{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T10:15:18Z","timestamp":1775470518504,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"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":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403391","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:15:22Z","timestamp":1597965322000},"page":"3386-3394","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":27,"title":["Ads Allocation in Feed via Constrained Optimization"],"prefix":"10.1145","author":[{"given":"Jinyun","family":"Yan","sequence":"first","affiliation":[{"name":"LinkedIn Corporation, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiyuan","family":"Xu","sequence":"additional","affiliation":[{"name":"LinkedIn Corporation, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Birjodh","family":"Tiwana","sequence":"additional","affiliation":[{"name":"LinkedIn Corporation, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaunak","family":"Chatterjee","sequence":"additional","affiliation":[{"name":"LinkedIn Corporation, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Recommender systems handbook","author":"Adomavicius Gediminas","unstructured":"Gediminas Adomavicius , Nikos Manouselis , and YoungOk Kwon . 2011. Multi-criteria recommender systems . In Recommender systems handbook . Springer , 769--803. Gediminas Adomavicius, Nikos Manouselis, and YoungOk Kwon. 2011. Multi-criteria recommender systems. In Recommender systems handbook. Springer, 769--803."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2745398"},{"key":"e_1_3_2_1_3_1","volume-title":"SIGIR (Portland, Oregon, USA)","author":"Agarwal Deepak","unstructured":"Deepak Agarwal , Bee-Chung Chen , Pradheep Elango , and Xuanhui Wang . 2012. Personalized Click Shaping Through Lagrangian Duality for Online Recommendation . In SIGIR (Portland, Oregon, USA) . ACM , New York, NY, USA , 485--494. Deepak Agarwal, Bee-Chung Chen, Pradheep Elango, and Xuanhui Wang. 2012. Personalized Click Shaping Through Lagrangian Duality for Online Recommendation. In SIGIR (Portland, Oregon, USA). ACM, New York, NY, USA, 485--494."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623362"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788614"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556252"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20161-5_15"},{"key":"e_1_3_2_1_8_1","volume-title":"Convex optimization","author":"Boyd Stephen","unstructured":"Stephen Boyd and Lieven Vandenberghe . 2004. Convex optimization . Cambridge university press . Stephen Boyd and Lieven Vandenberghe. 2004. Convex optimization. Cambridge university press."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102363"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01442131"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020604"},{"key":"e_1_3_2_1_12_1","volume-title":"Introduction to algorithms","author":"Cormen Thomas H","unstructured":"Thomas H Cormen , Charles E Leiserson , Ronald L Rivest , and Clifford Stein . 2009. Introduction to algorithms . MIT press . Thomas H Cormen, Charles E Leiserson, Ronald L Rivest, and Clifford Stein. 2009. Introduction to algorithms. MIT press."},{"key":"e_1_3_2_1_13_1","volume-title":"Internet advertising and the generalized second-price auction: Selling billions of dollars worth of keywords. American economic review","author":"Edelman Benjamin","year":"2007","unstructured":"Benjamin Edelman , Michael Ostrovsky , and Michael Schwarz . 2007. Internet advertising and the generalized second-price auction: Selling billions of dollars worth of keywords. American economic review , Vol. 97 , 1 ( 2007 ), 242--259. Benjamin Edelman, Michael Ostrovsky, and Michael Schwarz. 2007. Internet advertising and the generalized second-price auction: Selling billions of dollars worth of keywords. American economic review, Vol. 97, 1 (2007), 242--259."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219880"},{"key":"e_1_3_2_1_15_1","volume-title":"Advanced Topics in Information Retrieval","author":"Lalmas Mounia","unstructured":"Mounia Lalmas . 2011. Aggregated search . In Advanced Topics in Information Retrieval . Springer , 109--123. Mounia Lalmas. 2011. Aggregated search. In Advanced Topics in Information Retrieval. Springer, 109--123."},{"key":"e_1_3_2_1_16_1","first-page":"719","article-title":"Statistical aspects of the analysis of data from retrospective studies of disease","volume":"22","author":"Mantel Nathan","year":"1959","unstructured":"Nathan Mantel and William Haenszel . 1959 . Statistical aspects of the analysis of data from retrospective studies of disease . Journal of the National Cancer Institute , Vol. 22 , 4 (1959), 719 -- 748 . Nathan Mantel and William Haenszel. 1959. Statistical aspects of the analysis of data from retrospective studies of disease. Journal of the National Cancer Institute, Vol. 22, 4 (1959), 719--748.","journal-title":"Journal of the National Cancer Institute"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365961"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1871437.1871506"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963459"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939690"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/25.3-4.285"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1257\/aer.104.5.442"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20847-8_42"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775151"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939684"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219906"}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Virtual Event CA USA","acronym":"KDD '20","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 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403391","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403391","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:31:30Z","timestamp":1750195890000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403391"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":26,"alternative-id":["10.1145\/3394486.3403391","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403391","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}