{"id":15297,"date":"2019-04-08T00:00:50","date_gmt":"2019-04-08T09:46:59","guid":{"rendered":"http:\/\/swarma.org\/?p=15297"},"modified":"2019-04-08T17:47:01","modified_gmt":"2019-04-08T09:47:01","slug":"bcf9d6835d","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=15297","title":{"rendered":"\u63d0\u9ad8\u63a8\u8350\u7cfb\u7edf\u957f\u671f\u6027\u80fd\u7684\u65b0\u65b9\u6cd5 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7"},"content":{"rendered":"
\n
<\/section>\n
\"\u96c6\u667a\"<\/div>\n<\/p>\n

\u6838<\/span><\/strong>\u5fc3\u901f\u9012<\/span><\/strong><\/p>\n

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    \n
  • \n

    \u63d0\u9ad8\u63a8\u8350\u7cfb\u7edf\u957f\u671f\u6027\u80fd\u7684\u65b0\u65b9\u6cd5;<\/span><\/span><\/h3>\n<\/li>\n
  • \n

    PyTorch-BigGraph \uff1a\u5927\u89c4\u6a21\u56fe\u5d4c\u5165\u7cfb\u7edf;<\/span><\/h3>\n<\/li>\n
  • \n

    \u5728\u5927\u6570\u636e\u5e73\u53f0\u4e2d\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u548c\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u8fdb\u884c\u7535\u4fe1\u5ba2\u6237\u6d41\u5931\u9884\u6d4b;<\/span><\/h3>\n<\/li>\n
  • \n

    \u5f00\u653e\u5f0f\u6f14\u5316\u4e0e Web \u670d\u52a1\u65b0\u9896\u673a\u5236;<\/span><\/p>\n<\/li>\n

  • \n

    \u590d\u6742\u7f51\u7edc\u4e2d\u6df7\u5408\u610f\u89c1\u52a8\u6001\u7684\u5e73\u5747\u590d\u5236\u8005\u6295\u7968\u6a21\u578b;<\/span><\/p>\n<\/li>\n

  • \n

    \u7f51\u7edc\u793e\u4f1a\u7cfb\u7edf\uff1a\u5efa\u6a21\u3001\u63a8\u7406\u548c\u4f18\u5316\u8bbe\u8ba1;<\/span><\/p>\n<\/li>\n

  • \n

    \u57fa\u4e8e\u6269\u6563\u7684\u63a8\u8350\u7cfb\u7edf\u7684\u53ef\u9884\u6d4b\u6027;<\/span><\/p>\n<\/li>\n

  • \n

    Heider \u5e73\u8861\u548c\u955c\u50cf\u81ea\u6211;<\/span><\/p>\n<\/li>\n

  • \n

    \u5229\u7528\u57fa\u4e8e CDR \u7684\u793e\u4f1a\u7f51\u7edc\u9884\u6d4b\u590d\u6742\u7684\u7528\u6237\u884c\u4e3a;<\/span><\/p>\n<\/li>\n

  • \n

    \u5177\u6709\u4e0d\u4e00\u81f4\u6027\u7684\u540c\u8d28\u5bf9\u79f0\u9608\u503c\u6a21\u578b\uff1a\u72ec\u7acb\u6027\u4e0e\u53cd\u4e00\u81f4\u6027;<\/span><\/p>\n<\/li>\n

  • \n

    \u63a8\u7279\u8bae\u5458\uff1a\u82f1\u56fd\u516c\u6c11\u4e0e\u8bae\u5458\u4e4b\u95f4\u7684\u6570\u5b57\u4e92\u52a8;<\/span><\/p>\n<\/li>\n

  • \n

    \u591a\u8def\u7f51\u7edc\u7684\u6269\u6563\u884c\u4e3a;<\/span><\/p>\n<\/li>\n

  • \n

    \u516c\u5e73\u6838\u5fc3-\u8fb9\u7f18\u56fe\u7684\u8c31\u5bc6\u5ea6;<\/span><\/p>\n<\/li>\n

  • \n

    \u793e\u4ea4\u5a92\u4f53\u4e2d\u4eba\u7c7b\u4ef7\u503c\u89c2\u548c\u5bf9\u75ab\u82d7\u63a5\u79cd\u7684\u6001\u5ea6;<\/span><\/p>\n<\/li>\n

  • \n

    NewsCompare \uff1a\u4e00\u79cd\u7528\u4e8e\u68c0\u6d4b\u56fd\u5bb6\u65b0\u95fb\u5f71\u54cd\u7684\u65b0\u9896\u5e94\u7528\u7a0b\u5e8f;<\/span><\/p>\n<\/li>\n

  • \n

    \u4e00\u8bcd\u591a\u4e49\u3001\u7b80\u6d01\u6027\u4e0e\u8bed\u8a00\u7684\u9891\u7387;<\/span><\/p>\n<\/li>\n<\/ul>\n

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

    \n

    \n
    \n
    \n

    \u63d0\u9ad8\u63a8\u8350\u7cfb\u7edf\u957f\u671f\u6027\u80fd\u7684\u65b0\u65b9\u6cd5<\/strong><\/h3>\n<\/section>\n<\/section>\n<\/section>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Enhancing the long-term performance of recommender system<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00672<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Leyang Xue, Peng Zhang, An Zeng<\/span><\/p>\n

    \n

    \u6458\u8981\uff1a<\/span><\/strong>\u63a8\u8350\u7cfb\u7edf\u662f\u5728\u7ebf\u5546\u4e1a\u7cfb\u7edf\u4e2d\u81f3\u5173\u91cd\u8981\u7684\u5de5\u5177\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u9879\u76ee\u63a8\u8350\u3002\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u5df2\u7ecf\u5236\u5b9a\u4e86\u8bb8\u591a\u63a8\u8350\u7b97\u6cd5\u4ee5\u5728\u5355\u6b65\u63a8\u8350\u4e2d\u8fdb\u4e00\u6b65\u6539\u5584\u63a8\u8350\u6027\u80fd\uff0c\u800c\u5ffd\u7565\u4e86\u957f\u671f\u63a8\u8350\u6027\u80fd\u3002<\/span><\/p>\n

    \n

    \u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u79f0\u4e3a\u8c03\u6574\u63a8\u8350\u5217\u8868\uff08ARL\uff09\u7684\u65b9\u6cd5\uff0c\u4ee5\u63d0\u9ad8\u957f\u671f\u63a8\u8350\u51c6\u786e\u6027\u3002\u4e3a\u4e86\u89c2\u5bdf\u957f\u671f\u7684\u51c6\u786e\u6027\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u7f51\u7edc\u6f14\u5316\u6a21\u578b\uff0c\u4ee5\u6a21\u62df\u63a8\u8350\u7cfb\u7edf\u4e0e\u7528\u6237\u884c\u4e3a\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u7ed3\u679c\u8868\u660e\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u957f\u671f\u63a8\u8350\u7684\u51c6\u786e\u6027\uff0c\u800c\u4e14\u5728\u7ebf\u7cfb\u7edf\u4e2d\u9879\u76ee\u7684\u591a\u6837\u6027\u4fdd\u6301\u5065\u5eb7\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cARL \u7684\u6700\u4f73\u53c2\u6570 n\u5b58\u5728\u4e8e\u957f\u671f\u63a8\u8350\u4e2d\uff0c\u8868\u660e\u5728\u4fdd\u6301\u9879\u76ee\u7684\u591a\u6837\u6027\u548c\u7528\u6237\u7684\u504f\u597d\u4e4b\u95f4\u5b58\u5728\u6743\u8861\u4ee5\u6700\u5927\u5316\u957f\u671f\u63a8\u8350\u51c6\u786e\u6027\u3002\u6700\u540e\uff0c\u6211\u4eec\u8bc1\u5b9e\u4e86\u6700\u4f18\u53c2\u6570n\u5728\u6f14\u5316\u7f51\u7edc\u4e2d\u662f\u7a33\u5b9a\u7684\uff0c\u8fd9\u63ed\u793a\u4e86 ARL \u65b9\u6cd5\u7684\u9c81\u68d2\u6027\u3002<\/span><\/p>\n

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

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

    \n
    \n
    <\/p>\n

    PyTorch-BigGraph\uff1a<\/strong><\/p>\n

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

    \u5927\u89c4\u6a21\u56fe\u5d4c\u5165\u7cfb\u7edf<\/strong><\/h3>\n

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    PyTorch-BigGraph: A Large-scale Graph Embedding System<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12287<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Adam Lerer, Ledell Wu, Jiajun Shen, Timothee Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich<\/span><\/p>\n

