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This article proposes a novel web service clustering approach by incorporating LDA with word embedding, which leverages relevant words obtained based on word embedding to improve the performance of web service clustering. Especially, the semantically relevant words of service keywords by Word2vec were used to train the word embeddings and then incorporated into the LDA training process. Finally, experiments conducted on a real-world dataset published on ProgrammableWeb show that the authors' proposed approach can achieve better clustering performance than several classical approaches.<\/jats:p>","DOI":"10.4018\/ijwsr.2018100102","type":"journal-article","created":{"date-parts":[[2018,9,6]],"date-time":"2018-09-06T15:24:26Z","timestamp":1536247466000},"page":"29-44","source":"Crossref","is-referenced-by-count":19,"title":["Incorporating LDA With Word Embedding for Web Service Clustering"],"prefix":"10.4018","volume":"15","author":[{"given":"Yi","family":"Zhao","sequence":"first","affiliation":[{"name":"School of Computer Science, Wuhan University, Wuhan, China"}]},{"given":"Chong","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Wuhan University, Wuhan, China"}]},{"given":"Jian","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Wuhan University, Wuhan, China"}]},{"given":"Keqing","family":"He","sequence":"additional","affiliation":[{"name":"School of Computer Science, Wuhan University, Wuhan, China"}]}],"member":"2432","reference":[{"key":"IJWSR.2018100102-0","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367605"},{"key":"IJWSR.2018100102-1","first-page":"1027","article-title":"k-means++: the advantages of careful seeding.","author":"D.Arthur","year":"2007","journal-title":"Eighteenth Acm-Siam Symposium on Discrete Algorithms"},{"key":"IJWSR.2018100102-2","doi-asserted-by":"publisher","DOI":"10.5121\/ijwsc.2013.4101"},{"key":"IJWSR.2018100102-3","doi-asserted-by":"publisher","DOI":"10.1162\/jmlr.2003.3.4-5.993"},{"key":"IJWSR.2018100102-4","doi-asserted-by":"publisher","DOI":"10.14716\/ijtech.v7i5.3546"},{"key":"IJWSR.2018100102-5","doi-asserted-by":"publisher","DOI":"10.4018\/IJWSR.2018040101"},{"key":"IJWSR.2018100102-6","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2017.05.001"},{"key":"IJWSR.2018100102-7","author":"E.Cerami","year":"2002","journal-title":"Web Services Essentials-Distributed Applications with XML-RPC. 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