{"id":2313,"date":"2022-08-03T17:26:04","date_gmt":"2022-08-03T09:26:04","guid":{"rendered":"http:\/\/www.storagelab.org.cn\/zhangdi\/?p=2313"},"modified":"2022-08-03T17:26:04","modified_gmt":"2022-08-03T09:26:04","slug":"acm-chi-2021-%e8%87%aa%e5%8a%a8%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%90%91%e6%9c%89%e8%b6%a3%e8%ae%ba%e6%96%87%e6%91%98%e9%80%89-01","status":"publish","type":"post","link":"https:\/\/www.divis.cn\/index.php\/2022\/08\/03\/acm-chi-2021-%e8%87%aa%e5%8a%a8%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%90%91%e6%9c%89%e8%b6%a3%e8%ae%ba%e6%96%87%e6%91%98%e9%80%89-01\/","title":{"rendered":"ACM CHI 2021 \u81ea\u52a8\u53ef\u89c6\u5316\u65b9\u5411\u6709\u8da3\u8bba\u6587\u6458\u9009 01"},"content":{"rendered":"<blockquote><p><strong>\u81ea\u52a8\u53ef\u89c6\u5316\uff08Automatic Visualization\uff09<\/strong>\u662f\u5f53\u4eca\u53ef\u89c6\u5316\u9886\u57df\u8f83\u4e3a\u706b\u70ed\u7684\u7814\u7a76\u70b9\u3002\u7b80\u5355\u5730\u8bf4\uff0c\u5176\u7814\u7a76\u76ee\u6807\u662f\u7531\u673a\u5668\u81ea\u52a8\u5730\u5b9e\u73b0\u4ece\u6570\u636e\u5230\u89c6\u56fe\u7684\u8f6c\u6362\uff0c\u8f6c\u6362\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u6216\u8005\u53ea\u9700\u8981\u8f83\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u5c31\u80fd\u83b7\u5f97\u4fe1\u8fbe\u96c5\u7684\u89c6\u56fe\uff0c\u4ece\u800c\u63d0\u9ad8\u53ef\u89c6\u5316\u6548\u7387\u3002\u663e\u7136\u6b64\u7814\u7a76\u70b9\u6d89\u53ca\u7684\u95ee\u9898\u662f\u591a\u65b9\u9762\u7684\uff1a<\/p>\n<ul>\n<li>\u5176\u4e00\u662f\u53ef\u89c6\u5316\u6548\u679c\u8bc4\u6d4b\uff0c\u5982\u4f55\u624d\u80fd\u786e\u5b9a\u751f\u6210\u7684\u53ef\u89c6\u5316\u89c6\u56fe\u662f\u7b26\u5408\u7528\u6237\u9700\u6c42\u7684\u3001\u6709\u6548\u7684\u3001\u81ea\u52a8\u7684\uff1f\u4e1a\u754c\u9700\u8981\u5b9a\u6027\u548c\u5b9a\u91cf\u8bc4\u6d4b\u65b9\u6cd5\uff1b<\/li>\n<li>\u5176\u4e8c\u662f\u6570\u636e\u6a21\u578b\u7684\u6784\u5efa\uff0c\u7531\u4e8e\u6570\u636e\u7c7b\u578b\u7684\u591a\u6837\u6027\u5bfc\u81f4\u4e0d\u53ef\u80fd\u7528\u4e00\u79cd\u81ea\u52a8\u53ef\u89c6\u5316\u5de5\u5177\u8986\u76d6\u6240\u6709\u9700\u6c42\uff0c\u56e0\u6b64\u5728\u5168\u9762\u6027\u548c\u7279\u6b8a\u6027\u4e2d\u9700\u8981\u4f5c\u51fa\u53d6\u820d\u7684\u540c\u65f6\uff0c\u4e5f\u8981\u6a21\u578b\u6784\u5efa\u65b9\u9762\uff08\u57fa\u