{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T06:06:42Z","timestamp":1729663602753,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1109\/uemcon.2016.7777818","type":"proceedings-article","created":{"date-parts":[[2016,12,12]],"date-time":"2016-12-12T20:35:39Z","timestamp":1481574939000},"page":"1-7","source":"Crossref","is-referenced-by-count":2,"title":["Expectation-maximization algorithm for topic modeling on big data streams"],"prefix":"10.1109","author":[{"given":"Walisa","family":"Romsaiyud","sequence":"first","affiliation":[]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1109\/TKDE.2011.188"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1109\/MCI.2013.2291689"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"458","DOI":"10.1198\/jasa.2009.ap08497","article-title":"Dynamic Nonparametric Bayesian Models for Analysis of Music","volume":"105","author":"lu","year":"2010","journal-title":"J American Statistical Association"},{"key":"ref13","first-page":"73","article-title":"A Novel Online Event Analysis Framework for Micro-blog Based on Incremental Topic Modeling","author":"huifang","year":"2012","journal-title":"Proceedings of Software Engineering Artificial Intelligence Networking and Parallel\/ Distributed Computing"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1109\/ICSEC.2014.6978204"},{"year":"2012","author":"murphy","article-title":"Marchine Learning: A Probabilistic Perspective","key":"ref15"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1109\/TKDE.2015.2492565"},{"key":"ref17","first-page":"295","article-title":"EM-LDA model of user behavior detectionfor energy efficiency","author":"zhao","year":"2014","journal-title":"System Science and Engineering (ICSSE)"},{"key":"ref18","first-page":"611","article-title":"Online EM for unsupervised models","author":"lian","year":"2009","journal-title":"Proc Annu Conf North Amer Ch Assoc Comput Linguistics"},{"key":"ref19","first-page":"166","article-title":"Performance Predicion for Apache Spark Platform","author":"wang","year":"2015","journal-title":"Embedded Software and Systems"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1109\/TPAMI.2012.185","article-title":"Learning Topic Models by Belief Propagation","volume":"35","author":"jia","year":"2013","journal-title":"IEEE Trans on Pattern Analysis and Machine Intelligence"},{"key":"ref3","first-page":"2655","article-title":"Latent Dirichlet Allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1109\/MSP.2010.938079"},{"key":"ref5","first-page":"1","article-title":"Topicmodels: An R Package for Fitting Topic Models","volume":"40","author":"bettina","year":"2011","journal-title":"J Statistical Software"},{"key":"ref8","first-page":"1","article-title":"TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling","volume":"23","author":"brynjar","year":"2012","journal-title":"ACM Transactions on Intelligent Systemsand Technology"},{"key":"ref7","first-page":"1513","article-title":"Topic-Dependent-Class-Based n-Gram Language Model","volume":"30","author":"welly","year":"2012","journal-title":"IEEE Trans on Audio Speech and Language Processing"},{"key":"ref2","article-title":"Data Mining Concepts and Techniques","author":"han","year":"2006","journal-title":"Elsevier Inc"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1002\/9780470689646"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1145\/1143844.1143859"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/BigDataService.2016.34"},{"key":"ref21","first-page":"1","article-title":"In-memory Parallel Processing of Massive Remotely Snesed Data Using an Apache Spark on Hadoop YARN Model","author":"huang","year":"2016","journal-title":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"}],"event":{"name":"2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","start":{"date-parts":[[2016,10,20]]},"location":"New York City, NY, USA","end":{"date-parts":[[2016,10,22]]}},"container-title":["2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7763653\/7777798\/07777818.pdf?arnumber=7777818","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T01:46:55Z","timestamp":1498355215000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7777818\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/uemcon.2016.7777818","relation":{},"subject":[],"published":{"date-parts":[[2016,10]]}}}