{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:27:08Z","timestamp":1750220828044,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,10,14]],"date-time":"2019-10-14T00:00:00Z","timestamp":1571011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,10,14]]},"DOI":"10.1145\/3358695.3360924","type":"proceedings-article","created":{"date-parts":[[2019,10,17]],"date-time":"2019-10-17T12:49:48Z","timestamp":1571316588000},"page":"21-28","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["NetMerger: Predicting Cross-network Links in Merged Heterogeneous Networks"],"prefix":"10.1145","author":[{"given":"Yao","family":"Zhang","sequence":"first","affiliation":[{"name":"Fudan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun","family":"Xiong","sequence":"additional","affiliation":[{"name":"Fudan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Ruan","sequence":"additional","affiliation":[{"name":"Fudan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangnan","family":"Kong","sequence":"additional","affiliation":[{"name":"Worcester Polytechnic Institute, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yangyong","family":"Zhu","sequence":"additional","affiliation":[{"name":"Fudan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,10,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"S. Cao W. Lu and Q. Xu. 2015. GraRep: Learning graph representations with global structural information. In CIKM. 891\u2013900.  S. Cao W. Lu and Q. Xu. 2015. GraRep: Learning graph representations with global structural information. In CIKM. 891\u2013900.","DOI":"10.1145\/2806416.2806512"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"X. Cao H. Chen X. Wang W. Zhang and Y. Yu. 2018. Neural link prediction over aligned networks. In AAAI.  X. Cao H. Chen X. Wang W. Zhang and Y. Yu. 2018. Neural link prediction over aligned networks. In AAAI.","DOI":"10.1609\/aaai.v32i1.11260"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"S. Chang W. Han J. Tang G. Qi C.\u00a0C Aggarwal and T.\u00a0S Huang. 2015. Heterogeneous network embedding via deep architectures. In KDD. 119\u2013128.  S. Chang W. Han J. Tang G. Qi C.\u00a0C Aggarwal and T.\u00a0S Huang. 2015. Heterogeneous network embedding via deep architectures. In KDD. 119\u2013128.","DOI":"10.1145\/2783258.2783296"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"T. Chen and Y. Sun. 2017. Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification. In WSDM.  T. Chen and Y. Sun. 2017. Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification. In WSDM.","DOI":"10.1145\/3018661.3018735"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Y. Dong N.\u00a0V. Chawla and A. Swami. 2017. Metapath2Vec: Scalable Representation Learning for Heterogeneous Networks. In KDD. 135\u2013144.  Y. Dong N.\u00a0V. Chawla and A. Swami. 2017. Metapath2Vec: Scalable Representation Learning for Heterogeneous Networks. In KDD. 135\u2013144.","DOI":"10.1145\/3097983.3098036"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Y. Dong J. Zhang J. Tang N. Chawla and B. Wang. 2015. CoupledLP: Link prediction in coupled networks. In KDD. 199\u2013208.  Y. Dong J. Zhang J. Tang N. Chawla and B. Wang. 2015. CoupledLP: Link prediction in coupled networks. In KDD. 199\u2013208.","DOI":"10.1145\/2783258.2783329"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"A. Grover and J. Leskovec. 2016. node2vec: Scalable Feature Learning for Networks. In KDD. 855\u2013864.  A. Grover and J. Leskovec. 2016. node2vec: Scalable Feature Learning for Networks. In KDD. 855\u2013864.","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"H. Gui J. Liu F. Tao M. Jiang B. Norick and J. Han. 2016. Large-scale embedding learning in heterogeneous event data. In ICDM. 907\u2013912.  H. Gui J. Liu F. Tao M. Jiang B. Norick and J. Han. 2016. Large-scale embedding learning in heterogeneous event data. In ICDM. 907\u2013912.","DOI":"10.1109\/ICDM.2016.0111"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"J. Han Y. Sun X. Yan and P.\u00a0S Yu. 2010. Mining knowledge from databases: an information network analysis approach. In SIGMOD. 1251\u20131252.  J. Han Y. Sun X. Yan and P.\u00a0S Yu. 2010. Mining knowledge from databases: an information network analysis approach. In SIGMOD. 