4e8e\u7528\u6237\u89c4\u5219\u6216\u8005\u673a\u5668\u5b66\u4e60\u7b49\uff09\u505a\u66f4\u591a\u7684\u5de5\u4f5c\uff0c\u4ece\u800c\u5bf9\u66f4\u590d\u6742\u7684\u6570\u636e\u5177\u6709\u66f4\u597d\u7684\u5bb9\u9519\u80fd\u529b\uff1b<\/li>\n<li>\u5176\u4e09\u662f\u4ea4\u4e92\u65b9\u6cd5\u7684\u8865\u5145\u3002\u76ee\u524d\u6570\u636e\u6a21\u578b\u65e0\u8bba\u662f\u57fa\u4e8e\u89c4\u5219\u7684\u8fd8\u662f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u90fd\u80fd\u529b\u6709\u9650\uff0c\u56e0\u6b64\u9002\u5f53\u7684\u53cd\u9988\u8c03\u8282\u662f\u5fc5\u8981\u7684\uff0c\u5e76\u4e14\u9700\u8981\u5e73\u8861\u521b\u9020\u6027\u548c\u81ea\u52a8\u5316\u4e4b\u95f4\u7684\u5173\u7cfb\uff1b<\/li>\n<li>\u5176\u56db\u662f\u53ef\u89c6\u5316\u8bed\u6599\u5e93\u7684\u6784\u5efa\u3002\u76f8\u5bf9\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u56fe\u50cf\u8bc6\u522b\u7b49\u9886\u57df\uff0c\u81ea\u52a8\u53ef\u89c6\u5316\u65b9\u9762\u7684\u516c\u5171\u8bed\u6599\u5e93\u4e4f\u5584\u53ef\u9648\uff0c\u5e76\u4e14\u4e0d\u540c\u8bed\u5883\u4e0b\u540c\u4e00\u4e2a\u89c6\u89c9\u5143\u7d20\u6709\u53ef\u80fd\u4ee3\u8868\u4e0d\u540c\u542b\u4e49\uff0c\u8fd9\u90fd\u5bfc\u81f4\u4e86\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u81ea\u52a8\u53ef\u89c6\u5316\u5de5\u5177\u529f\u80fd\u4e25\u91cd\u53d7\u9650\u3002\u56e0\u6b64\u6784\u5efa\u89c6\u89c9\u5143\u7d20\u8bed\u6599\u5e93\u4f9d\u7136\u662f\u4e2a\u5de8\u5927\u6311\u6218\u3002<\/li>\n<\/ul>\n<p>\u5173\u4e8e\u81ea\u52a8\u53ef\u89c6\u5316\u7684\u66f4\u591a\u63cf\u8ff0\u53ef\u4ee5\u53c2\u8003\u8fd9\u7bc7\u7efc\u8ff0\uff1a<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2468502X20300292\">A survey on automatic infographics and visualization <\/a>\uff0c\u6587\u4e2d\u5c06\u81ea\u52a8\u53ef\u89c6\u5316\u5de5\u5177\u5206\u4e3a\u6570\u636e\u9a71\u52a8\u548c\u57fa\u4e8e\u77e5\u8bc6\u4e24\u5927\u7c7b\u3002\u524d\u8005\u4f7f\u7528\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u7684\u7ea6\u675f\uff08\u901a\u5e38\u4f1a\u7528\u673a\u5668\u5b66\u4e60\u7684\u65b9\u5f0f\uff09\u6765\u6307\u5bfc\u53ef\u89c6\u5316\uff0c\u540e\u8005\u4f7f\u7528\u4e00\u7cfb\u5217\u7528\u6237\u5b9a\u4e49\u7684\u7ea6\u675f\u548c\u53ef\u89c6\u5316\u8bbe\u8ba1\u7ea6\u675f\u6765\u6307\u5bfc\u53ef\u89c6\u5316\u3002\u5f53\u7136\u8fd8\u6709\u4e00\u79cd\u6df7\u5408\u6a21\u5f0f\uff0c\u540c\u65f6\u4f7f\u7528\u6570\u636e\u9a71\u52a8\u548c\u57fa\u4e8e\u77e5\u8bc6\u7684\u65b9\u6cd5\u3002<\/p><\/blockquote>\n<p>\u4eba\u4ea4\u4ea4\u4e92\u9876\u4f1aACM