{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T06:17:53Z","timestamp":1775283473501,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,1,20]],"date-time":"2020-01-20T00:00:00Z","timestamp":1579478400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1553568, IIS-1718216"],"award-info":[{"award-number":["IIS-1553568, IIS-1718216"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,1,20]]},"DOI":"10.1145\/3336191.3371770","type":"proceedings-article","created":{"date-parts":[[2020,1,22]],"date-time":"2020-01-22T19:08:16Z","timestamp":1579720096000},"page":"205-213","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["JNET: Learning User Representations via Joint Network Embedding and Topic Embedding"],"prefix":"10.1145","author":[{"given":"Lin","family":"Gong","sequence":"first","affiliation":[{"name":"University of Virginia, Charlottesville, VA, USA"}]},{"given":"Lu","family":"Lin","sequence":"additional","affiliation":[{"name":"University of Virginia, Charlottesville, VA, USA"}]},{"given":"Weihao","family":"Song","sequence":"additional","affiliation":[{"name":"University of Virginia, Charlottesville, VA, USA"}]},{"given":"Hongning","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Virginia, Charlottesville, VA, USA"}]}],"member":"320","published-online":{"date-parts":[[2020,1,22]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Springer, 283--299","author":"Ghosh Joydeep","year":"2015"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"Yoshua Bengio Aaron Courville and Pascal Vincent. 2013. Representation learning: A review and new perspectives. IEEE transactions on pattern analysis and machine intelligence 35 8 (2013) 1798--1828.  Yoshua Bengio Aaron Courville and Pascal Vincent. 2013. Representation learning: A review and new perspectives. IEEE transactions on pattern analysis and machine intelligence 35 8 (2013) 1798--1828.","DOI":"10.1109\/TPAMI.2013.50"},{"key":"e_1_3_2_1_3_1","unstructured":"David Blei and John Lafferty. 2006. Correlated topic models. Advances in neural information processing systems 18 (2006) 147.  David Blei and John Lafferty. 2006. Correlated topic models. Advances in neural information processing systems 18 (2006) 147."},{"key":"e_1_3_2_1_4_1","first-page":"993","article-title":"Latentdirichletallocation","year":"2003","journal-title":"Journal of machine Learning research 3"},{"key":"e_1_3_2_1_5_1","volume-title":"Proceedings of the 7th ACM WSDM. ACM, 393--402","author":"Gallinari Patrick","year":"2014"},{"key":"e_1_3_2_1_6_1","unstructured":"Jonathan Chang and David Blei. 2009. Relational topic models for document networks. In Artificial Intelligence and Statistics. 81--88.  Jonathan Chang and David Blei. 2009. Relational topic models for document networks. In Artificial Intelligence and Statistics. 81--88."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1171"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/sam.11223"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"Gerhard Fischer. 2001. User modeling in human--computer interaction. User modeling and user-adapted interaction 11 1--2 (2001) 65--86.  Gerhard Fischer. 2001. User modeling in human--computer interaction. User modeling and user-adapted interaction 11 1--2 (2001) 65--86.","DOI":"10.1023\/A:1011145532042"},{"key":"e_1_3_2_1_10_1","volume-title":"Proceedings of the 54th ACL","volume":"1","author":"Gong Lin","year":"2016"},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of the 26th WWW. 937-- 946","author":"Gong Lin","year":"2017"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220120"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence. Morgan Kaufmann Publishers Inc., 289--296","author":"Hofmann Thomas","year":"1999"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"Emily M Jin Michelle Girvan and Mark EJ Newman. 2001. Structure of growing social networks. Physical review E 64 4 (2001) 046132.  Emily M Jin Michelle Girvan and Mark EJ Newman. 2001. Structure of growing social networks. Physical review E 64 4 (2001) 046132.","DOI":"10.1103\/PhysRevE.64.046132"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956769"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"Alfred Kobsa. 2001. Generic user modeling systems. User modeling and user- adapted interaction 11 1--2 (2001) 49--63.  Alfred Kobsa. 2001. Generic user modeling systems. User modeling and user- adapted interaction 11 1--2 (2001) 49--63.","DOI":"10.1023\/A:1011187500863"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_1_19_1","unstructured":"Prescott Lecky. 1945. Self-consistency; a theory of personality. (1945).  Prescott Lecky. 1945. Self-consistency; a theory of personality. (1945)."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"David Liben-Nowell and Jon Kleinberg. 2007. The link-prediction problem for social networks. journal of the Association for Information Science and Technology 58 7 (2007) 1019--1031.  David Liben-Nowell and Jon Kleinberg. 2007. The link-prediction problem for social networks. journal of the Association for Information Science and Technology 58 7 (2007) 1019--1031.","DOI":"10.1002\/asi.20591"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3289600.3291022"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1719970.1719976"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507163"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the 17th WWW. ACM, 101--110","year":"2013"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings of the 22nd ACM SIGKDD. ACM, 1105--1114","author":"Ou Mingdong","year":"2016"},{"key":"e_1_3_2_1_26_1","volume-title":"LREc","volume":"10","author":"Pak Alexander","year":"2010"},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 20th ACM SIGKDD. ACM, 701--710. [29] Steffen Rendle. 2010. Factorization machines. In Data Mining (ICDM), 2010 IEEE 10th International Conference on. IEEE, 995--1000"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of the 20th conference on"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1099554.1099747"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020614"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1098"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2641190.2641195"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557109"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1037\/1076-898X.9.2.101"},{"key":"e_1_3_2_1_35_1","volume-title":"Proceedings of the 17th ACM SIGKDD. ACM, 448--456","author":"Wang Chong","year":"2011"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020505"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556262"},{"key":"e_1_3_2_1_38_1","unstructured":"XiaoWang PengCui JingWang JianPei WenwuZhu andShiqiangYang.2017. Community Preserving Network Embedding.. In AAAI. 203--209.  XiaoWang PengCui JingWang JianPei WenwuZhu andShiqiangYang.2017. Community Preserving Network Embedding.. In AAAI. 203--209."},{"key":"e_1_3_2_1_39_1","volume-title":"Proceedings of the 22nd WWW. ACM, 1411--1420","year":"2013"},{"key":"e_1_3_2_1_40_1","unstructured":"ChengYang ZhiyuanLiu DeliZhao MaosongSun andEdwardYChang.2015. Network representation learning with rich text information.. In IJCAI. 2111--2117.  ChengYang ZhiyuanLiu DeliZhao MaosongSun andEdwardYChang.2015. Network representation learning with rich text information.. In IJCAI. 2111--2117."}],"event":{"name":"WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining","location":"Houston TX USA","acronym":"WSDM '20","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 13th International Conference on Web Search and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3336191.3371770","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3336191.3371770","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3336191.3371770","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:26:10Z","timestamp":1750206370000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3336191.3371770"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1,20]]},"references-count":40,"alternative-id":["10.1145\/3336191.3371770","10.1145\/3336191"],"URL":"https:\/\/doi.org\/10.1145\/3336191.3371770","relation":{},"subject":[],"published":{"date-parts":[[2020,1,20]]},"assertion":[{"value":"2020-01-22","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}