\u591a\u4e2a\u5c0f\u56fe\u8868\u793a\u7684\u6805\u683c\u5e03\u5c40\u6cd5\uff0c\u8fd8\u6709\u5f84\u5411\u5e03\u5c40\u6cd5\u3002\u5f84\u5411\u5e03\u5c40\u7684\u4f8b\u5b50\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-large aligncenter\" src=\"http:\/\/zhangdi.dengxinbo.cn\/circos.png\" width=\"1200\" height=\"581\" \/><\/p>\n<p>3D\u56fe\u8868\uff0c\u4e0e2D\u56fe\u8868\u76f8\u6bd4\uff0c\u867d\u7136\u753b\u9762\u51b2\u51fb\u529b\u8f83\u5f3a\uff0c\u4f46\u662f\u7531\u4e8e\u900f\u89c6\u539f\u56e0\u4f1a\u906e\u6321\u6216\u9690\u85cf\u90e8\u5206\u4fe1\u606f\uff0c\u56e0\u6b64\u5e76\u4e0d\u59822D\u56fe\u8868\u76f4\u89c2\uff0c\u6545\u800c\u4e0d\u662f\u53ef\u89c6\u5206\u6790\u9886\u57df\u7684\u4e3b\u6d41\u8868\u73b0\u65b9\u5f0f\u3002\u4f46\u4e09\u7ef4\u65b9\u6cd5\u53ef\u4ee5\u8868\u73b0\u9ad8\u7ef4\u65f6\u5e8f\u6570\u636e\uff0c\u4f8b\u5982Tominski\u7b49\u4eba\u63d0\u51fa\u76843\u7ef4\u65f6\u95f4\u96a7\u9053 Kiviat Tube\uff0c\u53ef\u8ba4\u4e3a\u662f\u5e73\u884c\u5750\u6807\u4ee5\u65f6\u95f4\u8f74\u4e3a\u4e2d\u5fc3\u5efa\u7acb\u76843\u7ef4\u6269\u5c55\uff0c\u5176\u6bcf\u4e2a\u65f6\u95f4\u70b9\u7684\u4e8c\u7ef4\u5207\u9762\u90fd\u662f\u4e00\u4e2a\u661f\u5f62\u56fe\uff0c\u5982\u56fe 3.1\u6240\u793a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-large aligncenter\" src=\"http:\/\/zhangdi.dengxinbo.cn\/Kiviat%20Tube.png\" width=\"1200\" height=\"699\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large\" src=\"http:\/\/zhangdi.dengxinbo.cn\/ringmaps.png\" width=\"300\" height=\"300\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u65f6\u5e8f\u6570\u636e\u53ef\u89c6\u5316\u65b9\u5f0f\uff0c\u53ef\u5206\u4e3a\u5236\u4f5c\u65f6\u5e8f\u6d41\u56fe\u7684\u540c\u5b66\u5f88\u6709\u5fc5\u8981\u53c2\u8003\u4e00\u4e0b\u8fd9\u4e2a\u7f51\u7ad9\u5185\u5bb9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0a\u6b21\u535a\u5ba2\u6211\u5206\u4eab\u4e86\u4e00\u4e9b\u53ef\u89c6\u5316\u6848\u4f8b\u96c6\u8403\u3002\u8fd9\u4e9b<\/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":[110,154],"class_list":["post-1858","post","type-post","status-publish","format-standard","hentry","category-data-visualization","tag-110","tag-154"],"_links":{"self":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/1858","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=1858"}],"version-history":[{"count":0,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/1858\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}