    \n

    \u6458\u8981\uff1a<\/span><\/strong>\u56fe\u5d4c\u5165\u65b9\u6cd5\u4ece\u56fe\u4e2d\u4ea7\u751f\u65e0\u76d1\u7763\u7684\u8282\u70b9\u7279\u5f81\uff0c\u7136\u540e\u53ef\u4ee5\u7528\u4e8e\u5404\u79cd\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002\u73b0\u4ee3\u56fe\uff0c\u7279\u522b\u662f\u5728\u5de5\u4e1a\u5e94\u7528\u4e2d\uff0c\u5305\u542b\u6570\u5341\u4ebf\u4e2a\u8282\u70b9\u548c\u6570\u4e07\u4ebf\u4e2a\u8fb9\uff0c\u8fd9\u8d85\u51fa\u4e86\u73b0\u6709\u5d4c\u5165\u7cfb\u7edf\u7684\u80fd\u529b\u3002<\/span><\/p>\n

    \n

    \u6211\u4eec\u63d0\u51fa\u4e86 PyTorch-BigGraph\uff08PBG\uff09\uff0c\u8fd9\u662f\u4e00\u79cd\u5d4c\u5165\u7cfb\u7edf\uff0c\u5b83\u5bf9\u4f20\u7edf\u7684\u591a\u5173\u7cfb\u5d4c\u5165\u7cfb\u7edf\u8fdb\u884c\u4e86\u591a\u6b21\u4fee\u6539\uff0c\u4f7f\u5176\u80fd\u591f\u6269\u5c55\u5230\u5177\u6709\u6570\u5341\u4ebf\u4e2a\u8282\u70b9\u548c\u6570\u4e07\u4ebf\u8fb9\u7684\u56fe\u3002<\/span>PBG \u4f7f\u7528\u56fe\u5206\u533a\u6765\u5728\u5355\u4e2a\u673a\u5668\u6216\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u8bad\u7ec3\u4efb\u610f\u5927\u7684\u5d4c\u5165\u3002\u6211\u4eec\u5728\u901a\u7528\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u793a\u4e86\u4e0e\u73b0\u6709\u5d4c\u5165\u7cfb\u7edf\u76f8\u5f53\u7684\u6027\u80fd\uff0c\u540c\u65f6\u5141\u8bb8\u5728\u591a\u53f0\u673a\u5668\u4e0a\u6269\u5c55\u5230\u4efb\u610f\u5927\u7684\u56fe\u548c\u5e76\u884c\u5316\u3002\u6211\u4eec\u5728\u51e0\u4e2a\u5927\u578b\u793e\u4f1a\u7f51\u7edc\u56fe\u4ee5\u53ca\u5b8c\u6574\u7684 Freebase \u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u548c\u8bc4\u4f30\u5d4c\u5165\uff0c\u5176\u4e2d\u5305\u542b\u8d85\u8fc71\u4ebf\u4e2a\u8282\u70b9\u548c20\u4ebf\u4e2a\u8fb9\u3002<\/span><\/p>\n

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

    <\/span><\/h3>\n

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

    \u5728\u5927\u6570\u636e\u5e73\u53f0\u4e2d\u4f7f\u7528<\/span><\/strong><\/h3>\n

    \u673a\u5668\u5b66\u4e60\u548c\u793e\u4f1a\u7f51\u7edc\u5206<\/span><\/strong><\/h3>\n

    \u6790\u8fdb\u884c\u7535\u4fe1\u5ba2\u6237\u6d41\u5931\u9884\u6d4b<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Customer churn prediction in telecom using machine learning and social network analysis in big data platform<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00690<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Abdelrahim Kasem Ahmad, Assef Jafar, Kadan Aljoumaa<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u5ba2\u6237\u6d41\u5931\u662f\u4e00\u4e2a\u4e3b\u8981\u95ee\u9898\uff0c\u4e5f\u662f\u5927\u516c\u53f8\u6700\u91cd\u8981\u7684\u95ee\u9898\u4e4b\u4e00\u3002\u7531\u4e8e\u76f4\u63a5\u5f71\u54cd\u516c\u53f8\u7684\u6536\u5165\uff0c\u7279\u522b\u662f\u5728\u7535\u4fe1\u9886\u57df\uff0c\u516c\u53f8\u6b63\u5728\u5bfb\u6c42\u5f00\u53d1\u9884\u6d4b\u6f5c\u5728\u5ba2\u6237\u6d41\u5931\u7684\u65b9\u6cd5\u3002\u56e0\u6b64\uff0c\u627e\u5230\u589e\u52a0\u5ba2\u6237\u6d41\u5931\u7684\u56e0\u7d20\u5bf9\u4e8e\u91c7\u53d6\u5fc5\u8981\u63aa\u65bd\u6765\u51cf\u5c11\u8fd9\u79cd\u6d41\u5931\u975e\u5e38\u91cd\u8981\u3002\u6211\u4eec\u5de5\u4f5c\u7684\u4e3b\u8981\u8d21\u732e\u662f\u5f00\u53d1\u6d41\u5931\u9884\u6d4b\u6a21\u578b\uff0c\u5e2e\u52a9\u7535\u4fe1\u8fd0\u8425\u5546\u9884\u6d4b\u6700\u6709\u53ef\u80fd\u906d\u53d7\u5ba2\u6237\u6d41\u5931\u7684\u5ba2\u6237\u3002<\/span><\/p>\n

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

    \u8be5\u5de5\u4f5c\u5f00\u53d1\u7684\u6a21\u578b\u5728\u5927\u6570\u636e\u5e73\u53f0\u4e0a\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5e76\u6784\u5efa\u4e86\u4e00\u79cd\u65b0\u7684\u529f\u80fd\u5de5\u7a0b\u548c\u9009\u62e9\u65b9\u5f0f\u3002\u4e3a\u4e86\u6d4b\u91cf\u6a21\u578b\u7684\u6027\u80fd\uff0c\u91c7\u7528\u66f2\u7ebf\u4e0b\u9762\u79ef\uff08AUC\uff09\u6807\u51c6\u6d4b\u91cf\uff0c\u83b7\u5f97\u7684AUC \u503c\u4e3a93.3\uff05\u3002\u53e6\u4e00\u4e2a\u4e3b\u8981\u8d21\u732e\u662f\u901a\u8fc7\u63d0\u53d6\u793e\u4f1a\u7f51\u7edc\u5206\u6790\uff08SNA\uff09\u529f\u80fd\u5728\u9884\u6d4b\u6a21\u578b\u4e2d\u4f7f\u7528\u5ba2\u6237\u793e\u4f1a\u7f51\u7edc\u3002 SNA \u7684\u4f7f\u7528\u5c06\u6a21\u578b\u7684\u6027\u80fd\u4ece AUC \u6807\u51c6\u768484\uff05\u63d0\u9ad8\u523093.3\uff05\u3002\u901a\u8fc7\u6539\u9020\u7531\u53d9\u5229\u4e9a\u7535\u4fe1\u516c\u53f8\u63d0\u4f9b\u7684\u5927\u578b\u539f\u59cb\u6570\u636e\u521b\u5efa\u7684\u5927\u578b\u6570\u636e\u96c6\uff0c\u901a\u8fc7Spark\u73af\u5883\u51c6\u5907\u548c\u6d4b\u8bd5\u8be5\u6a21\u578b\u3002<\/span><\/p>\n

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

    \u8be5\u6570\u636e\u96c6\u5305\u542b9\u4e2a\u6708\u5185\u6240\u6709\u5ba2\u6237\u7684\u4fe1\u606f\uff0c\u5e76\u7528\u4e8e\u5728\u53d9\u5229\u4e9a\u7535\u53f0\u57f9\u8bad\uff0c\u6d4b\u8bd5\u548c\u8bc4\u4f30\u7cfb\u7edf\u3002\u8be5\u6a21\u578b\u8bd5\u9a8c\u4e86\u56db\u79cd\u7b97\u6cd5\uff1a\u51b3\u7b56\u6811\uff0c\u968f\u673a\u68ee\u6797\uff0c\u68af\u5ea6\u63d0\u5347\u673a\u5668\u6811\u201cGBM\u201d\u548c\u6781\u9650\u68af\u5ea6\u63d0\u5347\u201cXGBOOST\u201d\u3002\u4f46\u662f\uff0c\u901a\u8fc7\u5e94\u7528 XGBOOST \u7b97\u6cd5\u83b7\u5f97\u4e86\u6700\u597d\u7684\u7ed3\u679c\u3002\u8be5\u7b97\u6cd5\u7528\u4e8e\u8be5\u6d41\u5931\u9884\u6d4b\u6a21\u578b\u4e2d\u7684\u5206\u7c7b\u3002<\/span><\/p>\n

