{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T23:59:32Z","timestamp":1776470372671,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T00:00:00Z","timestamp":1531958400000},"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":[[2018,7,19]]},"DOI":"10.1145\/3219819.3219885","type":"proceedings-article","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T13:05:12Z","timestamp":1532005512000},"page":"311-320","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":221,"title":["Real-time Personalization using Embeddings for Search Ranking at Airbnb"],"prefix":"10.1145","author":[{"given":"Mihajlo","family":"Grbovic","sequence":"first","affiliation":[{"name":"Airbnb, Inc., San Francisco, CA, USA"}]},{"given":"Haibin","family":"Cheng","sequence":"additional","affiliation":[{"name":"Airbnb, Inc., San Francisco, CA, USA"}]}],"member":"320","published-online":{"date-parts":[[2018,7,19]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3124749.3124758"},{"key":"e_1_3_2_2_2_1","unstructured":"Ricardo Baeza-Yates Berthier Ribeiro-Neto etal 1999. Modern information retrieval. Vol. 463. ACM press New York.   Ricardo Baeza-Yates Berthier Ribeiro-Neto et al. 1999. Modern information retrieval. Vol. 463. ACM press New York."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2016.7738886"},{"key":"e_1_3_2_2_4_1","volume-title":"Advances in NIPS","author":"Burges Christopher J","year":"2011"},{"key":"e_1_3_2_2_5_1","unstructured":"Ting Chen Liangjie Hong Yue Shi and Yizhou Sun. 2017. Joint Text Embedding for Personalized Content-based Recommendation. In arXiv preprint arXiv:1706.01084.  Ting Chen Liangjie Hong Yue Shi and Yizhou Sun. 2017. Joint Text Embedding for Personalized Content-based Recommendation. In arXiv preprint arXiv:1706.01084."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.150"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741643"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2911538"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767709"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788616"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788627"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109921"},{"key":"e_1_3_2_2_14_1","volume-title":"Metadata embeddings for user and item cold-start recommendations. arXiv preprint arXiv:1507.08439","author":"Kula Maciej","year":"2015"},{"key":"e_1_3_2_2_15_1","unstructured":"Benjamin Le. 2017. Deep Learning for Personalized Search and Recommender Systems. In Slideshare: https:\/\/www.slideshare.net\/BenjaminLe4\/deep-learning-for-personalized-search-and-recommender-systems.  Benjamin Le. 2017. Deep Learning for Personalized Search and Recommender Systems. In Slideshare: https:\/\/www.slideshare.net\/BenjaminLe4\/deep-learning-for-personalized-search-and-recommender-systems."},{"key":"e_1_3_2_2_16_1","unstructured":"Steve Liu. 2017. Personalized Recommendations at Tinder: The TinVec Approach. In Slideshare: https:\/\/www.slideshare.net\/SessionsEvents\/dr-steve-liu-chief-scientist-tinder-at-mlconf-sf-2017.  Steve Liu. 2017. Personalized Recommendations at Tinder: The TinVec Approach. In Slideshare: https:\/\/www.slideshare.net\/SessionsEvents\/dr-steve-liu-chief-scientist-tinder-at-mlconf-sf-2017."},{"key":"e_1_3_2_2_17_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg S. Corrado and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems. 3111--3119.   Tomas Mikolov Ilya Sutskever Kai Chen Greg S. Corrado and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems. 3111--3119."},{"key":"e_1_3_2_2_18_1","volume-title":"Specializing Joint Representations for the task of Product Recommendation. arXiv preprint arXiv:1706.07625","author":"Nedelec Thomas","year":"2017"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098108"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872518.2889411"},{"key":"e_1_3_2_2_22_1","unstructured":"Sharath Rao. 2017. Learned Embeddings for Search at Instacart. In Slideshare: https:\/\/www.slideshare.net\/SharathRao6\/learned-embeddings-for-search-and-discovery-at-instacart.  Sharath Rao. 2017. Learned Embeddings for Search at Instacart. In Slideshare: https:\/\/www.slideshare.net\/SharathRao6\/learned-embeddings-for-search-and-discovery-at-instacart."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2017.00186"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742712"},{"key":"e_1_3_2_2_25_1","volume-title":"Proceedings of the 48th annual meeting of the association for computational linguistics. Association for Computational Linguistics, 384--394","author":"Turian Joseph","year":"2010"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911996.2912045"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507209"},{"key":"e_1_3_2_2_28_1","unstructured":"Ledell Wu Adam Fisch Sumit Chopra Keith Adams Antoine Bordes and Jason Weston. 2017. StarSpace: Embed All The Things! arXiv preprint arXiv:1709.03856.  Ledell Wu Adam Fisch Sumit Chopra Keith Adams Antoine Bordes and Jason Weston. 2017. StarSpace: Embed All The Things! arXiv preprint arXiv:1709.03856."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939677"}],"event":{"name":"KDD '18: The 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"London United Kingdom","acronym":"KDD '18","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3219885","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3219819.3219885","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:07:20Z","timestamp":1750212440000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3219885"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,19]]},"references-count":29,"alternative-id":["10.1145\/3219819.3219885","10.1145\/3219819"],"URL":"https:\/\/doi.org\/10.1145\/3219819.3219885","relation":{},"subject":[],"published":{"date-parts":[[2018,7,19]]},"assertion":[{"value":"2018-07-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}