{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T06:34:31Z","timestamp":1773902071271,"version":"3.50.1"},"reference-count":38,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/bigdata.2016.7840810","type":"proceedings-article","created":{"date-parts":[[2017,2,7]],"date-time":"2017-02-07T21:46:59Z","timestamp":1486504019000},"page":"1901-1910","source":"Crossref","is-referenced-by-count":32,"title":["Solving cold-start problem in large-scale recommendation engines: A deep learning approach"],"prefix":"10.1109","author":[{"given":"Jianbo","family":"Yuan","sequence":"first","affiliation":[]},{"given":"Walid","family":"Shalaby","sequence":"additional","affiliation":[]},{"given":"Mohammed","family":"Korayem","sequence":"additional","affiliation":[]},{"given":"David","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Khalifeh","family":"AlJadda","sequence":"additional","affiliation":[]},{"given":"Jiebo","family":"Luo","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref38","first-page":"45","article-title":"Software Framework for Topic Modelling with Large Corpora","author":"rehufek","year":"2010","journal-title":"Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks"},{"key":"ref33","first-page":"384","article-title":"Word representations: a simple and general method for semi-supervised learning","author":"turian","year":"2010","journal-title":"Proceedings annual meeting of the Association for Computational Linguistics"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3_3"},{"key":"ref31","first-page":"1265","article-title":"An mdp-based recommender system","volume":"6","author":"shani","year":"2005","journal-title":"Journal of Machine Learning Research"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-003-0123-8"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2015.7363877"},{"key":"ref36","article-title":"A neural knowledge language model","author":"ahn","year":"2016","journal-title":"arXiv preprint arXiv 1608 00318"},{"key":"ref35","first-page":"142","article-title":"Learning word vectors for sentiment analysis","volume":"1","author":"maas","year":"2011","journal-title":"The 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies"},{"key":"ref34","first-page":"993","article-title":"Latent dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"The Journal of Machine Learning Research"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645751"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/564376.564421"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2508071"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2011.07.021"},{"key":"ref14","first-page":"86","article-title":"Combining content and collaboration in text filtering","volume":"99","author":"soboroff","year":"1999","journal-title":"Proceedings of the IJCAI"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","article-title":"Indexing by latent semantic analysis","volume":"41","author":"scott","year":"1990","journal-title":"Journal of the American Society for Information Science"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/192844.192905"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245126"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963776"},{"key":"ref28","first-page":"337","article-title":"Large-scale parallel collaborative filtering for the netflix prize","author":"zhou","year":"2008","journal-title":"International Conference on Algorithmic Applications in Management"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"ref27","first-page":"46","article-title":"Learning collaborative information filters","volume":"98","author":"billsus","year":"1998","journal-title":"ICML"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_10"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3_4"},{"key":"ref8","first-page":"1188","article-title":"Distributed representations of sentences and documents","volume":"14","author":"le","year":"2014","journal-title":"ICML"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6_4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2015.03.008"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.03.012"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"ref22","first-page":"679","article-title":"Collaborative filtering with the simple bayesian classifier","author":"miyahara","year":"2000","journal-title":"Pacific Rim International Conference on Artificial Intelligence"},{"key":"ref21","first-page":"43","article-title":"Empirical analysis of predictive algorithms for collaborative filtering","author":"breese","year":"1998","journal-title":"Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence"},{"key":"ref24","first-page":"114","article-title":"Clustering methods for collaborative filtering","volume":"1","author":"ungar","year":"1998","journal-title":"AAAI Workshop on Recommendation Systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2006.41"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963774"},{"key":"ref25","first-page":"141","article-title":"Rectree: An efficient collaborative filtering method","author":"han","year":"2001","journal-title":"International Conference on Data Warehousing and Knowledge Discovery"}],"event":{"name":"2016 IEEE International Conference on Big Data (Big Data)","location":"Washington DC,USA","start":{"date-parts":[[2016,12,5]]},"end":{"date-parts":[[2016,12,8]]}},"container-title":["2016 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7818133\/7840573\/07840810.pdf?arnumber=7840810","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,18]],"date-time":"2019-09-18T11:18:47Z","timestamp":1568805527000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7840810\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2016.7840810","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}