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

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

    \n
    \n
    <\/p>\n

    <\/strong>\u5f00\u653e\u5f0f\u6f14\u5316\u4e0e<\/strong><\/p>\n

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

    Web\u670d\u52a1\u65b0\u9896\u6027\u673a\u5236<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Open-ended Evolution and a Mechanism of Novelties in Web Services<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12178<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Takashi Ikegami, Yasuhiro Hashimoto, Mizuki Oka<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>\u7c7b\u4f3c\u4e8e\u81ea\u7136\u754c\u4e2d\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u7f51\u7edc\u670d\u52a1\u5f62\u6210\u4e86\u4e00\u4e2a\u7531\u8bb8\u591a\u6807\u7b7e\u53ca\u5176\u76f8\u5173\u5a92\u4f53\u7ec4\u6210\u7684\u4eba\u5de5\u751f\u6001\u7cfb\u7edf\uff0c\u4f8b\u5982\u4eba\u7c7b\u7528\u6237\u521b\u5efa\u7684\u7167\u7247\uff0c\u7535\u5f71\u548c\u7f51\u9875\u3002\u5173\u4e8e\u751f\u7269\u751f\u6001\u7cfb\u7edf\uff0c\u6211\u4eec\u5c06\u6807\u7b7e\u89c6\u4e3a\u7269\u79cd\uff0c\u5c06\u4eba\u7c7b\u89c6\u4e3a\u9690\u85cf\u7684\u73af\u5883\u8d44\u6e90\u3002\u6211\u4eec\u968f\u540e\u5206\u6790\u4e86\u5173\u4e8e\u65b0\u6807\u7b7e\u7684\u81ea\u7ec4\u7ec7\u7684 Web \u670d\u52a1\uff0c\u7279\u522b\u662f\u793e\u4ea4\u6807\u7b7e\u7cfb\u7edf\u7684\u6f14\u53d8\u3002\u65b0\u6807\u7b7e\u7ec4\u5408\u7684\u6f14\u53d8\u88ab\u5206\u6790\u4e3a\u5f00\u653e\u5f0f\u6f14\u5316\uff08OEE\uff09\u6307\u6570\u3002\u6807\u7b7e\u542b\u4e49\u7531\u5173\u8054\u6807\u7b7e\u7684\u7c7b\u578b\u8ba1\u7b97;\u6682\u65f6\u5b58\u5728\u53d8\u5316\u610f\u4e49\u7684\u6807\u7b7e\u3002\u6211\u4eec\u8ba4\u4e3a\u8fd9\u6837\u7684\u6807\u7b7e\u662f OEE \u7684\u4f8b\u5b50\u3002<\/span><\/p>\n

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

    \n

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

    \n
    \n
    <\/p>\n

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

    \u590d\u6742\u7f51\u7edc\u4e2d\u6df7\u5408\u610f\u89c1\u52a8<\/span><\/strong><\/h3>\n

    \u6001\u7684\u5e73\u5747\u590d\u5236\u8005\u6295\u7968\u6a21\u578b<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Averager-copier-voter models for hybrid opinion dynamics in complex networks<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12329<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Mengran Xue, Sandip Roy<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u4ecb\u7ecd\u4e86\u590d\u6742\u591a\u667a\u80fd\u4f53\u7f51\u7edc\u4e2d\u89c2\u70b9\u52a8\u6001\u7684\u6df7\u5408\u6a21\u578b\uff0c\u5176\u4e2d\u4e00\u4e9b\u8fde\u7eed\u503c\u4ee3\u7406\u5e73\u5747\u90bb\u5c45\u7684\u610f\u89c1\u6765\u66f4\u65b0\u81ea\u5df1\u7684\uff0c\u800c\u5176\u4ed6\u79bb\u6563\u503c\u4ee3\u7406\u4f7f\u7528\u968f\u673a\u590d\u5236\u548c\u6295\u7968\u534f\u8bae\u3002\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u7edf\u8ba1\u548c\u56fe\u8bba\u5206\u6790\uff0c\u5e76\u4e14\u53ea\u8981\u7f51\u7edc\u77e9\u9635\u662f\u904d\u5386\u7684\uff0c\u5c31\u4f1a\u663e\u793a\u51fa\u5171\u8bc6\u3002\u6b64\u5916\uff0c\u5c31\u7f51\u7edc\u56fe\u548c\u4e0d\u540c\u7c7b\u578b\u7684\u4ee3\u7406\u7684\u5206\u5e03\u800c\u8a00\uff0c\u8868\u5f81\u4e86\u5171\u8bc6\u6240\u9700\u7684\u65f6\u95f4\u3002<\/span><\/p>\n

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

    \n
    \n
    <\/p>\n

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

    \u7f51\u7edc\u793e\u4f1a\u7cfb\u7edf\uff1a<\/strong><\/p>\n

    \u5efa\u6a21\u3001\u63a8\u7406\u548c\u4f18\u5316\u8bbe\u8ba1<\/span><\/strong><\/h3>\n<\/section>\n<\/section>\n<\/section>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Cyber-Social Systems: Modeling, Inference, and Optimal Design<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12371<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>\u672c\u6587\u5c06\u7f51\u7edc\u793e\u4f1a\u7cfb\u7edf\u5efa\u6a21\u4e3a\u76d1\u63a7\u793e\u4f1a\u7f51\u7edc\u4e2d\u4e2a\u4eba\u72b6\u6001\u7684\u4ee3\u7406\u4eba\u7684\u7f51\u7edc\u7f51\u7edc\u3002\u6bcf\u4e2a\u4eba\u7684\u72b6\u6001\u7531\u793e\u4ea4\u8282\u70b9\u8868\u793a\uff0c\u4e2a\u4eba\u4e4b\u95f4\u7684\u4ea4\u4e92\u7531\u793e\u4ea4\u94fe\u63a5\u8868\u793a\u3002\u5728\u7f51\u7edc\u7f51\u7edc\u4e2d\uff0c\u6bcf\u4e2a\u8282\u70b9\u4ee3\u8868\u4e00\u4e2a\u4ee3\u7406\uff0c\u94fe\u63a5\u4ee3\u8868\u4ee3\u7406\u4e4b\u95f4\u7684\u4fe1\u606f\u5171\u4eab\u3002\u4ee3\u7406\u4eba\u89c2\u5bdf\u793e\u4f1a\u72b6\u6001\u5e76\u8fdb\u884c\u5206\u5e03\u5f0f\u63a8\u7406\u3002<\/span><\/p>\n

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

    \u5728\u8fd9\u4e2a\u65b9\u5411\u4e0a\uff0c\u8fd9\u9879\u5de5\u4f5c\u7684\u8d21\u732e\u6709\u4e09\u4e2a\uff1a\uff08i\uff09\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u5206\u5e03\u5f0f\u63a8\u7406\u534f\u8bae\uff0c\u5b83\u4e0d\u5bf9\u57fa\u7840\u793e\u4f1a\u7cfb\u7edf\u7684\u7b49\u7ea7\u505a\u51fa\u5047\u8bbe\u3002\u8fd9\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u6587\u732e\u4e2d\u7684\u5927\u591a\u6570\u534f\u8bae\u4ec5\u9002\u7528\u4e8e\u5168\u79e9\u7cfb\u7edf\u3002 \uff08ii\uff09\u5f00\u53d1\u4e86\u4e00\u79cd\u65b0\u7684\u4ee3\u7406\u5206\u7c7b\uff0c\u5176\u4e2d\u663e\u793a\u4e86\u6bcf\u79cd\u7c7b\u578b\u7684\u7f51\u7edc\u8fde\u63a5\u8981\u6c42\u4e0d\u540c\u3002\u8fd9\u5bf9\u4e8e\u627e\u5230\u6700\u5c0f\u6570\u91cf\u7684\u89c2\u6d4b\u548c\u7f51\u7edc\u7f51\u7edc\u7684\u6700\u5c0f\u8fde\u901a\u6027\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u8d21\u732e\u5c24\u4e3a\u91cd\u8981\u3002 \uff08iii\uff09\u89e3\u51b3\u4e86\u5177\u6709\u5206\u5e03\u5f0f\u53ef\u89c2\u5bdf\u6027\u7684\u7f51\u7edc – \u7f51\u7edc\u7ea6\u675f\u7684\u6210\u672c\u4f18\u5316\u8bbe\u8ba1\u3002\u8fd9\u4e2a\u95ee\u9898\u88ab\u7ec6\u5206\u4e3a\u4f20\u611f\u6210\u672c\u4f18\u5316\u548c\u7f51\u7edc\u6210\u672c\u4f18\u5316\uff0c\u5176\u4e2d\u4e24\u8005\u90fd\u58f0\u79f0\u662fNP\u96be\u7684\u3002\u6211\u4eec\u4e3a\u67d0\u4e9b\u7c7b\u578b\u7684\u793e\u4f1a\u7f51\u7edc\u89e3\u51b3\u4e86\u8fd9\u4e24\u4e2a\u95ee\u9898\uff0c\u5e76\u627e\u5230\u4e86\u591a\u9879\u5f0f\u9636\u89e3\u3002<\/span><\/p>\n