1251\u20131252.","DOI":"10.1145\/1807167.1807333"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"X. Kong P.\u00a0S Yu Y. Ding and D.\u00a0J Wild. 2012. Meta path-based collective classification in heterogeneous information networks. In CIKM. 1567\u20131571.  X. Kong P.\u00a0S Yu Y. Ding and D.\u00a0J Wild. 2012. Meta path-based collective classification in heterogeneous information networks. In CIKM. 1567\u20131571.","DOI":"10.1145\/2396761.2398474"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"X. Kong J. Zhang and P.\u00a0S. Yu. 2013. Inferring anchor links across multiple heterogeneous social networks. In CIKM. 1485\u20131494.  X. Kong J. Zhang and P.\u00a0S. Yu. 2013. Inferring anchor links across multiple heterogeneous social networks. In CIKM. 1485\u20131494.","DOI":"10.1145\/2505515.2505531"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"R.\u00a0N. Lichtenwalter J.\u00a0T. Lussier and N.\u00a0V. Chawla. 2010. New perspectives and methods in link prediction. In KDD. 243\u2013252.  R.\u00a0N. Lichtenwalter J.\u00a0T. Lussier and N.\u00a0V. Chawla. 2010. New perspectives and methods in link prediction. In KDD. 243\u2013252.","DOI":"10.1145\/1835804.1835837"},{"key":"e_1_3_2_1_13_1","unstructured":"L. Liu W.\u00a0K. Cheung X. Li and L. Liao. 2016. Aligning users across social networks using network embedding. In IJCAI. 2177\u20132185.  L. Liu W.\u00a0K. Cheung X. Li and L. Liao. 2016. Aligning users across social networks using network embedding. In IJCAI. 2177\u20132185."},{"key":"e_1_3_2_1_14_1","unstructured":"C. Lu S. Xie W. Shao L. He and P.\u00a0S. Yu. 2016. Item Recommendation for Emerging Online Businesses. In IJCAI. 3797\u20133803.  C. Lu S. Xie W. Shao L. He and P.\u00a0S. Yu. 2016. Item Recommendation for Emerging Online Businesses. In IJCAI. 3797\u20133803."},{"key":"e_1_3_2_1_15_1","first-page":"2579","article-title":"Visualizing data using t-SNE","author":"Maaten L.","year":"2008","unstructured":"L. Maaten and G. Hinton . 2008 . Visualizing data using t-SNE . JMLR 9 , Nov (2008), 2579 \u2013 2605 . L. Maaten and G. Hinton. 2008. Visualizing data using t-SNE. JMLR 9, Nov (2008), 2579\u20132605.","journal-title":"JMLR 9"},{"key":"e_1_3_2_1_16_1","unstructured":"T. Man H. Shen S. Liu X. Jin and X. Cheng. 2016. Predict Anchor Links across Social Networks via an Embedding Approach. In IJCAI. 1823\u20131829.  T. Man H. Shen S. Liu X. Jin and X. Cheng. 2016. Predict Anchor Links across Social Networks via an Embedding Approach. In IJCAI. 1823\u20131829."},{"key":"e_1_3_2_1_17_1","unstructured":"T. Mikolov I. Sutskever K. Chen G. Corrado and J. Dean. 2013. Distributed representations of words and phrases and their compositionality. In NIPS. 3111\u20133119.  T. Mikolov I. Sutskever K. Chen G. Corrado and J. Dean. 2013. Distributed representations of words and phrases and their compositionality. In NIPS. 3111\u20133119."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"B. Perozzi R. Al-Rfou and S. Skiena. 2014. DeepWalk: Online learning of social representations. In KDD. 701\u2013710.  B. Perozzi R. Al-Rfou and S. Skiena. 2014. DeepWalk: Online learning of social representations. In KDD. 701\u2013710.","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"A. Sinha Z. Shen Y. Song H. Ma D. Eide B.\u00a0P. Hsu and K. Wang. 2015. An overview of microsoft academic service (mas) and applications. In WWW. 243\u2013246.  A. Sinha Z. Shen Y. Song H. Ma D. Eide B.\u00a0P. Hsu and K. Wang. 2015. An overview of microsoft academic service (mas) and applications. In WWW. 243\u2013246.","DOI":"10.1145\/2740908.2742839"},{"key":"e_1_3_2_1_20_1","first-page":"992","article-title":"PathSim: Meta path-based top-k similarity search in heterogeneous information networks","volume":"4","author":"Sun Y.","year":"2011","unstructured":"Y. Sun , J. Han , X. Yan , P.\u00a0 S Yu , and T. Wu . 2011 . PathSim: Meta path-based top-k similarity search in heterogeneous information networks . VLDB 4 , 11 (2011), 992 \u2013 1003 . Y. Sun, J. Han, X. Yan, P.