{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,7]],"date-time":"2025-12-07T13:08:15Z","timestamp":1765112895815,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/bigdata47090.2019.9005598","type":"proceedings-article","created":{"date-parts":[[2020,2,25]],"date-time":"2020-02-25T06:05:34Z","timestamp":1582610734000},"page":"1887-1896","source":"Crossref","is-referenced-by-count":7,"title":["A Dynamic Neural Network Model for Click-Through Rate Prediction in Real-Time Bidding"],"prefix":"10.1109","author":[{"given":"Xianshan","family":"Qu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rui","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Ge","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soo-Hyun","family":"Choi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Meet horovod: Uber&#x2019;s open source distributed deep learning framework for tensorflow","year":"2017","author":"sergeev","key":"ref31"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc of the Int Conf on Learning Representations (ICLR)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219950"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220014"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219965"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186040"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2010002"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959134"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331268"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/239"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2168752.2168771"},{"journal-title":"Amazon EC2 Instance Types","year":"2019","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/319"},{"key":"ref27","article-title":"Contextual lstm (clstm) models for large scale nlp tasks","author":"ghosh","year":"2016","journal-title":"arXiv preprint arXiv 1602 00377"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219823"},{"key":"ref6","first-page":"2137","article-title":"Discriminative learning covariate shift","volume":"10","author":"bickel","year":"2009","journal-title":"J Machine Learning Research (JMLR)"},{"key":"ref29","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"2010","journal-title":"Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AISTATS)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015941"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/3233770","article-title":"Product-based neural networks for user response prediction over multi-field categorical data","volume":"37","author":"qu","year":"2019","journal-title":"ACM Transactions on Information Systems (TOIS)"},{"key":"ref7","article-title":"Deep learning over multi-field categorical data: A case study on user response prediction","author":"zhang","year":"2016","journal-title":"Proc of the European Conference on Information Retrieval (ECIR"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939704"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"journal-title":"Real-time bidding market by auction type ad format application device region&#x2013;global forecast to 2024","year":"2019","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080777"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132868"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/435"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3191526"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2648584.2648589"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1561\/1500000049"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401969"}],"event":{"name":"2019 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2019,12,9]]},"location":"Los Angeles, CA, USA","end":{"date-parts":[[2019,12,12]]}},"container-title":["2019 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8986695\/9005444\/09005598.pdf?arnumber=9005598","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:47:57Z","timestamp":1658094477000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9005598\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/bigdata47090.2019.9005598","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}