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

    \n
    \n
    <\/p>\n

    <\/span><\/h3>\n

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

    \u57fa\u4e8e\u6269\u6563\u7684\u63a8\u8350\u7cfb\u7edf\u53ef\u9884\u6d4b\u6027<\/span><\/strong><\/h3>\n<\/section>\n<\/section>\n<\/section>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Predictability of diffusion-based recommender systems<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12388<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Peng Zhang, Leyang Xue, An Zeng<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>\u57fa\u4e8e\u7f51\u7edc\u6269\u6563\u7684\u63a8\u8350\u65b9\u6cd5\u5df2\u88ab\u8bc1\u660e\u5728\u63a8\u8350\u51c6\u786e\u6027\u548c\u591a\u6837\u6027\u65b9\u9762\u8868\u73b0\u826f\u597d\u3002\u73b0\u5728\uff0c\u5df2\u7ecf\u8fdb\u884c\u4e86\u8bb8\u591a\u6269\u5c55\u4ee5\u8fdb\u4e00\u6b65\u6539\u8fdb\u8fd9\u4e9b\u65b9\u6cd5\u7684\u6027\u80fd\u3002\u4f46\u662f\uff0c\u57fa\u4e8e\u6269\u6563\u7684\u7b97\u6cd5\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u9884\u6d4b\u9879\u76ee\u4ecd\u7136\u7f3a\u4e4f\u7406\u89e3\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4e3b\u8981\u63d0\u51fa\u4e00\u79cd\u91cf\u5316\u57fa\u4e8e\u6269\u6563\u7684\u7b97\u6cd5\u7684\u53ef\u9884\u6d4b\u6027\u7684\u65b9\u6cd5\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5bf9 Movielens \u548c Netflix \u6570\u636e\u96c6\u8fdb\u884c\u4e86\u5b9e\u9a8c\u3002\u7ed3\u679c\u8868\u660e\uff0c\u901a\u8fc7\u4f18\u5316\u5bc6\u5ea6\u7f51\u7edc\u4e0a\u7684\u8d44\u6e90\u5206\u914d\u65b9\u5f0f\uff0c\u4ecd\u7136\u53ef\u4ee5\u5b9e\u73b0\u57fa\u4e8e\u6269\u6563\u7b97\u6cd5\u7684\u66f4\u9ad8\u63a8\u8350\u7cbe\u5ea6\u3002<\/span><\/p>\n

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

    \u5728\u7a00\u758f\u7f51\u7edc\u4e0a\uff0c\u7531\u4e8e\u57fa\u4e8e\u6269\u6563\u7684\u65b9\u6cd5\u7684\u5f53\u524d\u51c6\u786e\u5ea6\u975e\u5e38\u63a5\u8fd1\u5176\u53ef\u9884\u6d4b\u6027\uff0c\u56e0\u6b64\u63d0\u9ad8\u51c6\u786e\u5ea6\u7684\u53ef\u80fd\u6027\u76f8\u5bf9\u8f83\u4f4e\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u53d1\u73b0\u901a\u8fc7\u591a\u6b65\u6269\u6563\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u53ef\u9884\u6d4b\u6027\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u5386\u53f2\u4fe1\u606f\u8f83\u5c11\u7684\u7528\u6237\u3002\u4e0e\u666e\u904d\u770b\u6cd5\u76f8\u53cd\uff0c\u6709\u53ef\u80fd\u7684\u60c5\u51b5\u662f\uff0c\u57fa\u4e8e\u6269\u6563\u7684\u65b9\u6cd5\u7684\u8f83\u9ad8\u53ef\u9884\u6d4b\u6027\u4e0e\u5177\u6709\u66f4\u591a\u5386\u53f2\u8bb0\u5f55\u7684\u7528\u6237\u4e0d\u5bf9\u5e94\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u6269\u6563\u8986\u76d6\u5ea6\u548c\u9879\u76ee\u5e73\u5747\u5ea6\u6765\u89e3\u91ca\u8fd9\u79cd\u73b0\u8c61\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8bc1\u660e\u5728\u5b9e\u9645\u5728\u7ebf\u7cfb\u7edf\u4e2d\u7684\u63a8\u8350\u51c6\u786e\u6027\u88ab\u6587\u732e\u4e2d\u4f7f\u7528\u7684\u968f\u673a\u5206\u533a\u9ad8\u4f30\uff0c\u8fd9\u8868\u660e\u5728\u5b9e\u9645\u5728\u7ebf\u7cfb\u7edf\u4e2d\u7684\u63a8\u8350\u53ef\u80fd\u662f\u4e00\u9879\u66f4\u96be\u7684\u4efb\u52a1\u3002<\/span><\/p>\n

    \n

    \n
    \n
    <\/p>\n

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

    Heider\u5e73\u8861\u548c\u955c\u50cf\u81ea\u6211<\/span><\/p>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    The Heider balance and the looking-glass self<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12464<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Malgorzata J. Krawczyk, Maciej Woloszyn, Piotr Gronek, Krzysztof Kulakowski, Janusz Mucha<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u6211\u4eec\u8003\u8651\u4eba\u9645\u5173\u7cfb\u7684\u52a8\u6001\uff0c\u8fd9\u5bfc\u81f4\u5b8c\u5168\u8fde\u63a5\u7684\u7f51\u7edc\u4e2d\u7684\u5e73\u8861\u72b6\u6001\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u7528\u4e8e\u5177\u6709\u4e0d\u5bf9\u79f0\u5173\u7cfb\u7684\u6709\u5411\u7f51\u7edc\uff0c\u5e76\u4e14\u6839\u636e\u201c\u955c\u50cf\u81ea\u6211\u201d\u7406\u8bba\uff0c\u5b83\u88ab\u63a8\u5e7f\u5230\u5305\u62ec\u6f14\u5458\u7684\u81ea\u6211\u8bc4\u4f30\u3002\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u81ea\u6211\u63a5\u7eb3\u6307\u6570\uff1a\u5982\u679c\u4e00\u4e2a\u884c\u4e3a\u8005\u4e0e\u4ed6\u4eba\u7684\u79ef\u6781\u5173\u7cfb\u5f97\u5230\u56de\u62a5\uff0c\u90a3\u4e48\u4ed6\/\u5979\u81ea\u5df1\u7684\u5173\u7cfb\u5c31\u662f\u79ef\u6781\u7684\u3002\u5728\u52a8\u6001\u4e0b\u83b7\u5f97\u4e86\u4e00\u7ec4\u7a33\u5b9a\u7684\u5173\u7cfb\u914d\u7f6e\uff0c\u5176\u4e2d\u4e00\u4e9b\u53c2\u4e0e\u8005\u7684\u81ea\u6211\u8bc4\u4ef7\u662f\u5426\u5b9a\u7684\u3002\u5728\u6bcf\u4e2a\u96c6\u5408\u4e2d\uff0c\u6240\u6709\u914d\u7f6e\u5177\u6709\u76f8\u540c\u7684\u7ed3\u6784\u3002<\/span><\/p>\n

    \n

    \n
    \n
    <\/p>\n

    \u5229\u7528\u57fa\u4e8eCDR\u7684\u793e\u4f1a\u7f51<\/span><\/p>\n

    \u7edc\u9884\u6d4b\u590d\u6742\u7684\u7528\u6237\u884c\u4e3a<\/span><\/p>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Predicting complex user behavior from CDR based social networks<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.12579<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Casey Doyle, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski, Gyorgy Korniss, Dunja Mladenic<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>\u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\uff08CDR\uff09\u6570\u636e\u96c6\u63d0\u4f9b\u6709\u5173\u4e2a\u4eba\u4ea4\u4e92\u7684\u8db3\u591f\u4fe1\u606f\uff0c\u4ee5\u652f\u6301\u6784\u5efa\u548c\u5206\u6790\u8be6\u7ec6\u7684\u7ecf\u9a8c\u793e\u4f1a\u7f51\u7edc\u3002\u6211\u4eec\u91c7\u7528\u4e00\u4e2a\u8fd9\u6837\u7684\u6570\u636e\u96c6\uff0c\u5e76\u63cf\u8ff0\u4e86\u4f7f\u7528\u5b83\u521b\u5efa\u4e00\u4e2a\u771f\u6b63\u7684\u793e\u4f1a\u7f51\u7edc\u7684\u5404\u79cd\u65b9\u6cd5\uff0c\u5c3d\u7ba1\u9ad8\u5ea6\u5608\u6742\u7684\u6570\u636e\u6e90\u3002\u6211\u4eec\u4f7f\u7528\u751f\u6210\u7684\u7f51\u7edc\u6765\u9884\u6d4b\u6bcf\u4e2a\u4eba\u8fdd\u53cd\u7f51\u7edc\u670d\u52a1\u4ed8\u6b3e\u7684\u53ef\u80fd\u6027\uff0c\u8fd9\u662f\u4e00\u79cd\u6d89\u53ca\u793e\u4f1a\uff0c\u7ecf\u6d4e\u548c\u6cd5\u5f8b\u8003\u8651\u56e0\u7d20\u7684\u590d\u6742\u884c\u4e3a\u3002<\/span><\/p>\n