\u00a0S Yu, and T. Wu. 2011. PathSim: Meta path-based top-k similarity search in heterogeneous information networks. VLDB 4, 11 (2011), 992\u20131003.","journal-title":"VLDB"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783307"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"J. Tang S. Wu J. Sun and H. Su. 2012. Cross-domain collaboration recommendation. In KDD. 1285\u20131293.  J. Tang S. Wu J. Sun and H. Su. 2012. Cross-domain collaboration recommendation. In KDD. 1285\u20131293.","DOI":"10.1145\/2339530.2339730"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","unstructured":"H. Tong C. Faloutsos and J. Pan. 2006. Fast random walk with restart and its applications. In ICDM. 613\u2013622.  H. Tong C. Faloutsos and J. Pan. 2006. Fast random walk with restart and its applications. In ICDM. 613\u2013622.","DOI":"10.1109\/ICDM.2006.70"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"D. Wang P. Cui and W. Zhu. 2016. Structural Deep Network Embedding. In KDD. 1225\u20131234.  D. Wang P. Cui and W. Zhu. 2016. Structural Deep Network Embedding. In KDD. 1225\u20131234.","DOI":"10.1145\/2939672.2939753"},{"key":"e_1_3_2_1_26_1","volume-title":"Integrated anchor and social link predictions across multiple social networks. KAIS","author":"Zhan Q.","year":"2018","unstructured":"Q. Zhan , J. Zhang , and P.\u00a0 S. Yu . 2018. Integrated anchor and social link predictions across multiple social networks. KAIS ( 2018 ), 1\u201324. Q. Zhan, J. Zhang, and P.\u00a0S. Yu. 2018. Integrated anchor and social link predictions across multiple social networks. KAIS (2018), 1\u201324."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"F. Zhang N.\u00a0J. Yuan D. Lian X. Xie and W. Ma. 2016. Collaborative knowledge base embedding for recommender systems. In KDD. 353\u2013362.  F. Zhang N.\u00a0J. Yuan D. Lian X. Xie and W. Ma. 2016. Collaborative knowledge base embedding for recommender systems. In KDD. 353\u2013362.","DOI":"10.1145\/2939672.2939673"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"J. Zhang X. Kong and P.\u00a0S. Yu.2013. Predicting social links for new users across aligned heterogeneous social networks. In ICDM. 1289\u20131294.  J. Zhang X. Kong and P.\u00a0S. Yu.2013. Predicting social links for new users across aligned heterogeneous social networks. In ICDM. 1289\u20131294.","DOI":"10.1109\/ICDM.2013.134"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"J. Zhang X. Kong and P.\u00a0S. Yu. 2014. Transferring heterogeneous links across location-based social networks. In ICDM. 303\u2013312.  J. Zhang X. Kong and P.\u00a0S. Yu. 2014. Transferring heterogeneous links across location-based social networks. In ICDM. 303\u2013312.","DOI":"10.1145\/2556195.2559894"},{"key":"e_1_3_2_1_30_1","unstructured":"J. Zhang and P.\u00a0S. Yu. 2015. Integrated Anchor and Social Link Predictions across Social Networks.. In IJCAI. 2125\u20132132.  J. Zhang and P.\u00a0S. Yu. 2015. Integrated Anchor and Social Link Predictions across Social Networks.. In IJCAI. 2125\u20132132."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883038"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"crossref","unstructured":"J. Zhang P.\u00a0S. Yu and Z. Zhou. 2014. Meta-path based multi-network collective link prediction. In KDD. 1286\u20131295.  J. Zhang P.\u00a0S. Yu and Z. Zhou. 2014. Meta-path based multi-network collective link prediction. In KDD. 1286\u20131295.","DOI":"10.1145\/2623330.2623645"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783268"}],"event":{"name":"WI '19: IEEE\/WIC\/ACM International Conference on Web Intelligence","acronym":"WI '19","location":"Thessaloniki Greece"},"container-title":["IEEE\/WIC\/ACM International Conference on Web Intelligence - Companion Volume"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3358695.3360924","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3358695.3360924","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:13:25Z","timestamp":1750202005000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3358695.3360924"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,14]]},"references-count":33,"alternative-id":["10.1145\/3358695.3360924","10.1145\/3358695"],"URL":"https:\/\/doi.org\/10.1145\/3358695.3360924","relation":{},"subject":[],"published":{"date-parts":[[2019,10,14]]},"assertion":[{"value":"2019-10-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}