{"id":171,"date":"2023-07-28T15:43:47","date_gmt":"2023-07-28T07:43:47","guid":{"rendered":"http:\/\/www.ndnlab.com\/?p=171"},"modified":"2023-07-28T15:43:47","modified_gmt":"2023-07-28T07:43:47","slug":"%e8%ae%ba%e6%96%87%e5%88%86%e4%ba%ab-towards-a-translation-based-method-for-dynamic-heterogeneous-network-embedding","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=171","title":{"rendered":"\u8bba\u6587\u5206\u4eab\u2014\u2014Towards a Translation-Based Method for Dynamic Heterogeneous Network Embedding"},"content":{"rendered":"\n<p>\u51fa\u5904\uff1aICC 2021-IEEE International Conference on Communications, 1-6<\/p>\n\n\n\n<p>\u4f5c\u8005\uff1aKai Lei, Hao Ye, Yuzhi Liang, Jing Xiao, Peiwu Chen<\/p>\n\n\n\n<p>\u6458\u8981\uff1a\u7f51\u7edc\u5d4c\u5165\u65e8\u5728\u5c06\u79bb\u6563\u7f51\u7edc\u62d3\u6251\u6620\u5c04\u5230\u8fde\u7eed\u7684\u4f4e\u7ef4\u8868\u793a\u7a7a\u95f4\uff0c\u5e76\u4fdd\u7559\u4e3b\u8981\u62d3\u6251\u5c5e\u6027\uff0c\u5df2\u6210\u4e3a\u652f\u6301\u5404\u79cd\u7f51\u7edc\u63a8\u7406\u4efb\u52a1\u7684\u57fa\u672c\u6280\u672f\u3002 \u7136\u800c\uff0c\u7ed3\u5408\u8fdb\u5316\u6027\u8d28\u548c\u7f51\u7edc\u7684\u5f02\u8d28\u6027\u4ecd\u7136\u662f\u73b0\u6709\u7f51\u7edc\u5d4c\u5165\u65b9\u6cd5\u7684\u6311\u6218\u3002 \u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u57fa\u4e8e\u7ffb\u8bd1\u7684\u52a8\u6001\u5f02\u6784\u7f51\u7edc\u5d4c\u5165 (TransDHE) \u65b9\u6cd5\u6765\u540c\u65f6\u8003\u8651\u8fd9\u4e24\u4e2a\u65b9\u9762\u3002 \u5bf9\u4e8e\u5177\u6709\u4e00\u7cfb\u5217\u5feb\u7167\u548c\u591a\u79cd\u7c7b\u578b\u7684\u8282\u70b9\u548c\u8fb9\u7684\u52a8\u6001\u5f02\u6784\u7f51\u7edc\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u57fa\u4e8e\u7ffb\u8bd1\u7684\u5d4c\u5165\u6a21\u5757\u6765\u6355\u83b7\u6bcf\u4e2a\u5feb\u7167\u7684\u5f02\u6784\u7279\u5f81\uff08\u4f8b\u5982\uff0c\u7c7b\u578b\u4fe1\u606f\uff09\u3002 \u7136\u540e\u5e94\u7528\u6b63\u4ea4\u5bf9\u9f50\u6a21\u5757\u548c\u57fa\u4e8e RNN \u7684\u805a\u5408\u6a21\u5757\u6765\u63a2\u7d22\u591a\u4e2a\u8fde\u7eed\u5feb\u7167\u4e4b\u95f4\u7684\u8fdb\u5316\u6a21\u5f0f\uff0c\u4ee5\u8fdb\u884c\u6700\u7ec8\u8868\u793a\u5b66\u4e60\u3002 \u5728\u4e00\u7ec4\u771f\u5b9e\u4e16\u754c\u7684\u7f51\u7edc\u4e0a\u8fdb\u884c\u7684\u5927\u91cf\u5b9e\u9a8c\u8868\u660e\uff0cTransDHE \u53ef\u4ee5\u5728\u6700\u5148\u8fdb\u7684\u7f51\u7edc\u5d4c\u5165\u57fa\u7ebf\u4e0a\u4e3a\u7f51\u7edc\u52a8\u6001\u548c\u5f02\u8d28\u6027\u5f97\u51fa\u66f4\u6709\u4fe1\u606f\u91cf\u7684\u5d4c\u5165\u7ed3\u679c<\/p>\n\n\n\n<p>\u4e0b\u8f7d\u94fe\u63a5\uff1a<a href=\"https:\/\/www.researchgate.net\/profile\/Kai-Lei\/publication\/353788404_Towards_a_Translation-Based_Method_for_Dynamic_Heterogeneous_Network_Embedding\/links\/625e87ae4173a21a0d1e141d\/Towards-a-Translation-Based-Method-for-Dynamic-Heterogeneous-Network-Embedding.pdf\">https:\/\/www.researchgate.net\/profile\/Kai-Lei\/publication\/353788404_Towards_a_Translation-Based_Method_for_Dynamic_Heterogeneous_Network_Embedding\/links\/625e87ae4173a21a0d1e141d\/Towards-a-Translation-Based-Method-for-Dynamic-Heterogeneous-Network-Embedding.pdf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u51fa\u5904\uff1aICC 2021-IEEE International Conference on Communications, 1-6 \u4f5c\u8005\uff1aKai Lei, Hao Ye, Yuzhi Liang, Jing Xiao, Peiwu Chen \u6458\u8981\uff1a\u7f51\u7edc\u5d4c\u5165\u65e8\u5728\u5c06\u79bb\u6563\u7f51\u7edc\u62d3\u6251\u6620\u5c04\u5230\u8fde\u7eed\u7684\u4f4e\u7ef4\u8868\u793a\u7a7a\u95f4\uff0c\u5e76\u4fdd\u7559\u4e3b\u8981\u62d3\u6251\u5c5e\u6027\uff0c\u5df2\u6210\u4e3a\u652f\u6301\u5404\u79cd\u7f51\u7edc\u63a8\u7406\u4efb\u52a1\u7684\u57fa\u672c\u6280\u672f\u3002 \u7136\u800c\uff0c\u7ed3\u5408\u8fdb\u5316\u6027\u8d28\u548c\u7f51\u7edc\u7684\u5f02\u8d28\u6027\u4ecd\u7136\u662f\u73b0\u6709\u7f51\u7edc\u5d4c\u5165\u65b9\u6cd5\u7684\u6311\u6218\u3002 \u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u57fa\u4e8e\u7ffb\u8bd1\u7684\u52a8\u6001\u5f02\u6784\u7f51\u7edc\u5d4c\u5165 &hellip; 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