{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T01:50:58Z","timestamp":1769737858166,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,9,27]],"date-time":"2018-09-27T00:00:00Z","timestamp":1538006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["107-2218-E-002-061"],"award-info":[{"award-number":["107-2218-E-002-061"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,9,27]]},"DOI":"10.1145\/3240323.3240381","type":"proceedings-article","created":{"date-parts":[[2018,9,28]],"date-time":"2018-09-28T18:00:41Z","timestamp":1538157641000},"page":"140-144","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":152,"title":["HOP-rec"],"prefix":"10.1145","author":[{"given":"Jheng-Hong","family":"Yang","sequence":"first","affiliation":[{"name":"Academia Sinica, Taipei, Taiwan"}]},{"given":"Chih-Ming","family":"Chen","sequence":"additional","affiliation":[{"name":"National Chengchi University, Taipei, Taiwan"}]},{"given":"Chuan-Ju","family":"Wang","sequence":"additional","affiliation":[{"name":"Academia Sinica, Taipei, Taiwan"}]},{"given":"Ming-Feng","family":"Tsai","sequence":"additional","affiliation":[{"name":"National Chengchi University, Taipei, Taiwan"}]}],"member":"320","published-online":{"date-parts":[[2018,9,27]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800180"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2567948.2579244"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.46"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2005.9"},{"key":"e_1_3_2_2_5_1","volume-title":"Proceedings of the 20th International Joint Conference on Artifical Intelligence (IJCAI). 2766--2771","author":"Gori Marco","year":"2007","unstructured":"Marco Gori and Augusto Pucci . 2007 . ItemRank: A Random-walk Based Scoring Algorithm for Recommender Engines . In Proceedings of the 20th International Joint Conference on Artifical Intelligence (IJCAI). 2766--2771 . Marco Gori and Augusto Pucci. 2007. ItemRank: A Random-walk Based Scoring Algorithm for Recommender Engines. In Proceedings of the 20th International Joint Conference on Artifical Intelligence (IJCAI). 2766--2771."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963772"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_2_9_1","volume-title":"Proceedings of the 2nd Workshop on New Trends on Content-Based Recommender Systems co-located with 9th ACM Conference on Recommender Systems (CBRecSys@RecSys). 14--21","author":"Kula Maciej","year":"2015","unstructured":"Maciej Kula . 2015 . Metadata Embeddings for User and Item Cold-start Recommendations . In Proceedings of the 2nd Workshop on New Trends on Content-Based Recommender Systems co-located with 9th ACM Conference on Recommender Systems (CBRecSys@RecSys). 14--21 . Maciej Kula. 2015. Metadata Embeddings for User and Item Cold-start Recommendations. In Proceedings of the 2nd Workshop on New Trends on Content-Based Recommender Systems co-located with 9th ACM Conference on Recommender Systems (CBRecSys@RecSys). 14--21."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959182"},{"key":"e_1_3_2_2_11_1","volume-title":"Proceedings of the 24th International Conference on Neural Information Processing Systems (NIPS). 693--701","author":"Niu Feng","unstructured":"Feng Niu , Benjamin Recht , Christopher Re , and Stephen J. Wright . 2011. HOGWILD!: A Lock-free Approach to Parallelizing Stochastic Gradient Descent . In Proceedings of the 24th International Conference on Neural Information Processing Systems (NIPS). 693--701 . Feng Niu, Benjamin Recht, Christopher Re, and Stephen J. Wright. 2011. HOGWILD!: A Lock-free Approach to Parallelizing Stochastic Gradient Descent. In Proceedings of the 24th International Conference on Neural Information Processing Systems (NIPS). 693--701."},{"key":"e_1_3_2_2_13_1","volume-title":"2017 IEEE International Conference on Big Data (Big Data). 756--765","author":"Park H.","unstructured":"H. Park , J. Jung , and U. Kang . 2017. A comparative study of matrix factorization and random walk with restart in recommender systems . In 2017 IEEE International Conference on Big Data (Big Data). 756--765 . H. Park, J. Jung, and U. Kang. 2017. A comparative study of matrix factorization and random walk with restart in recommender systems. In 2017 IEEE International Conference on Big Data (Big Data). 756--765."},{"key":"e_1_3_2_2_14_1","volume-title":"Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI). 452--461","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 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI). 452--461 . Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian Personalized Ranking from Implicit Feedback. In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI). 452--461."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.70"},{"key":"e_1_3_2_2_17_1","volume-title":"Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI). 2764--2770","author":"Weston Jason","year":"2011","unstructured":"Jason Weston , Samy Bengio , and Nicolas Usunier . 2011 . WSABIE: Scaling Up to Large Vocabulary Image Annotation . In Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI). 2764--2770 . Jason Weston, Samy Bengio, and Nicolas Usunier. 2011. WSABIE: Scaling Up to Large Vocabulary Image Annotation. In Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI). 2764--2770."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/3042573.3042633"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507210"}],"event":{"name":"RecSys '18: Twelfth ACM Conference on Recommender Systems","location":"Vancouver British Columbia Canada","acronym":"RecSys '18","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 12th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3240323.3240381","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3240323.3240381","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:43:43Z","timestamp":1750207423000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3240323.3240381"}},"subtitle":["high-order proximity for implicit recommendation"],"short-title":[],"issued":{"date-parts":[[2018,9,27]]},"references-count":18,"alternative-id":["10.1145\/3240323.3240381","10.1145\/3240323"],"URL":"https:\/\/doi.org\/10.1145\/3240323.3240381","relation":{},"subject":[],"published":{"date-parts":[[2018,9,27]]},"assertion":[{"value":"2018-09-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}