{"id":165,"date":"2023-07-24T15:23:49","date_gmt":"2023-07-24T07:23:49","guid":{"rendered":"http:\/\/www.ndnlab.com\/?p=165"},"modified":"2023-07-24T15:23:49","modified_gmt":"2023-07-24T07:23:49","slug":"%e8%ae%ba%e6%96%87%e5%88%86%e4%ba%ab-tag-recommendation-by-text-classification-with-attention-based-capsule-network","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=165","title":{"rendered":"\u8bba\u6587\u5206\u4eab\u2014\u2014Tag recommendation by text classification with attention-based capsule network"},"content":{"rendered":"\n<p>\u51fa\u5904\uff1aIEEE Communication Magazine\uff08SCI Q1\uff0cIF:10.356\uff0cISSN 0163-6804\uff0c4\/260\uff092019.06<\/p>\n\n\n\n<p>\u4f5c\u8005\uff1aKai Lei, Qiuai Fu, Min Yang, Yuzhi Liang<\/p>\n\n\n\n<p>\u6458\u8981\uff1a\u968f\u7740\u6570\u5b57\u8d44\u6e90\u7684\u589e\u957f\uff0c\u6807\u7b7e\u63a8\u8350\u8d8a\u6765\u8d8a\u53d7\u5230\u4eba\u4eec\u7684\u5173\u6ce8\u3002 \u6807\u7b7e\u63a8\u8350\u7cfb\u7edf\u7684\u76ee\u6807\u662f\u4e3a\u4e00\u6bb5\u6587\u672c\u63d0\u4f9b\u4e00\u7ec4\u6807\u7b7e\uff0c\u4ee5\u7b80\u5316\u7528\u6237\u624b\u52a8\u5b8c\u6210\u7684\u6807\u8bb0\u8fc7\u7a0b\u3002 \u8fd9\u4e9b\u6807\u7b7e\u5df2\u88ab\u8bc1\u660e\u53ef\u4ee5\u589e\u5f3a\u641c\u7d22\u5f15\u64ce\u5bfc\u822a\u3001\u7ec4\u7ec7\u548c\u641c\u7d22\u5185\u5bb9\u7684\u80fd\u529b\u3002 \u4f46\u662f\uff0c\u624b\u52a8\u6807\u8bb0\u6587\u672c\u65e2\u8d39\u65f6\u53c8\u8d39\u529b\u3002 \u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u4e00\u79cd\u57fa\u4e8e\u6587\u672c\u5206\u7c7b\u7684\u6807\u7b7e\u63a8\u8350\u3002 \u6211\u4eec\u4e3a\u6807\u7b7e\u63a8\u8350\u4efb\u52a1\u63a2\u7d22\u4e86\u5177\u6709\u52a8\u6001\u8def\u7531\u7684\u80f6\u56ca\u7f51\u7edc\u3002 \u80f6\u56ca\u7f51\u7edc\u5bf9\u90e8\u5206\u548c\u6574\u4f53\u4e4b\u95f4\u7684\u5185\u5728\u7a7a\u95f4\u5173\u7cfb\u8fdb\u884c\u7f16\u7801\uff0c\u6784\u6210\u89c2\u70b9\u4e0d\u53d8\u7684\u77e5\u8bc6\uff0c\u81ea\u52a8\u63a8\u5e7f\u5230\u65b0\u7684\u89c2\u70b9\u3002 \u6b64\u5916\uff0c\u5728\u80f6\u56ca\u7f51\u7edc\u4e2d\u52a0\u5165\u4e86\u4e00\u79cd\u6ce8\u610f\u673a\u5236\uff0c\u4ee5\u4ece\u8f93\u5165\u6587\u6863\u4e2d\u63d0\u53d6\u91cd\u8981\u4fe1\u606f\u3002 \u6211\u4eec\u5bf9\u5927\u578b\u51fa\u7248\u7269\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\uff0c\u4ee5\u8bc4\u4f30\u6211\u4eec\u6a21\u578b\u7684\u6709\u6548\u6027\u3002 \u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5927\u5927\u4f18\u4e8e\u6bd4\u8f83\u7684\u57fa\u7ebf\u65b9\u6cd5\uff0c\u5e76\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u4e0b\u8f7d\u94fe\u63a5\uff1a<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0925231220301491\">https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0925231220301491<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u51fa\u5904\uff1aIEEE Communication Magazine\uff08SCI Q1\uff0cIF:10.356\uff0cISSN 0163-6804\uff0c4\/260\uff092019.06 \u4f5c\u8005\uff1aKai Lei, Qiuai Fu, Min Yang, Yuzhi Liang \u6458\u8981\uff1a\u968f\u7740\u6570\u5b57\u8d44\u6e90\u7684\u589e\u957f\uff0c\u6807\u7b7e\u63a8\u8350\u8d8a\u6765\u8d8a\u53d7\u5230\u4eba\u4eec\u7684\u5173\u6ce8\u3002 \u6807\u7b7e\u63a8\u8350\u7cfb\u7edf\u7684\u76ee\u6807\u662f\u4e3a\u4e00\u6bb5\u6587\u672c\u63d0\u4f9b\u4e00\u7ec4\u6807\u7b7e\uff0c\u4ee5\u7b80\u5316\u7528\u6237\u624b\u52a8\u5b8c\u6210\u7684\u6807\u8bb0\u8fc7\u7a0b\u3002 \u8fd9\u4e9b\u6807\u7b7e\u5df2\u88ab\u8bc1\u660e\u53ef\u4ee5\u589e\u5f3a\u641c\u7d22\u5f15\u64ce\u5bfc\u822a\u3001\u7ec4\u7ec7\u548c\u641c\u7d22\u5185\u5bb9\u7684\u80fd\u529b\u3002 \u4f46\u662f\uff0c\u624b\u52a8\u6807\u8bb0\u6587\u672c\u65e2\u8d39\u65f6\u53c8\u8d39\u529b\u3002 \u5728\u672c\u6587\u4e2d &hellip; 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