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

    \u6211\u4eec\u4f7f\u7528\u4ece\u7f51\u7edc\u4e2d\u63d0\u53d6\u7684\u5927\u91cf\u529f\u80fd\u6765\u6784\u5efa\u6a21\u578b\uff0c\u4ee5\u9884\u6d4b\u54ea\u4e9b\u7528\u6237\u5c06\u9ed8\u8ba4\u3002\u901a\u8fc7\u5206\u6790\u7279\u5f81\u7684\u76f8\u5bf9\u8d21\u732e\uff0c\u6211\u4eec\u9009\u62e9\u5c3a\u5bf8\u4ece\u5c0f\u5230\u4e2d\u7684\u6700\u4f73\u6027\u80fd\u5b50\u96c6\u3002\u57fa\u4e8e\u7528\u6237\u7ef4\u62a4\u7684\u7d27\u5bc6\u5173\u7cfb\u6570\u91cf\u7684\u7279\u5f81\u6bd4\u4ece\u7528\u6237\u7684\u5730\u7406\u4f4d\u7f6e\u5f97\u5230\u7684\u7279\u5f81\u6267\u884c\u5f97\u66f4\u597d\u3002\u8bba\u6587\u7684\u8d21\u732e\u5305\u62ec\u7cfb\u7edf\u5f71\u54cd\u5206\u6790\uff0c\u5373\u547c\u53eb\u622a\u65ad\u7684\u6570\u91cf\u5bf9\u4ece CDR \u6d3e\u751f\u7684\u7f51\u7edc\u5c5e\u6027\u7684\u5f71\u54cd\uff0c\u4ee5\u53ca\u901a\u8fc7\u521b\u5efa\u5927\u91cf\u4e0d\u540c\u7279\u5f81\u5e76\u7cfb\u7edf\u5730\u9009\u62e9\u6700\u7ec8\u8868\u73b0\u6700\u4f73\u7684\u7279\u5f81\u6765\u6784\u5efa\u590d\u6742\u884c\u4e3a\u6a21\u578b\u7684\u65b9\u6cd5\u6a21\u578b\u3002<\/span><\/p>\n

    \n

    \n
    \n
    <\/p>\n

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

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

    \u5177\u6709\u4e0d\u4e00\u81f4\u6027\u7684\u540c\u8d28\u5bf9\u79f0<\/span><\/strong><\/h3>\n

    \u9608\u503c\u6a21\u578b\uff1a\u72ec\u7acb\u6027\u4e0e\u53cd\u4e00\u81f4\u6027<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Homogeneous symmetrical threshold model with nonconformity: independence vs. anticonformity<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1903.06680<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Bart\u0142omiej Nowak, Katarzyna Sznajd-Weron<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>\u6211\u4eec\u5728\u5b8c\u6574\u7684\u56fe\u4e0a\u7814\u7a76\u4e86\u5177\u6709\u566a\u58f0\uff08\u5177\u6709\u4e0d\u7b26\u5408\uff0c\u5728\u793e\u4f1a\u5fc3\u7406\u5b66\u672f\u8bed\u4e2d\uff09\u7684\u4fee\u6539\u7684\u74e6\u7279\u9608\u503c\u6a21\u578b\u7684\u4e24\u4e2a\u53d8\u4f53\u3002\u5728\u7b2c\u4e00\u4e2a\u7248\u672c\u4e2d\uff0c\u901a\u8fc7\u6240\u8c13\u7684\u72ec\u7acb\u6027\u5f15\u5165\u566a\u58f0\uff0c\u800c\u5728\u7b2c\u4e8c\u4e2a\u7248\u672c\u4e2d\uff0c\u53cd\u5f62\u6210\u8d77\u5230\u566a\u58f0\u7684\u4f5c\u7528\uff0c\u8fd9\u7834\u574f\u4e86\u987a\u5e8f\u3002\u8fd9\u91cc\u7814\u7a76\u7684\u4fee\u6b63\u74e6\u7279\u9608\u503c\u6a21\u578b\u662f\u540c\u8d28\u7684\u5e76\u4e14\u5177\u6709\u4e0a\u4e0b\u5bf9\u79f0\u6027\uff0c\u8fd9\u4f7f\u5f97\u5b83\u7c7b\u4f3c\u4e8e\u5177\u6709\u5355\u7ffb\u8f6c\u52a8\u6001\u7684\u5176\u4ed6\u4e8c\u5143\u610f\u89c1\u6a21\u578b\uff0c\u4f8b\u5982\u591a\u6570\u6295\u7968\u548c q \u9009\u6c11\u6a21\u578b\u3002<\/span><\/p>\n

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

    \u56e0\u4e3a\u5728\u5177\u6709\u72ec\u7acb\u6027\u7684\u591a\u6570\u6295\u7968\u6a21\u578b\u4e2d\uff0c\u4ec5\u89c2\u5bdf\u5230\u8fde\u7eed\u7684\u76f8\u53d8\uff0c\u800c\u5728\u5177\u6709\u72ec\u7acb\u6027\u7684q-\u9009\u6c11\u6a21\u578b\u4e2d\u4e5f\u53ef\u80fd\u5b58\u5728\u4e0d\u8fde\u7eed\u7684\u76f8\u53d8\uff0c\u6211\u4eec\u8be2\u95ee\u5173\u4e8e\u56e0\u5b50\u7684\u95ee\u9898\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u8ba2\u5355\u53c2\u6570\u7684\u4e0d\u8fde\u7eed\u6027\u3002\u6211\u4eec\u901a\u8fc7\u5e73\u5747\u573a\u65b9\u6cd5\u7814\u7a76\u6a21\u578b\uff0c\u8be5\u65b9\u6cd5\u5728\u5b8c\u6574\u56fe\u7684\u60c5\u51b5\u4e0b\u4ee5\u53ca\u901a\u8fc7\u8499\u7279\u5361\u7f57\u6a21\u62df\u7ed9\u51fa\u7cbe\u786e\u7ed3\u679c\u3002\u6b64\u5916\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u79cd\u542f\u53d1\u5f0f\u63a8\u7406\uff0c\u5b83\u89e3\u91ca\u4e86\u89c2\u5bdf\u5230\u7684\u73b0\u8c61\u3002<\/span><\/p>\n

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

    \u6211\u4eec\u786e\u5b9e\u8868\u660e\uff0c\u5982\u679c\u9608\u503cr = 0.5\uff0c\u8fd9\u5bf9\u5e94\u4e8e\u591a\u6570\u6295\u7968\u6a21\u578b\uff0c\u5219\u79e9\u5e8f – \u65e0\u5e8f\u8f6c\u6362\u662f\u8fde\u7eed\u7684\u3002\u6b64\u5916\uff0c\u5bf9\u4e8e\u4e24\u4e2a\u7248\u672c\u7684\u6a21\u578b\uff08\u4e00\u4e2a\u5177\u6709\u72ec\u7acb\u6027\uff0c\u7b2c\u4e8c\u4e2a\u5177\u6709\u53cd\u5f62\u5f0f\uff09\u83b7\u5f97\u7684\u7ed3\u679c\u7ed9\u51fa\u76f8\u540c\u7684\u7ed3\u679c\uff0c\u4ec5\u91cd\u65b0\u8c03\u6574\u56e0\u5b502.\u7136\u800c\uff0c\u5bf9\u4e8er> 0.5\uff0c\u987a\u5e8f\u53c2\u6570\u7684\u8df3\u8dc3\u548c\u6ede\u540e\u662f\u89c2\u5bdf\u5177\u6709\u72ec\u7acb\u6027\u7684\u6a21\u578b\uff0c\u5e76\u4e14\u6a21\u578b\u7684\u4e24\u4e2a\u7248\u672c\u7ed9\u51fa\u4e86\u8d28\u91cf\u4e0a\u4e0d\u540c\u7684\u7ed3\u679c\u3002<\/span><\/p>\n

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

    \n
    \n
    <\/p>\n

    <\/span><\/h3>\n

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

    \u63a8\u7279\u8bae\u5458\uff1a\u82f1\u56fd\u516c\u6c11<\/span><\/strong><\/h3>\n

    \u4e0e\u8bae\u5458\u4e4b\u95f4\u7684\u6570\u5b57\u4e92\u52a8<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Tweeting MPs: Digital Engagement between Citizens and Members of Parliament in the UK<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00004<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Pushkal Agarwal, Nishanth Sastry, Edward Wood<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>\u5bf9\u8bae\u4f1a\u8fdb\u7a0b\u7684\u8131\u79bb\u548c\u795b\u9b45\u662f\u5f53\u4eca\u897f\u65b9\u6c11\u4e3b\u56fd\u5bb6\u7684\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u82f1\u56fd\u8bae\u5458\uff08\u8bae\u5458\uff09\u5bfb\u6c42\u65b0\u7684\u65b9\u5f0f\u4e0e\u516c\u6c11\u63a5\u89e6\uff0c\u5305\u62ec\u5728 Twitter \u7b49\u6570\u5b57\u5e73\u53f0\u4e0a\u3002\u8fd1\u5e74\u6765\uff0c\u51e0\u4e4e\u6240\u6709\uff08650\u540d\u4e2d\u7684579\u540d\uff09\u56fd\u4f1a\u8bae\u5458\u90fd\u521b\u5efa\u4e86 Twitter \u8d26\u6237\uff0c\u5e76\u4e14\u79ef\u7d2f\u4e86\u5927\u91cf\u7684\u4eba\u53e3\uff0c\u4e0e\u8be5\u56fd\u76f8\u5f53\u5927\u4e00\u90e8\u5206\u4eba\u53e3\u76f8\u5f53\u3002<\/span><\/p>\n