CHI \u4e00\u76f4\u4e0e\u53ef\u89c6\u5316\u5173\u7cfb\u5bc6\u5207\uff0c\u751a\u81f3\u6709\u4e2a\u4e13\u95e8\u7684session\u662fDesigning Effective Visualizations\u3002\uff08\u987a\u5e26\u4e00\u63d0ACM CHI\u4e8e\u6e38\u620f\u9886\u57df\u4e5f\u5173\u7cfb\u5bc6\u5207\uff0c\u751a\u81f3\u6709\u4e2a\u4e13\u95e8\u7684session\u662fGame Design and Player Experience\uff09\u63a5\u4e0b\u6765\u7684\u5185\u5bb9\u662fACM CHI 2021 \u7684\u81ea\u52a8\u53ef\u89c6\u5316\u9886\u57df\u76f8\u5173\u8bba\u6587\u7684\u4e2a\u4eba\u6458\u9009\u3002\u672c\u6587\u662f\u53bb\u5e74\u4eba\u673a\u4ea4\u4e92\u9886\u57df\u9876\u4f1aCHI\u7ed3\u675f\u540e\u5199\u7684\u8349\u7a3f\uff0c\u73b0\u4eca\u4fee\u6539\u540e\u53d1\u5e03\u3002<\/p>\n<p><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3411764.3445179\">Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison<\/a>\uff08\u901a\u8fc7\u4f17\u5305\u6210\u5bf9\u6bd4\u8f83\u7684\u81ea\u52a8\u5316\u56fe\u8868\u5e03\u5c40\u914d\u7f6e\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff09<\/p>\n<p>\u8fd9\u662f\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u5c48\u534e\u6c11\u6559\u6388\u56e2\u961f\u7684\u4e00\u7bc7\u8bba\u6587\uff0c\u4f5c\u8005\u4e00\u680f\u4e2d\u8fd8\u6709\u81ea\u52a8\u53ef\u89c6\u5316\u9886\u57df\u7684\u8001\u719f\u4ebaBongshin Lee. \u8be5\u6587\u7ae0\u4e3b\u8981\u63d0\u51fa\u4e86\u4e00\u79cd\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u81ea\u52a8\u914d\u7f6e\u56fe\u8868\u5e03\u5c40\u53c2\u6570\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u901a\u5e38\u7684\u5236\u56fe\u5de5\u5177\uff08\u6bd4\u5982excel\u4e2d\u7684\u7edf\u8ba1\u56fe\uff09\u90fd\u4f1a\u4f7f\u7528\u9884\u5148\u5b9a\u4e49\u7684\u56fe\u8868\u5e03\u5c40\u53c2\u6570\uff08\u6bd4\u5982\u56fe\u8868\u5927\u5c0f\u3001\u95f4\u9699\u5bbd\u5ea6\u7b49\uff09\uff0c\u5f53\u56fe\u5f62\u751f\u6210\u4ee5\u540e\uff0c\u4eba\u4eec\u53ef\u4ee5\u901a\u8fc7\u53cd\u590d\u8c03\u8282\u8fd9\u4e9b\u5e03\u5c40\u53c2\u6570\u4ee5\u5b9e\u73b0\u89c6\u89c9\u4e0a\u66f4\u6709\u5438\u5f15\u529b\u7684\u5e03\u5c40\uff0c\u4f46\u662f\u8fd9\u79cd\u8bd5\u9519\u8fc7\u7a0b\u662f\u8017\u65f6\u4e14\u7f3a\u4e4f\u7cfb\u7edf\u89c4\u5212\