{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T15:42:02Z","timestamp":1783611722222,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,7,25]],"date-time":"2020-07-25T00:00:00Z","timestamp":1595635200000},"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":[[2020,7,25]]},"DOI":"10.1145\/3397271.3401426","type":"proceedings-article","created":{"date-parts":[[2020,7,25]],"date-time":"2020-07-25T07:50:08Z","timestamp":1595663408000},"page":"2211-2220","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":50,"title":["A Heterogeneous Information Network based Cross Domain Insurance Recommendation System for Cold Start Users"],"prefix":"10.1145","author":[{"given":"Ye","family":"Bi","sequence":"first","affiliation":[{"name":"Ping An Technology Shenzhen Co., Ltd, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liqiang","family":"Song","sequence":"additional","affiliation":[{"name":"Ping An Technology Shenzhen Co., Ltd, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mengqiu","family":"Yao","sequence":"additional","affiliation":[{"name":"Ping An Technology Shenzhen Co., Ltd, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenyu","family":"Wu","sequence":"additional","affiliation":[{"name":"Ping An Technology Shenzhen Co., Ltd, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianming","family":"Wang","sequence":"additional","affiliation":[{"name":"Ping An Technology Shenzhen Co., Ltd, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Xiao","sequence":"additional","affiliation":[{"name":"Ping An Technology Shenzhen Co., Ltd, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2020,7,25]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872518.2889405"},{"key":"e_1_3_2_2_2_1","volume-title":"Kyung Hyun Cho, and Yoshua Bengio","author":"Chung Junyoung","year":"2014","unstructured":"Junyoung Chung , \u00c7aglar G\u00fcl\u00e7ehre , Kyung Hyun Cho, and Yoshua Bengio . 2014 . Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. CoRRabs\/ 1412.3555 (2014). arXiv:1412.3555http:\/\/arxiv.org\/abs\/1412.3555 Junyoung Chung, \u00c7aglar G\u00fcl\u00e7ehre, Kyung Hyun Cho, and Yoshua Bengio. 2014. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. CoRRabs\/1412.3555 (2014). arXiv:1412.3555http:\/\/arxiv.org\/abs\/1412.3555"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098036"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132953"},{"key":"e_1_3_2_2_5_1","volume-title":"DeeplyFusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019","author":"Fu Wenjing","year":"2019","unstructured":"Wenjing Fu , Zhaohui Peng , Senzhang Wang , Yang Xu , and Jin Li . 2019 . DeeplyFusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019 , Honolulu, Hawaii, USA, January 27 - February 1, 2019. 94--101. https:\/\/doi.org\/10.1609\/aaai.v33i01.330194 Wenjing Fu, Zhaohui Peng, Senzhang Wang, Yang Xu, and Jin Li. 2019. DeeplyFusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. 94--101. https:\/\/doi.org\/10.1609\/aaai.v33i01.330194"},{"key":"e_1_3_2_2_6_1","volume-title":"International Journal of Advanced Research in Computer Science and Software Engineering 3 (Oct.","author":"Gupta Abdhesh","year":"2013","unstructured":"Abdhesh Gupta and Anwiti Jain . 2013. Life insurance recommender system based on association rule mining and dual clustering method for solving cold-start problem . International Journal of Advanced Research in Computer Science and Software Engineering 3 (Oct. 2013 ). Abdhesh Gupta and Anwiti Jain. 2013. Life insurance recommender system based on association rule mining and dual clustering method for solving cold-start problem. International Journal of Advanced Research in Computer Science and Software Engineering 3 (Oct. 2013)."},{"key":"e_1_3_2_2_7_1","volume-title":"Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017","author":"Hamilton William L.","year":"2017","unstructured":"William L. Hamilton , Zhitao Ying , and Jure Leskovec . 2017 . Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017 , 4--9 December 2017, Long Beach, CA, USA. 1024--1034. http:\/\/papers.nips.cc\/paper\/6703-inductive-representation-learning-on-large-graphs William L. Hamilton, Zhitao Ying, and Jure Leskovec. 2017. Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4--9 December 2017, Long Beach, CA, USA. 1024--1034. http:\/\/papers.nips.cc\/paper\/6703-inductive-representation-learning-on-large-graphs"},{"key":"e_1_3_2_2_8_1","volume-title":"ICLR","author":"Hidasi Bal\u00e1zs","year":"2016","unstructured":"Bal\u00e1zs Hidasi , Alexandros Karatzoglou , Linas Baltrunas , and Domonkos Tikk . 