{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T01:58:55Z","timestamp":1783648735715,"version":"3.55.0"},"publisher-location":"Republic and Canton of Geneva, Switzerland","reference-count":29,"publisher":"International World Wide Web Conferences Steering Committee","license":[{"start":{"date-parts":[[2017,4,3]],"date-time":"2017-04-03T00:00:00Z","timestamp":1491177600000},"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":[[2017,4,3]]},"DOI":"10.1145\/3038912.3052668","type":"proceedings-article","created":{"date-parts":[[2017,4,6]],"date-time":"2017-04-06T13:30:38Z","timestamp":1491485438000},"page":"1311-1319","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":19,"title":["GB-CENT"],"prefix":"10.1145","author":[{"given":"Qian","family":"Zhao","sequence":"first","affiliation":[{"name":"University of Minnesota, Minneapolis, MN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Shi","sequence":"additional","affiliation":[{"name":"Yahoo Research, Sunnyvale, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liangjie","family":"Hong","sequence":"additional","affiliation":[{"name":"Etsy Inc., Brooklyn, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2017,4,3]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557029"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_1_3_1","volume-title":"Classification and regression trees","author":"Breiman L.","year":"1984","unstructured":"L. Breiman, J. Friedman, C. J. Stone, and R. A. Olshen. Classification and regression trees. CRC press, 1984."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/3042817.3042868"},{"key":"e_1_3_2_1_6_1","volume-title":"KDD CUP","author":"Chen T.","year":"2012","unstructured":"T. Chen, L. Tang, Q. Liu, D. Yang, S. Xie, X. Cao, C. Wu, E. Yao, Z. Liu, Z. Jiang, et al. Combining factorization model and additive forest for collaborative followee recommendation. KDD CUP, 2012."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/2503308.2503357"},{"key":"e_1_3_2_1_8_1","volume-title":"Wide & deep learning for recommender systems. arXiv preprint arXiv:1606.07792","author":"Cheng H.-T.","year":"2016","unstructured":"H.-T. Cheng, L. Koc, J. Harmsen, T. Shaked, T. Chandra, H. Aradhye, G. Anderson, G. Corrado, W. Chai, M. Ispir, et al. Wide & deep learning for recommender systems. arXiv preprint arXiv:1606.07792, 2016."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/951949.952144"},{"key":"e_1_3_2_1_11_1","volume-title":"The elements of statistical learning","author":"Friedman J.","year":"2001","unstructured":"J. Friedman, T. Hastie, and R. Tibshirani. The elements of statistical learning, volume 1. Springer series in statistics Springer, Berlin, 2001."},{"key":"e_1_3_2_1_12_1","first-page":"1189","volume-title":"Greedy function approximation: a gradient boosting machine. Annals of statistics","author":"Friedman J. H.","year":"2001","unstructured":"J. H. Friedman. Greedy function approximation: a gradient boosting machine. Annals of statistics, pages 1189--1232, 2001."},{"key":"e_1_3_2_1_13_1","volume-title":"Netflix update: Try this at home","author":"Funk S.","year":"2006","unstructured":"S. Funk. Netflix update: Try this at home, 2006."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"e_1_3_2_1_15_1","volume-title":"Generalized additive models","author":"Hastie T. J.","year":"1990","unstructured":"T. J. Hastie and R. J. Tibshirani. Generalized additive models, volume 43. CRC Press, 1990."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2648584.2648589"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864727"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2013.67"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125659"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2168752.2168771"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401969"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.12"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.64"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009961"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1060745.1060754"}],"event":{"name":"WWW '17: 26th International World Wide Web Conference","location":"Perth Australia","acronym":"WWW '17","sponsor":["IW3C2 International World Wide Web Conference Committee","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the 26th International Conference on World Wide Web"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3038912.3052668","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3038912.3052668","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:36:29Z","timestamp":1750217789000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3038912.3052668"}},"subtitle":["Gradient Boosted Categorical Embedding and Numerical Trees"],"short-title":[],"issued":{"date-parts":[[2017,4,3]]},"references-count":29,"alternative-id":["10.1145\/3038912.3052668","10.5555\/3038912"],"URL":"https:\/\/doi.org\/10.1145\/3038912.3052668","relation":{},"subject":[],"published":{"date-parts":[[2017,4,3]]},"assertion":[{"value":"2017-04-03","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}