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u8be5\u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u4e2a\u540d\u4e3aLQ2\u7684\u5e03\u5c40\u8d28\u91cf\u91cf\u5316\u5de5\u5177\uff0c\u8be5\u5de5\u5177\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4ece\u5927\u91cf\u6210\u5bf9\u7684\u67f1\u72b6\u56fe\u4e2d\u5b66\u4e60\u5982\u4f55\u5bf9\u56fe\u8868\u5e03\u5c40\u8fdb\u884c\u8bc4\u5206\u3002\u7ecf\u8fc7\u8bad\u7ec3\u540e\uff0cLQ2\u53ef\u4ee5\u63a8\u8350\u80fd\u591f\u63d0\u9ad8\u56fe\u8868\u5e03\u5c40\u8d28\u91cf\u7684\u5e03\u5c40\u53c2\u6570\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/Automate%20Chart%20Layout%20Configurations1.png\" \/><\/p>\n<p>\u5982\u5f00\u7bc7\u6240\u8ff0\uff0c\u6b64\u7c7b\u6570\u636e\u9a71\u52a8\u7684\u81ea\u52a8\u53ef\u89c6\u5316\u65b9\u6cd5\uff0c\u4e3b\u8981\u75db\u70b9\u662f\u7f3a\u4e4f\u53ef\u89c6\u5316\u8bed\u6599\u5e93\u548c\u8bc4\u4ef7\u6307\u6807\u3002\u4f17\u6240\u5468\u77e5\u73b0\u9636\u6bb5\u7684\u4eba\u5de5\u667a\u80fd\u662f\u591a\u5c11\u4eba\u5de5\u624d\u6709\u591a\u5c11\u667a\u80fd\uff0c\u6240\u4ee5\u8be5\u56e2\u961f\u9996\u5148\u8981\u89e3\u51b3\u7684\u95ee\u9898\u662f\u786e\u4fdd\u4e00\u4e2a\u6253\u597d\u6807\u7b7e\u7684\u8bad\u7ec3\u96c6\uff0c\u5e76\u4e14\u80fd\u628a\u8fd9\u4e2a\u6253\u6807\u7b7e\u7684\u4f17\u5305\u5de5\u4f5c\u987a\u5229\u5b89\u6392\u4e0b\u53bb\u3002<\/p>\n<p>\u4e3a\u4e86\u7b80\u5316\u95ee\u9898\u660e\u786e\u601d\u8def\uff0c\u8be5\u56e2\u961f\u5c06\u9996\u5148\u5c06\u56fe\u8868\u9650\u5236\u4e3a\u67f1\u72b6\u56fe\uff0c\u7136\u540e\u5c06\u5e03\u5c40\u53c2\u6570\u63a7\u5236\u5728\u56fe\u8868\u957f\u5bbd\u6bd4\u3001\u67f1\u5bbd\u5ea6\u3001\u67f1\u6570\u91cf\u3001\u67f1\u671d\u5411\u3001\u6807\u7b7e\u65cb\u8f6c\u89d2\u5ea6\u548c\u6807\u7b7e\u6700\u5927\u957f\u5ea66\u9879\uff0c\u6bcf\u9879\u53ef\u80fd\u7684\u6570\u503c\u82e5\u5e72\u79cd\uff0c\u5171\u6392\u5217\u7ec4\u5408\u6210\u4e8687360\u79cd\u5e03\u5c40\u3002\u4f46\u662f\uff0c\u5982\u679c\u8ba9\u4eba\u76f4\u63a5\u7ed9\u6bcf\u4e2a\u5e03\u5c40\u65b9\u5f0f\u8bc4\u5206\uff0c\u5145\u6ee1\u4e86\u4e3b\u89c2\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u96be\u4ee5\u5f97\u5230\u9760\u8c31\u7684\u6807\u6ce8\u6570\u636e\u3002\u4e3a\u6b64\uff0c\u8be5\u56e2\u961f\u4f7f\u7528\u4e86\u5728\u672c\u9886\u57df\u8f83\u4e3a\u5e38\u89c1\u7684\u6bd4\u8f83\u6392\u5e8f\u6cd5\u6765\u66