2016. Session-based Recommendations with Recurrent Neural Networks. In4th International Conference on Learning Representations , ICLR 2016 , San Juan, Puerto Rico , May 2--4, 2016, Conference Track Proceedings .http:\/\/arxiv.org\/abs\/1511.06939 Bal\u00e1zs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk. 2016. Session-based Recommendations with Recurrent Neural Networks. In4th International Conference on Learning Representations, ICLR 2016, San Juan, Puerto Rico, May 2--4, 2016, Conference Track Proceedings.http:\/\/arxiv.org\/abs\/1511.06939"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219965"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301946"},{"key":"e_1_3_2_2_11_1","volume-title":"Using Discriminative Graphical Models for Insurance Recommender Systems. In17th IEEE International Conference on Ma-chine Learning and Applications, ICMLA 2018","author":"Kanchinadam Teja","year":"2018","unstructured":"Teja Kanchinadam , Maleeha Qazi , Joseph Bockhorst , Mary Y. Morell , Katie J. Meissner , and Glenn Fung . 2018 . Using Discriminative Graphical Models for Insurance Recommender Systems. In17th IEEE International Conference on Ma-chine Learning and Applications, ICMLA 2018 , Orlando, FL, USA, December 17--20 , 2018. 421--428. https:\/\/doi.org\/10.1109\/ICMLA.2018.00069 Teja Kanchinadam, Maleeha Qazi, Joseph Bockhorst, Mary Y. Morell, Katie J. Meissner, and Glenn Fung. 2018. Using Discriminative Graphical Models for Insurance Recommender Systems. In17th IEEE International Conference on Ma-chine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17--20, 2018. 421--428. https:\/\/doi.org\/10.1109\/ICMLA.2018.00069"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357914"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331191"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMEW.2019.00087"},{"key":"e_1_3_2_2_15_1","volume-title":"Relation Structure-Aware Heterogeneous Information Network Embedding. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019","author":"Lu Yuanfu","year":"2019","unstructured":"Yuanfu Lu , Chuan Shi , Linmei Hu , and Zhiyuan Liu . 2019 . Relation Structure-Aware Heterogeneous Information Network Embedding. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019 , Honolulu, Hawaii, USA,January 27 - February 1, 2019. 4456--4463. https:\/\/doi.org\/10.1609\/aaai.v33i01.33014456 Yuanfu Lu, Chuan Shi, Linmei Hu, and Zhiyuan Liu. 2019. Relation Structure-Aware Heterogeneous Information Network Embedding. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, Honolulu, Hawaii, USA,January 27 - February 1, 2019. 4456--4463. https:\/\/doi.org\/10.1609\/aaai.v33i01.33014456"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331200"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/343"},{"key":"e_1_3_2_2_18_1","volume-title":"Advances in Neural Information Processing Systems 26:27th Annual Conference on Neural Information Processing Systems","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov , Ilya Sutskever , Kai Chen , Gregory S. Corrado , and Jeffrey Dean . 2013. Distributed Representations of Words and Phrases and their Compositionality . In Advances in Neural Information Processing Systems 26:27th Annual Conference on Neural Information Processing Systems 2013 . 3111--3119. http:\/\/papers.nips.cc\/paper\/5021-distributed-representations-of-words-and-phrases-and-their-compositionality Tomas Mikolov, Ilya Sutskever, Kai Chen, Gregory S. Corrado, and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and their Compositionality. In Advances in Neural Information Processing Systems 26:27th Annual Conference on Neural Information Processing Systems 2013. 3111--3119. http:\/\/papers.nips.cc\/paper\/5021-distributed-representations-of-words-and-phrases-and-their-compositionality"},{"key":"e_1_3_2_2_19_1","volume-title":"International Journal of Engineering and Computer Science 3 (Oct.","author":"Mitra Sanghamitra","year":"2014","unstructured":"Sanghamitra Mitra , Nilendra Chaudhari , and Bipin Patwardhan . 2014. Leveraging hybrid recommendation system in insurance domain . International Journal of Engineering and Computer Science 3 (Oct. 2014 ). Sanghamitra Mitra, Nilendra Chaudhari, and Bipin Patwardhan. 2014. Leveraging hybrid recommendation system in insurance domain. International Journal of Engineering and Computer Science 3 (Oct. 2014)."