{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T14:02:19Z","timestamp":1760709739215,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,10,17]],"date-time":"2018-10-17T00:00:00Z","timestamp":1539734400000},"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":[[2018,10,17]]},"DOI":"10.1145\/3269206.3272012","type":"proceedings-article","created":{"date-parts":[[2018,10,22]],"date-time":"2018-10-22T12:08:27Z","timestamp":1540210107000},"page":"2107-2115","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["In-Session Personalization for Talent Search"],"prefix":"10.1145","author":[{"given":"Sahin Cem","family":"Geyik","sequence":"first","affiliation":[{"name":"LinkedIn, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vijay","family":"Dialani","sequence":"additional","affiliation":[{"name":"LinkedIn, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng","family":"Meng","sequence":"additional","affiliation":[{"name":"LinkedIn, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ryan","family":"Smith","sequence":"additional","affiliation":[{"name":"LinkedIn, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Analysis of Thompson Sampling for the Multi-armed Bandit Problem. JMLR","volume":"23","author":"Agrawal S.","year":"2012"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"D. Aha. 1992. Generalizing from case studies: A case study. In ICML .   D. Aha. 1992. Generalizing from case studies: A case study. In ICML .","DOI":"10.1016\/B978-1-55860-247-2.50006-1"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013689704352"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944937"},{"key":"e_1_3_2_1_6_1","unstructured":"D. Chakrabarti R. Kumar F. Radlinski and E. Upfal. 2008. Mortal multi-armed bandits. In NIPS. 273--280.   D. Chakrabarti R. Kumar F. Radlinski and E. Upfal. 2008. Mortal multi-armed bandits. In NIPS. 273--280."},{"volume-title":"Proc. of PACIS 2013 .","author":"Chang T. M.","key":"e_1_3_2_1_7_1"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"O. Fontenla-Romero B. Guijarro-Berdinas D. Martinez-Rego B. Perez-Sanchez and D. Peteiro-Barral. 2013. Online Machine Learning. Efficiency and Scalability Methods for Computational Intellect (2013) 27--54.  O. Fontenla-Romero B. Guijarro-Berdinas D. Martinez-Rego B. Perez-Sanchez and D. Peteiro-Barral. 2013. Online Machine Learning. Efficiency and Scalability Methods for Computational Intellect (2013) 27--54.","DOI":"10.4018\/978-1-4666-3942-3.ch002"},{"key":"e_1_3_2_1_9_1","first-page":"675","article-title":"A comparative study on parallel lda algorithms in mapreduce framework","volume":"9078","author":"Gao Yang","year":"2015","journal-title":"LNCS"},{"volume-title":"Proc. of the 6th Workshop on Intelligent Techniques for Web Personalization and Recommender Systems .","author":"Gemmell J.","key":"e_1_3_2_1_10_1"},{"key":"e_1_3_2_1_11_1","unstructured":"T. Griffiths M. Jordan and J. Tenenbaum. 2004. Hierarchical Topic Models and the Nested Chinese Restaurant Process. In NIPS .  T. Griffiths M. Jordan and J. Tenenbaum. 2004. Hierarchical Topic Models and the Nested Chinese Restaurant Process. In NIPS ."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2015.7363878"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872518.2890549"},{"key":"e_1_3_2_1_14_1","unstructured":"K. Hofmann S. Whiteson and M. de Rijke. 2011. Contextual Bandits for Information Retrieval. In NIPS .  K. Hofmann S. Whiteson and M. de Rijke. 2011. Contextual Bandits for Information Retrieval. In NIPS ."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/582415.582418"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"M. Jordan. 1999. In Learning in Graphical Models . MIT Press.   M. Jordan. 1999. In Learning in Graphical Models . MIT Press.","DOI":"10.1007\/978-94-011-5014-9"},{"volume-title":"Incremental Factorization Machines for Persistently Cold-starting Online Item Recommendation. CoRR","year":"2016","author":"Kitazawa Takuya","key":"e_1_3_2_1_17_1"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"P. Kohli M. Salek and G. Stoddard. 2013. A Fast Bandit Algorithm for Recommendations to Users with Heterogeneous Tastes. In AAAI .   P. Kohli M. Salek and G. Stoddard. 2013. A Fast Bandit Algorithm for Recommendations to Users with Heterogeneous Tastes. In AAAI .","DOI":"10.1609\/aaai.v27i1.8463"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v35i3.2460"},{"key":"e_1_3_2_1_20_1","unstructured":"John Langford and Tong the. 2008. The epoch-greedy algorithm for contextual multi-armed bandits. In NIPS .   John Langford and Tong the. 2008. The epoch-greedy algorithm for contextual multi-armed bandits. In NIPS ."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623756"},{"key":"e_1_3_2_1_22_1","unstructured":"Jing Lu Steven C. H. Hoi and Jialei Wang. 2013. Second Order Online Collaborative Filtering. In ACML. 325--340.  Jing Lu Steven C. H. Hoi and Jialei Wang. 2013. Second Order Online Collaborative Filtering. In ACML. 325--340."},{"volume-title":"Proc. of the 19th Nordic Conf. of Computational Linguistics. 239--251","author":"Luostarinen T.","key":"e_1_3_2_1_23_1"},{"volume-title":"Online Learning and Stochastic Optimization","year":"2012","author":"Murphy Kevin P.","key":"e_1_3_2_1_24_1"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390255"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.127"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0042519"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000018"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1456650.1456656"},{"volume-title":"{n. d.}. LinkedIn's Galene Search engine","year":"2014","author":"Sriram S.","key":"e_1_3_2_1_30_1"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/25.3-4.285"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2005.844079"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487608"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939684"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124300"}],"event":{"name":"CIKM '18: The 27th ACM International Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Torino Italy","acronym":"CIKM '18"},"container-title":["Proceedings of the 27th ACM International Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3269206.3272012","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3269206.3272012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:57:20Z","timestamp":1750208240000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3269206.3272012"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,17]]},"references-count":35,"alternative-id":["10.1145\/3269206.3272012","10.1145\/3269206"],"URL":"https:\/\/doi.org\/10.1145\/3269206.3272012","relation":{},"subject":[],"published":{"date-parts":[[2018,10,17]]},"assertion":[{"value":"2018-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}