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

    \u672c\u6587\u8bd5\u56fe\u901a\u8fc7\u7814\u7a76\u56fd\u4f1a\u8bae\u5458\u4e0e\u516c\u6c11\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u6570\u91cf\u548c\u6027\u8d28\u6765\u9610\u660e\u8fd9\u4e00\u73b0\u8c61\u3002\u6211\u4eec\u53d1\u73b0\u5c3d\u7ba1 MP \u4e0a\u5b58\u5728\u4fe1\u606f\u8fc7\u8f7d\uff0c\u4f46\u662f\u5728\u4e2a\u522b\u8bae\u5458\u7684\u6ce8\u610f\u529b\u96c6\u4e2d\u5728\u5c0f\u65f6\u95f4\u7a97\u53e3\uff0c\u5f53\u65f6\u53ef\u80fd\u4f1a\u53d1\u751f\u4e0e\u4ed6\u4eec\u6709\u5173\u7684\u8bdd\u9898\u3002\u56fd\u4f1a\u8bae\u5458\u7b56\u7565\u6027\u5730\u7ba1\u7406\u4ed6\u4eec\u7684\u4e92\u52a8\uff0c\u6709\u9009\u62e9\u5730\u56de\u5e94\u82f1\u56fd\u516c\u6c11\uff0c\u4ece\u800c\u62c5\u4efb\u5f53\u9009\u4ee3\u8868\uff0c\u5e76\u4f7f\u7528\u8f6c\u63a8\u6765\u4f20\u64ad\u4ed6\u4eec\u515a\u7684\u4fe1\u606f\u3002\u6700\u6709\u5e0c\u671b\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0 Twitter \u5728\u4e00\u65b9\u7684\u8bae\u5458\u548c\u652f\u6301\uff08\u8ddf\u968f\uff09\u5176\u4ed6\u653f\u515a\u8bae\u5458\u7684\u516c\u6c11\u4e4b\u95f4\u5f00\u8f9f\u4e86\u5927\u91cf\u8de8\u515a\u6d3e\u4e92\u52a8\u7684\u65b0\u9014\u5f84\u3002<\/span><\/p>\n

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

    \n
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    <\/span><\/h3>\n

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

    \u591a\u8def\u7f51\u7edc\u7684\u6269\u6563\u884c\u4e3a<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Diffusive behavior of multiplex networks<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00265<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Giulia Cencetti, Federico Battiston<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u6269\u6563\u63cf\u8ff0\u4e86\u4ece\u9ad8\u6d53\u5ea6\u533a\u57df\u5230\u4f4e\u6d53\u5ea6\u533a\u57df\u7684\u5fae\u89c2\u5b9e\u4f53\u7684\u8fd0\u52a8\u3002\u5728\u591a\u8def\u590d\u7528\u7f51\u7edc\u4e2d\uff0c\u6d41\u53ef\u4ee5\u5728\u5c42\u5185\u548c\u8de8\u5c42\u53d1\u751f\uff0c\u5e76\u4e14\u8d85\u6269\u6563\u662f\u7531\u4e8e\u8fd9\u4e24\u79cd\u673a\u5236\u7684\u76f8\u4e92\u4f5c\u7528\u800c\u51fa\u73b0\u591a\u8def\u590d\u7528\u4ee5\u8fbe\u5230\u5e73\u8861\u7684\u65f6\u95f4\u5c3a\u5ea6\u5c0f\u4e8e\u5b64\u7acb\u7684\u5355\u4e2a\u7f51\u7edc\u7684\u65f6\u95f4\u5c3a\u5ea6\u7684\u5236\u5ea6\u3002 \u3002\u5728\u5f3a\u548c\u5f31\u5c42\u95f4\u8026\u5408\u7684\u9650\u5236\u4e2d\uff0c\u591a\u91cd\u6269\u6563\u4e0e\u4e0e\u7cfb\u7edf\u76f8\u5173\u7684\u8d85\u62c9\u666e\u62c9\u65af\u7b97\u5b50\u7684\u8c31\u76f8\u5173\u8054\u3002\u7136\u800c\uff0c\u4ecd\u7136\u7f3a\u4e4f\u8fd9\u79cd\u884c\u4e3a\u51fa\u73b0\u7684\u4e00\u822c\u7406\u8bba\u3002<\/span><\/p>\n

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

    \u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u9610\u660e\u4e86\u591a\u91cd\u7ed3\u6784\u7684\u7ed3\u6784\u548c\u52a8\u529b\u5b66\u7279\u5f81\u5982\u4f55\u5f71\u54cd\u62c9\u666e\u62c9\u65af\u8c31\u7279\u6027\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53d1\u73b0\u8d85\u6269\u6563\u6700\u65e9\u51fa\u73b0\u5728\u5177\u6709\u8f83\u5dee\u6269\u6563\u5c42\u7684\u7cfb\u7edf\u4e2d\uff0c\u5e76\u4e14\u5176\u8d77\u59cb\u4e0e\u91cd\u53e0\u7684\u5b58\u5728\u65e0\u5173\uff0c\u8fd9\u4ec5\u5f71\u54cd\u8be5\u73b0\u8c61\u7684\u6700\u5927\u76f8\u5bf9\u5f3a\u5ea6\u3002\u6b64\u5916\uff0c\u4f18\u9009\u5747\u5300\u5206\u914d\u8d44\u6e90\u4ee5\u589e\u5f3a\u5c42\u5185\u7684\u6269\u6563\uff0c\u56e0\u4e3a\u9ad8\u5ea6\u7684\u5c42\u5185\u5f02\u8d28\u6d41\u53ef\u80fd\u59a8\u788d\u8d85\u6269\u6563\u3002<\/span><\/p>\n

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

    \u6700\u540e\uff0c\u5728\u7531\u591a\u5c42\u5f62\u6210\u7684\u591a\u8def\u590d\u7528\u7f51\u7edc\u4e2d\uff0c\u901a\u8fc7\u52a0\u5f3a\u4e0d\u540c\u5c42\u4e4b\u95f4\u7684\u5c42\u95f4\u6d41\u52a8\u6700\u597d\u5730\u4fc3\u8fdb\u6269\u6563\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u53ef\u4ee5\u8f6c\u53d8\u4e3a\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u4ea4\u901a\u7cfb\u7edf\u4e2d\u8bbe\u8ba1\u76f8\u4e92\u5173\u8054\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u6f84\u6e05\u80fd\u591f\u63a8\u52a8\u7cfb\u7edf\u5411\u8d85\u6269\u6563\u72b6\u6001\u53d1\u5c55\u7684\u51b3\u5b9a\u56e0\u7d20\u3002<\/span><\/p>\n

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

    \n
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    <\/p>\n

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

    \u516c\u5e73\u6838\u5fc3-\u8fb9\u7f18\u56fe\u7684\u8c31\u5bc6\u5ea6<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Spectral density of equitable core-periphery graphs<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00460<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Paolo Barucca<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u6838\u5fc3 – \u8fb9\u7ed3\u6784\u662f\u5404\u79cd\u590d\u6742\u7cfb\u7edf\u7684\u65b0\u5174\u5c5e\u6027\uff0c\u8868\u660e\u7cfb\u7edf\u4e2d\u5b58\u5728\u4e00\u7ec4\u53c2\u4e0e\u8005\uff0c\u5b83\u4eec\u4e4b\u95f4\u7684\u8fde\u63a5\u6570\u8f83\u591a\uff0c\u800c\u4e14\u8fde\u63a5\u5916\u56f4\u7a00\u758f\u7684\u8fde\u63a5\u6570\u8f83\u5c11\u3002\u5728\u7ed9\u5b9a\u56fe\u7ed3\u6784\u4e0a\u76f8\u4e92\u4f5c\u7528\u7684\u590d\u6742\u7cfb\u7edf\u7684\u52a8\u529b\u5b66\u4e0e\u56fe\u672c\u8eab\u7684\u8c31\u7279\u6027\u4e25\u683c\u76f8\u5173\uff0c\u7136\u800c\u901a\u5e38\u6781\u96be\u83b7\u5f97\u9002\u7528\u4e8e\u4efb\u610f\u5927\u578b\u7cfb\u7edf\u7684\u5206\u6790\u7ed3\u679c\u3002\u6700\u8fd1\uff0c\u5df2\u7ecf\u5f15\u5165\u4e86\u5177\u6709\u89c4\u5219\u5757\u7ed3\u6784\u7684\u968f\u673a\u56fe\u7684\u7edf\u8ba1\u96c6\u5408\uff0c\u5373\u516c\u5e73\u56fe\u7684\u96c6\u5408\uff0c\u5e76\u4e14\u5df2\u7ecf\u5728\u56fe\u5206\u533a\u548c\u793e\u533a\u68c0\u6d4b\u7684\u8ba1\u7b97\u786c\u73af\u5883\u4e2d\u5bfc\u51fa\u4e86\u5206\u6790\u7ed3\u679c\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u516c\u5e73\u6838\u5fc3-\u8fb9\u7f18\u56fe\u96c6\u5408\u7684\u4e00\u822c\u5206\u6790\u7ed3\u679c\uff0c\u4ea7\u751f\u4e86\u5177\u6709\u6838\u5fc3-\u8fb9\u7f18\u7ed3\u6784\u7684\u7f51\u7edc\u8c31\u5bc6\u5ea6\u7684\u65b0\u663e\u5f0f\u516c\u5f0f\u3002<\/span><\/p>\n