},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109907"},{"key":"e_1_3_2_2_21_1","volume-title":"BPR: Bayesian Personalized Ranking from Implicit Feedback. CoRRabs\/1205.2618","author":"Rendle Steffen","year":"2012","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2012 . BPR: Bayesian Personalized Ranking from Implicit Feedback. CoRRabs\/1205.2618 (2012). arXiv:1205.2618http:\/\/arxiv.org\/abs\/1205.2618 Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2012. BPR: Bayesian Personalized Ranking from Implicit Feedback. CoRRabs\/1205.2618 (2012). arXiv:1205.2618http:\/\/arxiv.org\/abs\/1205.2618"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2480362.2480417"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005605"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"e_1_3_2_2_25_1","volume-title":"Path-Sim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks. PVLDB4, 11","author":"Sun Yizhou","year":"2011","unstructured":"Yizhou Sun , Jiawei Han , Xifeng Yan , Philip S. Yu , and Tianyi Wu. 2011. Path-Sim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks. PVLDB4, 11 ( 2011 ), 992--1003. Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu, and Tianyi Wu. 2011. Path-Sim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks. PVLDB4, 11 (2011), 992--1003."},{"key":"e_1_3_2_2_26_1","volume-title":"Proceedings of the 6th International Conference on Learning Representations, ICLR 2018","author":"Velickovic Petar","year":"2018","unstructured":"Petar Velickovic , Guillem Cucurull , Arantxa Casanova , Adriana Romero , Pietro Li\u00f2 , and Yoshua Bengio . 2018 . Graph Attention Networks . In Proceedings of the 6th International Conference on Learning Representations, ICLR 2018 , Vancouver, BC, Canada, April 30 - May 3, 2018. https:\/\/openreview.net\/forum?id=rJXMpikCZ Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Li\u00f2, and Yoshua Bengio. 2018. Graph Attention Networks. In Proceedings of the 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018. https:\/\/openreview.net\/forum?id=rJXMpikCZ"},{"key":"e_1_3_2_2_27_1","volume-title":"Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs. ICLR Workshop on Representation Learning on Graphs and Manifolds(2019)","author":"Wang Minjie","year":"2019","unstructured":"Minjie Wang , Lingfan Yu , Da Zheng , Quan Gan , Yu Gai , Zihao Ye , Mufei Li , Jin-jing Zhou, Qi Huang , Chao Ma , Ziyue Huang , Qipeng Guo , Hao Zhang , Haibin Lin , Junbo Zhao , Jinyang Li , Alexander J Smola , and Zheng Zhang . 2019 . Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs. ICLR Workshop on Representation Learning on Graphs and Manifolds(2019) . https:\/\/arxiv.org\/abs\/1909.01315 Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jin-jing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander J Smola, and Zheng Zhang. 2019. Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs. ICLR Workshop on Representation Learning on Graphs and Manifolds(2019). https:\/\/arxiv.org\/abs\/1909.01315"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080771"},{"key":"e_1_3_2_2_29_1","volume-title":"Heterogeneous Graph Attention Network. In The World Wide Web Conference, WWW 2019","author":"Wang Xiao","year":"2019","unstructured":"Xiao Wang , Houye Ji , Chuan Shi , Bai Wang , Yanfang Ye , Peng Cui , and Philip S. Yu . 2019 . Heterogeneous Graph Attention Network. In The World Wide Web Conference, WWW 2019 , San Francisco, CA, USA, May 13--17 , 2019 . 2022--2032. https:\/\/doi.org\/10.1145\/3308558.3313562 Xiao Wang, Houye Ji, Chuan Shi, Bai Wang, Yanfang Ye, Peng Cui, and Philip S. Yu. 2019. Heterogeneous Graph Attention Network. In The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13--17, 2019. 2022--2032. https:\/\/doi.org\/10.1145\/3308558.3313562"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357924"},{"key":"e_1_3_2_2_31_1","volume-title":"Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019","author":"Zhang Chuxu","year":"2019","unstructured":"Chuxu Zhang , Dongjin Song , Chao Huang , Ananthram Swami , and Nitesh V. Chawla . 2019. Heterogeneous Graph Neural Network . In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019 , Anchorage, AK, USA, August 4--8 , 2019 . 793--803. Chuxu Zhang, Dongjin Song, Chao Huang, Ananthram Swami, and Nitesh V. Chawla. 2019. Heterogeneous Graph Neural Network. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4--8, 2019. 793--803."}],"event":{"name":"SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Retrieval","location":"Virtual Event China","acronym":"SIGIR '20","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3397271.3401426","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3397271.3401426","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:48Z","timestamp":1750200108000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3397271.3401426"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,25]]},"references-count":31,"alternative-id":["10.1145\/3397271.3401426","10.1145\/3397271"],"URL":"https:\/\/doi.org\/10.1145\/3397271.3401426","relation":{},"subject":[],"published":{"date-parts":[[2020,7,25]]},"assertion":[{"value":"2020-07-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}