ff\u4ee3\u76f4\u63a5\u6253\u5206\u6cd5\uff0c\u5177\u4f53\u5730\u8bf4\u5c06\u8fd987360\u79cd\u5e03\u5c40\u6bcf\u4e24\u4e2a\u5206\u4e00\u7ec4\uff0c\u6784\u6210\u6bd4\u8f83\u96c6\u3002\u7136\u540e\u7528\u4f17\u5305\u6253\u6807\u7b7e\u7684\u65b9\u5f0f\uff0c\u8ba9\u53c2\u4e0e\u8005\u57282\u4e2a\u4e00\u5bf9\u7684\u56fe\u8868\u4e2d\u9009\u62e9\u4ed6\u89c9\u5f97\u5e03\u5c40\u66f4\u4f18\u7f8e\u7684\u754c\u9762\uff0c\u4ece\u800c\u5c06\u5e03\u5c40\u8bc4\u5206\u95ee\u9898\u8f6c\u5316\u4e3a\u6392\u5e8f\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/Automate%20Chart%20Layout%20Configurations3.png\" \/><\/p>\n<p>\u4e0d\u8fc7\u8fd9\u8fd8\u6709\u4e2a\u95ee\u9898\uff0c\u5c31\u662f\u5982\u679c\u6bcf\u79cd\u5e03\u5c40\u90fd\u8981\u4e0e\u5176\u4ed6\u5e03\u5c40\u8fdb\u884c\u6bd4\u8f83\u7684\u8bdd\uff0c\u90a3\u4e4887360\u79cd\u5e03\u5c40\u4e24\u4e24\u751f\u6210\u7684\u6bd4\u8f83\u5bf9\u8fd8\u662f\u592a\u591a\u4e86\u3002\u4e3a\u6b64\u8be5\u56e2\u961f\u91c7\u7528\u4e86\u91cd\u8981\u6027\u91c7\u6837\u65b9\u6cd5\u548c\u68af\u5ea6\u91c7\u6837\u65b9\u6cd5\u6765\u964d\u4f4e\u6bd4\u8f83\u5bf9\u7684\u6570\u91cf\u3002\u91cd\u8981\u6027\u91c7\u6837\u65b9\u6cd5\u5c31\u662f\u5982\u679c\u5728\u4eba\u5de5\u6807\u6ce8\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5982\u679c\u67d0\u79cd\u5e03\u5c40\u603b\u662f\u88ab\u9009\u4e2d\uff0c\u90a3\u4e48\u8be5\u5e03\u5c40\u6240\u6d89\u53ca\u7684\u5e03\u5c40\u53c2\u6570\u91c7\u6837\u6982\u7387\u4f1a\u5927\u5927\u63d0\u5347\u3002\u68af\u5ea6\u91c7\u6837\u65b9\u6cd5\u5219\u9700\u8981\u7528\u5230\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u7684\u8bc4\u5206\u6a21\u578b\uff0c\u6a21\u578b\u68af\u5ea6\u8f83\u5c0f\u7684\u5730\u65b9\u51cf\u5c0f\u91c7\u6837\u7684\u6b65\u957f\uff0c\u5e76\u589e\u52a0\u91c7\u6837\u7684\u9891\u7387\u3002\u901a\u8fc7\u8fd9\u4e24\u79cd\u65b9\u5f0f\u8fdb\u884c\u81ea\u9002\u5e94\u91c7\u6837\uff0c\u6700\u7ec8\u5c0687360\u79cd\u5e03\u5c40\u7684\u6bd4\u8f83\u5bf9\u7b80\u5316\u4e3a1333\u5bf9\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/Automate%20Chart%20Layout%20Configurations2.png\" \/><\/p>\n<p>\u6700\u540e\uff0c\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u662f\u9762\u5411\u6210\u5bf9\u6bd4\u8f83\u7684Siamase\u795e\u7ecf\u7f51\u7edc\uff0c\u8be5\u7f51\u7edc\u8f93\u5165\u7684\u662f\u5e03\u5c40\u53c2\u6570\uff0c\u8f93\u51fa\u