{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T01:34:04Z","timestamp":1784684044466,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T00:00:00Z","timestamp":1557705600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,5,13]]},"DOI":"10.1145\/3308558.3313493","type":"proceedings-article","created":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T12:17:59Z","timestamp":1557749879000},"page":"2637-2643","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":74,"title":["Collaborative Similarity Embedding for Recommender Systems"],"prefix":"10.1145","author":[{"given":"Chih-Ming","family":"Chen","sequence":"first","affiliation":[{"name":"National Chengchi University, Academia Sinica, Taiwan Roc"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuan-Ju","family":"Wang","sequence":"additional","affiliation":[{"name":"Academia Sinica, Taiwan Roc"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ming-Feng","family":"Tsai","sequence":"additional","affiliation":[{"name":"National Chengchi University, Taiwan Roc"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi-Hsuan","family":"Yang","sequence":"additional","affiliation":[{"name":"Academia Sinica, Taiwan Roc"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,5,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2016.7738886"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959169"},{"key":"e_1_3_2_1_3_1","volume-title":"LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems. Journal of Machine Learning Research(2016).","author":"Chin Wei-Sheng","year":"2016","unstructured":"Wei-Sheng Chin , Bo-Wen Yuan , Meng-Yuan Yang , Yong Zhuang , Yu-Chin Juan , and Chih-Jen Lin . 2016 . LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems. Journal of Machine Learning Research(2016). Wei-Sheng Chin, Bo-Wen Yuan, Meng-Yuan Yang, Yong Zhuang, Yu-Chin Juan, and Chih-Jen Lin. 2016. LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems. Journal of Machine Learning Research(2016)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959185"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209987"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/2887007.2887025"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052639"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2891406"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Yehuda Koren Robert Bell and Chris Volinsky. 2009. Matrix Factorization Techniques for Recommender Systems. (2009).  Yehuda Koren Robert Bell and Chris Volinsky. 2009. Matrix Factorization Techniques for Recommender Systems. (2009).","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959182"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.134"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109889"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_17_1","volume-title":"Walklets: Multiscale Graph Embeddings for Interpretable Network Classification. CoRR","author":"Perozzi Bryan","year":"2016","unstructured":"Bryan Perozzi , Vivek Kulkarni , and Steven Skiena . 2016 . Walklets: Multiscale Graph Embeddings for Interpretable Network Classification. CoRR (2016). Bryan Perozzi, Vivek Kulkarni, and Steven Skiena. 2016. Walklets: Multiscale Graph Embeddings for Interpretable Network Classification. CoRR (2016)."},{"key":"e_1_3_2_1_18_1","volume-title":"Proc. NIPS.","author":"Recht Benjamin","year":"2011","unstructured":"Benjamin Recht , Christopher Re , Stephen Wright , and Feng Niu . 2011 . HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent . In Proc. NIPS. Benjamin Recht, Christopher Re, Stephen Wright, and Feng Niu. 2011. HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent. In Proc. NIPS."},{"key":"e_1_3_2_1_19_1","volume-title":"Proc. UAI.","author":"Rendle Steffen","year":"2009","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2009 . BPR: Bayesian Personalized Ranking from Implicit Feedback} . In Proc. UAI. Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian Personalized Ranking from Implicit Feedback}. In Proc. UAI."},{"key":"e_1_3_2_1_20_1","volume-title":"Proc. NIPS.","author":"Salakhutdinov Ruslan","year":"2007","unstructured":"Ruslan Salakhutdinov and Andriy Mnih . 2007 . Probabilistic Matrix Factorization . In Proc. NIPS. Ruslan Salakhutdinov and Andriy Mnih. 2007. Probabilistic Matrix Factorization. In Proc. NIPS."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"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":"publisher","DOI":"10.1145\/3178876.3186154"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783273"},{"key":"e_1_3_2_1_25_1","volume-title":"Proc. IJCAI.","author":"Weston Jason","year":"2011","unstructured":"Jason Weston , Samy Bengio , and Nicolas Usunier . 2011 . WSABIE: Scaling Up to Large Vocabulary Image Annotation . In Proc. IJCAI. Jason Weston, Samy Bengio, and Nicolas Usunier. 2011. WSABIE: Scaling Up to Large Vocabulary Image Annotation. In Proc. IJCAI."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507210"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11866"},{"key":"e_1_3_2_1_28_1","unstructured":"Wayne Xin Zhao Jin Huang and Ji-Rong Wen. 2016. Learning Distributed Representations for Recommender Systems with a Network Embedding Approach.. In AIRS.  Wayne Xin Zhao Jin Huang and Ji-Rong Wen. 2016. Learning Distributed Representations for Recommender Systems with a Network Embedding Approach.. In AIRS."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.5555\/3298483.3298661"}],"event":{"name":"WWW '19: The Web Conference","location":"San Francisco CA USA","acronym":"WWW '19","sponsor":["IW3C2 International World Wide Web Conference Committee"]},"container-title":["The World Wide Web Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313493","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3308558.3313493","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:53:19Z","timestamp":1750204399000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313493"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,13]]},"references-count":29,"alternative-id":["10.1145\/3308558.3313493","10.1145\/3308558"],"URL":"https:\/\/doi.org\/10.1145\/3308558.3313493","relation":{},"subject":[],"published":{"date-parts":[[2019,5,13]]},"assertion":[{"value":"2019-05-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}