    \n
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    <\/p>\n

    \u793e\u4ea4\u5a92\u4f53\u4e2d\u4eba\u7c7b\u4ef7\u503c<\/span><\/p>\n

    \u89c2\u548c\u5bf9\u75ab\u82d7\u63a5\u79cd\u7684\u6001\u5ea6<\/span><\/p>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Human Values and Attitudes towards Vaccination in Social Media<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00691<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Kyriaki Kalimeri, Mariano Beiro, Alessandra Urbinati, Andrea Bonanomi, Alessandro Rosino, Ciro Cattuto<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u5fc3\u7406\uff0c\u653f\u6cbb\uff0c\u6587\u5316\u751a\u81f3\u793e\u4f1a\u56e0\u7d20\u90fd\u4e0e\u75ab\u82d7\u63a5\u79cd\u7684\u63a8\u7406\u548c\u51b3\u7b56\u8fc7\u7a0b\u7ea0\u7f20\u5728\u4e00\u8d77\uff0c\u4f7f\u75ab\u82d7\u72b9\u8c6b\u4e0d\u51b3\u6210\u4e3a\u4e00\u4e2a\u590d\u6742\u7684\u95ee\u9898\u3002\u5728\u8fd9\u91cc\uff0c\u901a\u8fc7 Facebook \u6258\u7ba1\u7684\u5e94\u7528\u7a0b\u5e8f\u7ba1\u7406\u4e00\u7cfb\u5217\u8c03\u67e5\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u201c\u559c\u6b22\u201d\u652f\u6301\u6216\u75ab\u82d7\u5f39\u6027 Facebook \u9875\u9762\u7684\u4eba\u7684\u4e16\u754c\u89c2\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u8bc4\u4f30\u653f\u6cbb\u89c2\u70b9\uff0c\u9053\u5fb7\u4ef7\u503c\u89c2\uff0c\u4eba\u683c\u7279\u8d28\u548c\u4e00\u822c\u5229\u76ca\u7684\u5dee\u5f02\uff0c\u53d1\u73b0\u90a3\u4e9b\u5bf9\u75ab\u82d7\u63a5\u79cd\u6301\u6000\u7591\u6001\u5ea6\u7684\u4eba\u4f3c\u4e4e\u66f4\u5c11\u4fe1\u4efb\u653f\u5e9c\uff0c\u4e0d\u90a3\u4e48\u4ee4\u4eba\u6109\u5feb\uff0c\u800c\u4ed6\u4eec\u66f4\u591a\u5730\u5f3a\u8c03\u53cd\u72ec\u88c1\u7684\u4ef7\u503c\u89c2\u3002<\/span><\/p>\n

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

    \u63a2\u7d22 Facebook \u9875\u9762\u7684\u8bed\u8a00\u63cf\u8ff0\u4e2d\u6240\u8868\u8fbe\u7684\u9053\u5fb7\u53d9\u4e8b\u7684\u5dee\u5f02\uff0c\u6211\u4eec\u770b\u5230\u634d\u536b\u75ab\u82d7\u7684\u9875\u9762\u4f18\u5148\u8003\u8651\u5bb6\u5ead\u7684\u4ef7\u503c\uff0c\u800c\u75ab\u82d7\u72b9\u8c6b\u9875\u9762\u5219\u5173\u6ce8\u81ea\u7531\u7684\u4ef7\u503c\u3002\u6700\u540e\uff0c\u57fa\u4e8e Facebook \u9875\u9762\u4e0a\u4e0e\u5065\u5eb7\u76f8\u5173\u7684\u559c\u6b22\u521b\u5efa\u5d4c\u5165\uff0c\u6211\u4eec\u63a2\u7d22\u4e86\u75ab\u82d7\u72b9\u8c6b\u4e0d\u51b3\u7684\u4eba\u7684\u5171\u540c\u5229\u76ca\uff0c\u8868\u73b0\u51fa\u5bf9\u81ea\u7136\u6cbb\u7597\u7684\u5f3a\u70c8\u504f\u597d\u3002\u8fd9\u79cd\u63a2\u7d22\u6027\u5206\u6790\u65e8\u5728\u63a2\u7d22\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u4f5c\u4e3a\u4f20\u611f\u5de5\u5177\u7684\u6f5c\u529b\uff0c\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u653f\u7b56\u5236\u5b9a\u8005\u63d0\u4f9b\u4ece\u6570\u5b57\u8f68\u8ff9\u4e2d\u83b7\u5f97\u7684\u89c1\u89e3\uff0c\u8fd9\u6709\u52a9\u4e8e\u8bbe\u8ba1\u5efa\u7acb\u4fe1\u5fc3\u7684\u6c9f\u901a\u6d3b\u52a8\uff0c\u57fa\u4e8e\u540c\u6837\u5177\u6709\u5438\u5f15\u529b\u7684\u4ef7\u503c\u89c2\u3002\u4eba\u7684\u793e\u4f1a\u9053\u5fb7\u6807\u51c6\u3002<\/span><\/p>\n

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

    \n
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    <\/p>\n

    <\/span><\/h3>\n

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

    NewsCompare\uff1a\u4e00\u79cd\u7528\u4e8e\u68c0<\/span><\/strong><\/h3>\n

    \u6d4b\u56fd\u5bb6\u65b0\u95fb\u5f71\u54cd\u7684\u65b0\u9896\u5e94\u7528\u7a0b\u5e8f<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    NewsCompare \u2014 a novel application for detecting news influence in a country<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00712<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Cristian Pop, Alexandru Popa<\/span><\/p>\n

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

    \u6458\u8981\uff1a<\/span><\/strong> \u8fd1\u5e74\u6765\uff0c\u201c\u65b0\u95fb\u62a5\u9053\u201d\u7684\u6982\u5ff5\u5728\u65b0\u95fb\u62a5\u9053\u4e2d\u88ab\u5f15\u7528\u548c\u629b\u51fa\uff0c\u5b83\u5df2\u6210\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u65b0\u95fb\u4e3b\u9898\u3002\u5b83\u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u4ee4\u4eba\u6bdb\u9aa8\u609a\u7136\u7684\u95ee\u9898 – \u5982\u679c\u6211\u4eec\u7684\u4e16\u754c\u89c2\u4ece\u6839\u672c\u4e0a\u8bf4\u662f\u9519\u8bef\u7684\uff0c\u6211\u4eec\u8be5\u600e\u4e48\u529e\uff1f\u5373\u4f7f\u5185\u90e8\u4e00\u81f4\uff0c\u5982\u679c\u5b83\u4e0e\u73b0\u5b9e\u4e16\u754c\u4e0d\u7b26\uff0c\u8be5\u600e\u4e48\u529e\uff1f\u6211\u4eec\u7684\u4fe1\u4ef0\u662f\u5426\u5408\u7406\uff0c\u6216\u8005\u6211\u4eec\u662f\u5426\u53ef\u80fd\u56e0\u4e3a\u751f\u6d3b\u5728\u201c\u6ce1\u6cab\u201d\u4e2d\u800c\u88ab\u704c\u8f93\uff1f\u5982\u679c\u540e\u8005\u662f\u771f\u7684\uff0c\u6211\u4eec\u600e\u4e48\u80fd\u5728\u5176\u8303\u56f4\u5185\u6d4b\u8bd5\u6240\u8ff0\u6ce1\u6cab\u7684\u6781\u9650\uff1f\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u65b9\u6cd5\u6765\u589e\u5f3a\u8bc6\u522b\u5047\u65b0\u95fb\u7684\u8fc7\u7a0b\uff0c\u901a\u8fc7\u52a0\u901f\u548c\u81ea\u52a8\u5316\u6240\u6d89\u53ca\u7684\u66f4\u7e41\u7410\u548c\u8017\u65f6\u7684\u4efb\u52a1\u3002<\/span><\/p>\n