7f8e\u5b66\u8bc4\u5206\u3002\u7ecf\u8fc71333\u5bf9\u5e03\u5c40\u6bd4\u8f83\u7ed3\u679c\u7684\u8bad\u7ec3\uff0c\u5f97\u5230\u4e86\u5e03\u5c40\u8d28\u91cf\u91cf\u5316\u5de5\u5177LQ2\u3002<\/p>\n<p>\u4e3a\u4e86\u9a8c\u8bc1LQ2\u7684\u6709\u6548\u6027\uff0c\u8be5\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e24\u4e2a\u7528\u6237\u7814\u7a76\u5b9e\u9a8c\uff1a\u5176\u4e00\u662f\u6570\u636e\u6f14\u793a\uff0c\u7528\u6237\u60f3\u8981\u521b\u5efa\u56fe\u8868\u4ee5\u7f8e\u89c2\u7684\u65b9\u5f0f\u4f20\u8fbe\u6570\u636e\u89c1\u89e3\uff0c\u9700\u8981\u8c03\u6574\u67f1\u72b6\u56fe\u7684\u7eb5\u6a2a\u6bd4\u548c\u67f1\u5f62\u5bbd\u5ea6\u3002\u5176\u4e8c\u662f\u81ea\u9002\u5e94\u7684\u53ef\u89c6\u5316\u8bbe\u8ba1\uff0c\u7ed9\u5b9a\u6700\u5927\u5bbd\u5ea6\uff0c\u8ba9\u7528\u6237\u8c03\u6574\u67f1\u72b6\u56fe\u7684\u7eb5\u6a2a\u6bd4\u3001\u67f1\u5f62\u5bbd\u5ea6\u3001\u67f1\u671d\u5411\u3001\u6807\u7b7e\u65cb\u8f6c\u89d2\u5ea6\u3002\u5bf9\u4ee5\u4e0a\u4e24\u4e2a\u5b9e\u9a8c\u5404\u914d\u5907\u4e8650\u4e2a\u548c80\u4e2a\u67f1\u72b6\u56fe\u6848\u4f8b\uff0c\u6bcf\u4e2a\u6848\u4f8b\u7f16\u7801\u968f\u673a\u7684\u6570\u636e\u3002\u7136\u540e\u5206\u522b\u4f7f\u7528LQ2\u3001\u4eba\u5de5\u3001\u9ed8\u8ba4\u548c\u968f\u673a\u7684\u65b9\u5f0f\u751f\u6210\u67f1\u72b6\u56fe\u5e03\u5c40\u3002\u6700\u540e\u91c7\u7528Mturk\u5b9e\u9a8c\uff0c\u8981\u6c4210\u540d\u53c2\u4e0e\u8005\u4e24\u4e24\u6bd4\u8f83\u8fd9\u56db\u79cd\u65b9\u6cd5\u751f\u6210\u7684\u5e03\u5c40\u54ea\u79cd\u66f4\u4f18\u8d8a\u3002<\/p>\n<p>\u4ece\u7ed3\u679c\u4e0a\u770b\uff0c\u5728\u7b2c\u4e00\u4e2a\u7528\u6237\u7814\u7a76\u5b9e\u9a8c\u4e2d\uff0cLQ2\u660e\u663e\u4f18\u4e8e\u5176\u4ed6\u4e09\u79cd\uff0c\u4eba\u5de5\u65b9\u6cd5\u6b21\u4e4b\uff1b\u5728\u7b2c\u4e8c\u4e2a\u5b9e\u9a8c\u4e2d\uff0cLQ2\u548c\u4eba\u5de5\u65b9\u6cd5\u5f97\u5206\u8fd1\u4f3c\uff0c\u90fd\u4f18\u4e8e\u9ed8\u8ba4\u548c\u968f\u673a\u5e03\u5c40\u65b9\u6cd5\uff08\u5982\u4e0b\u56feA\uff09\u3002\u6b64\u5916\uff0c\u5728\u7b2c\u4e00\u4e2a\u5b9e\u9a8c\u4e2d\uff0c\u4eba\u5de5\u8c03\u6574\u4e00\u4e2a\u56fe\u7684\u5e03\u5c40\u5e73\u5747\u9700\u898149.7\u79d2\u548c8.9\u6b21\u8c03\u6574\uff0c\u5728\u7b2c\u4e8c\u4e2a\u5b9e\u9a8c\u4e2d\u5219\u9700\u898170.4\u79d2\u548c17.2\u6b21\u8c03\u6574\uff08\u5982\u4e0b\u56feB\uff09\u3002\u800c\u673a\u5668\u6240\u82b1\u7684\u65f6\u95f4\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/zhangdi.dengxinbo.cn\/Automate%20Chart%20Layout%20Configurations4.png\" \/><\/p>\n<p>\u7528\u6237\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u73b0\u6709\u56fe\u8868\u5de5\u5177\u4e2d\u7684\u9ed8\u8ba4\u5e03\u5c40\u6a21\u5f0f\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6b21\u4f18\u7ed3\u679c\u3002\u4e3a\u4e86\u63d0\u9ad8\u5e03\u5c40\u8d28\u91cf\uff0c\u5916\u884c\u4eba\u9700\u8981\u53c2\u4e0e\u4e00\u4e2a\u8017\u65f6\u7684\u8fc7\u7a0b\u6765\u53cd\u590d\u8c03\u6574\u53c2\u6570\u3002\u800cLQ2\u5219\u53ef\u4ee5\u901a\u8fc7\u5c0f\u6837\u672c\u5b66\u4e60\u5b9e\u73b0\u81f3\u5c11\u4eba\u7c7b\u6c34\u5e73\u7684\u6027\u80fd\uff0c\u540c\u65f6\u6d88\u9664\u624b\u52a8\u8c03\u6574\u7684\u6c89\u91cd\u6210\u672c\u3002<\/p>\n<p>\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u8fd9\u7bc7\u8bba\u6587\u6700\u5927\u7684\u4eae\u70b9\u5c31\u662f\u8bad\u7ec3\u96c6\u7684\u751f\u6210\u65b9\u5f0f\uff08\u4e5f\u53ef\u4ee5\u79f0\u4e4b\u201c\u4e3b\u89c2\u8bc4\u4ef7\u7684\u91cf\u5316\u7b56\u7565\u201d\uff09\u4ee5\u53ca\u7528\u6237\u7814\u7a76\u5b9e\u9a8c\u7684\u8bbe\u8ba1\u3002\u672c\u6587\u53ef\u4ee5\u88ab\u89c6\u4e3a\u65e8\u5728\u786e\u5b9a\u6700\u4f73\u5e03\u5c40\u53c2\u6570\u7ec4\u5408\u7684\u5b9e\u8bc1\u7814\u7a76\uff0c\u7ed9\u51fa\u4e86\u4e00\u79cd\u5bf9\u56fe\u8868\u5e03\u5c40\u7f8e\u89c2\u7a0b\u5ea6\u8fd9\u4e00\u4e3b\u89c2\u8bc4\u4ef7\u7684\u91cf\u5316\u7b56\u7565\u3002\u663e\u7136\uff0c\u8fd9\u79cd\u7b56\u7565\u4e5f\u53ef\u4ee5\u7528\u5728\u4eba\u6587\u79d1\u5b66\u9886\u57df\uff0c\u6bd4\u5982\u201c\u67d0\u56fd\u4eba\u773c\u91cc\u7684\u7f8e\u5973\u90fd\u662f\u4ec0\u4e48\u6837\u7684\u201d\u4e4b\u7c7b\u7684\u4e3b\u89c2\u504f\u597d\u95ee\u9898\uff0c\u751a\u81f3\u4e8e\u5173\u4e8e\u7f8e\u5b66\u672c\u8d28\u7684\u63a2\u8ba8\u3002\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u5728\u7406\u89e3\u548c\u63d0\u9ad8\u5ba1\u7f8e\u8d28\u91cf\u5177\u6709\u5f88\u597d\u7684\u7814\u7a76\u524d\u666f\u3002\u8003\u8651\u5230\u6709\u65f6\u4eba\u4eec\u5bf9\u7f8e\u5b66\u7684\u8ffd\u6c42\u751a\u81f3\u8d85\u8fc7\u4e86\u5bf9\u53ef\u7528\u6027\u7684\u8ffd\u6c42\uff08\u4f8b\u5982google