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

    \u6211\u4eec\u7684\u5e94\u7528\u7a0b\u5e8f\uff0cNewsCompare \u5c06\u4efb\u4f55\u76ee\u6807\u7f51\u7ad9\u5217\u8868\u4f5c\u4e3a\u8f93\u5165\uff08\u5728\u6211\u4eec\u7684\u7528\u4f8b\u4e2d\u4e0e\u65b0\u95fb\u76f8\u5173\uff0c\u4f46\u4e0d\u9650\u5236\uff09\uff0c\u5e76\u884c\u8bbf\u95ee\u5b83\u4eec\u5e76\u68c0\u7d22\u5176\u4e2d\u7684\u4efb\u4f55\u6587\u672c\u5185\u5bb9\u3002\u968f\u540e\u5c06\u7f51\u9875\u76f8\u4e92\u6bd4\u8f83\uff0c\u5e76\u521d\u6b65\u6307\u51fa\u76f8\u4f3c\u4e4b\u5904\u3002\u53ef\u4ee5\u624b\u52a8\u9a8c\u8bc1\u8fd9\u4e9b\u7ed3\u679c\uff0c\u4ee5\u786e\u5b9a\u54ea\u4e9b\u7f51\u7ad9\u503e\u5411\u4e8e\u4ece\u5f7c\u6b64\u4e2d\u83b7\u53d6\u7075\u611f\u3002\u53ef\u4ee5\u5206\u522b\u67e5\u8be2\u548c\u5206\u6790\u5728\u6bcf\u4e2a\u4e2d\u95f4\u6b65\u9aa4\u4e0a\u6536\u96c6\u7684\u6570\u636e\uff0c\u6700\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u5df2\u7ecf\u4f7f\u7528\u6765\u81ea\u6211\u4eec\u9047\u5230\u7684\u5404\u79cd\u7f51\u7ad9\u7684\u8d85\u94fe\u63a5\u96c6\u6765\u7ed8\u5236\u8be5\u7f51\u7edc\u7279\u5b9a\u5207\u7247\u7684\u201c\u5730\u56fe\u201d\u3002\u7136\u540e\u53ef\u4ee5\u4ea4\u53c9\u5f15\u7528\u8be5\u5730\u56fe\uff0c\u5e76\u8fdb\u4e00\u6b65\u52a0\u5f3a\u8fd9\u6837\u7684\u7ed3\u8bba\uff1a\u7279\u5b9a\u7684\u5177\u6709\u76f8\u4e92\u8054\u7cfb\u7684\u94fe\u63a5\u548c\u53d1\u5e03\u7c7b\u4f3c\u5185\u5bb9\u7684\u7f51\u7ad9\u53ef\u80fd\u5177\u6709\u76f8\u540c\u7684\u5fe0\u8bda\u5ea6\u3002\u6211\u4eec\u5728\u7f57\u9a6c\u5c3c\u4e9a\u65b0\u95fb\u7f51\u7ad9\u4e0a\u8fd0\u884c\u6211\u4eec\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u6211\u4eec\u7ed8\u5236\u4e86\u51e0\u4e2a\u6709\u8da3\u7684\u89c2\u5bdf\u3002<\/span><\/p>\n

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

    \u4e00\u8bcd\u591a\u4e49\u3001\u7b80\u6d01<\/strong><\/p>\n

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

    \u6027\u4e0e\u8bed\u8a00\u7684\u9891\u7387<\/span><\/strong><\/h3>\n

    <\/p>\n

    <\/span><\/h3>\n

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

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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n

    Polysemy and brevity versus frequency in language<\/span><\/p>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/p>\n

    http:\/\/arxiv.org\/abs\/1904.00812<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n

    Bernardino Casas, Antoni Hern\u00e1ndez-Fern\u00e1ndez, Neus Catal\u00e0, Ramon Ferrer-i-Cancho, Jaume Baixeries<\/span><\/p>\n

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

    \u6458\u8981\uff1a <\/span><\/strong>G. K. Zipf \u5173\u4e8e\u8bcd\u9891\u4e0e\u5176\u4ed6\u8bcd\u8bed\u7279\u5f81\u4e4b\u95f4\u5173\u7cfb\u7684\u5f00\u521b\u6027\u7814\u7a76\u5bfc\u81f4\u4e86\u5404\u79cd\u8bed\u8a00\u89c4\u5f8b\u7684\u5f62\u6210\u3002\u6700\u53d7\u6b22\u8fce\u7684\u662f Zipf \u5173\u4e8e\u8bcd\u9891\u7684\u5b9a\u5f8b\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5173\u6ce8\u4e24\u4e2a\u8f83\u4e0d\u96c6\u4e2d\u7814\u7a76\u7684\u5b9a\u5f8b\uff1a\u610f\u4e49 – \u9891\u7387\u5b9a\u5f8b\uff0c\u5373\u66f4\u9891\u7e41\u7684\u8bcd\u66f4\u591a\u4e49\u7684\u503e\u5411\uff0c\u4ee5\u53ca\u7f29\u5199\u5b9a\u5f8b\uff0c\u5373\u66f4\u9891\u7e41\u7684\u8bcd\u66f4\u77ed\u7684\u503e\u5411\u3002<\/span><\/p>\n

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

    \u5728\u4e4b\u524d\u7684\u4e00\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u6d4b\u8bd5\u4e86\u8fd9\u4e9b Zipfian \u6cd5\u5f8b\u5bf9\u82f1\u8bed\u7684\u7a33\u5065\u6027\uff0c\u5927\u81f4\u6d4b\u91cf\u4e86\u5b57\u7b26\u6570\u91cf\u7684\u5355\u8bcd\u957f\u5ea6\uff0c\u5e76\u533a\u5206\u4e86\u6210\u4eba\u548c\u513f\u7ae5\u8bed\u97f3\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u6211\u4eec\u7684\u7814\u7a76\u6269\u5c55\u5230\u5176\u4ed6\u8bed\u8a00\uff08\u8377\u5170\u8bed\u548c\u897f\u73ed\u7259\u8bed\uff09\uff0c\u5e76\u5f15\u5165\u53e6\u5916\u4e24\u4e2a\u957f\u5ea6\u6d4b\u91cf\uff1a\u97f3\u8282\u957f\u5ea6\u548c\u97f3\u7d20\u957f\u5ea6\u3002\u6211\u4eec\u7684\u76f8\u5173\u5206\u6790\u8868\u660e\uff0c\u5728\u6240\u6709\u5206\u6790\u7684\u8bed\u8a00\u4e2d\uff0c\u610f\u4e49\u9891\u7387\u5b9a\u5f8b\u548c\u7f29\u5199\u5b9a\u5f8b\u90fd\u662f\u5168\u5c40\u7684\u3002<\/span><\/p>\n

    \n

    \u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/span><\/p>\n

    \u7f16\u8f91\uff1a\u5b5f\u5a55<\/span><\/p>\n<\/blockquote>\n

    \n

    \u58f0\u660e\uff1aArxiv\u6587\u7ae0\u6458\u8981\u7248\u6743\u5f52\u8bba\u6587\u539f\u4f5c\u8005\u6240\u6709\uff0c\u7531\u672c\u4eba\u8fdb\u884c\u7ffb\u8bd1\u6574\u7406\uff0c\u672a\u7ecf\u540c\u610f\u8bf7\u52ff\u968f\u610f\u8f6c\u8f7d\u3002\u672c\u7cfb\u5217\u5728\u5fae\u4fe1\u516c\u4f17\u53f7\u201c\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012\u201d\uff08\u5fae\u4fe1\u53f7netsci\uff09\u548c\u4e2a\u4eba\u535a\u5ba2 https:\/\/www.complexly.me \uff08\u63d0\u4f9bRSS\u8ba2\u9605\uff09\u8fdb\u884c\u540c\u6b65\u66f4\u65b0\u3002<\/p>\n<\/blockquote>\n

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    \u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/span><\/p>\n

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

    \u89e3\u5f00\u72d7\u884c\u4e3a\u4e2d\u7684\u8bed\u8a00\u6a21\u5f0f\u7b499\u7bc7<\/strong><\/a><\/p>\n

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    \u7528\u4e8e\u7ef4\u57fa\u767e\u79d1\u7814\u7a76\u7684\u56fe\u7ed3\u6784\u6570\u636e\u96c6 \u7b4910\u7bc7<\/strong><\/a><\/p>\n

    \u65b0\u578b\u5f02\u6784\u56fe\u6ce8\u610f\u7f51\u7edc \u7b4924\u7bc7<\/strong><\/a><\/p>\n

    \u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/strong><\/strong><\/p>\n

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    \"\u96c6\u667a\"<\/div>\n

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    \u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

    \u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n

    \n

    \u25c6<\/span>\u25c6<\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

    \u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<\/p>\n

    \u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

    \n
    \"\u96c6\u667a\"<\/div>\n<\/section>\n

    \u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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    \u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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