chart\u4e0a\u76843D\u997c\u56fe\u65e9\u5c31\u88ab\u4e13\u5bb6\u5f52\u7c7b\u4e3a\u4e0d\u597d\u7684\u53ef\u89c6\u5316\u8bbe\u8ba1\u4f46\u5374\u603b\u662f\u6709\u4eba\u7528\uff09\uff0c\u66f4\u4ee4\u4e3b\u89c2\u8bc4\u4ef7\u7684\u91cf\u5316\u7814\u7a76\u5145\u6ee1\u4e86\u6311\u6218\u6027\uff08\u8fd9\u53c8\u8ba9\u6211\u60f3\u8d77\u4f20\u7edf\u7ecf\u6d4e\u5b66\u7684\u7406\u6027\u4eba\u5047\u8bbe\uff0c\u53ef\u4ee5\u7528\u6570\u636e\u79d1\u5b66\u8bc1\u660e\u5176\u4e0d\u5408\u7406\u6027\u4e5f\u662f\u4e00\u6869\u4e50\u4e8b\uff0c\u4e0d\u8fc7\u60f3\u5fc5\u65e9\u5c31\u6709\u4eba\u505a\u8fc7\u4e86\uff09\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4f46\u662f\u6709\u4e9b\u7f8e\u5b66\u95ee\u9898\u6d89\u53ca\u7684\u53c2\u6570\u53ef\u80fd\u5f88\u591a\uff0c\u800c\u53c2\u6570\u6570\u91cf\u7684\u7ebf\u6027\u589e\u957f\u4f1a\u5bfc\u81f4\u8bbe\u8ba1\u7a7a\u95f4\u6307\u6570\u589e\u957f\uff0c\u8fd9\u5bf9\u8bbe\u8ba1\u6570\u636e\u91c7\u6837\u65b9\u6cd5\u63d0\u51fa\u4e86\u91cd\u5927\u6311\u6218\u3002\u7136\u800c\u6b64\u6587\u6307\u51fa\uff0cLQ2\u96be\u4ee5\u63a8\u5e7f\u5230\u5176\u4ed6\u56fe\u8868\u7c7b\u578b\u6216\u8005\u66f4\u591a\u7684\u5e03\u5c40\u53c2\u6570\u4e0a\u53bb\u3002\u5e76\u4e14\u6700\u8fd1\u7684\u7814\u7a76\u8868\u660e\uff0cCNN\uff08\u5206\u6790\u89c6\u89c9\u56fe\u50cf\u6700\u5e38\u89c1\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff09\u76ee\u524d\u65e0\u6cd5\u5904\u7406\u53ef\u89c6\u5316\u56fe\u8868\uff0c\u4e5f\u5c31\u662f\u8bf4\u6682\u65f6\u8fd8\u6ca1\u6709\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u8bed\u4e49\u7279\u5f81\u4e0d\u540c\u7684\u56fe\u50cf\u3002\u53ef\u89c1\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u53d1\u5c55\u4f9d\u7136\u4efb\u91cd\u9053\u8fdc\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u81ea\u52a8\u53ef\u89c6\u5316\uff08Automatic Visu<\/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":[154],"class_list":["post-2313","post","type-post","status-publish","format-standard","hentry","category-data-visualization","tag-154"],"_links":{"self":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2313","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=2313"}],"version-history":[{"count":0,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2313\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/media?parent=2313"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/categories?post=2313"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/tags?post=2313"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}