{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T01:09:30Z","timestamp":1791421770225,"version":"4.3.3"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2013,3,17]],"date-time":"2013-03-17T00:00:00Z","timestamp":1363478400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2014,1]]},"DOI":"10.1007\/s10115-013-0623-0","type":"journal-article","created":{"date-parts":[[2013,3,16]],"date-time":"2013-03-16T03:38:13Z","timestamp":1363405093000},"page":"207-229","source":"Crossref","is-referenced-by-count":104,"title":["Clustering Web services to facilitate service discovery"],"prefix":"10.1007","volume":"38","author":[{"given":"Jian","family":"Wu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zibin","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael R.","family":"Lyu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhaohui","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2013,3,17]]},"reference":[{"key":"623_CR1","doi-asserted-by":"crossref","unstructured":"Al-Masri E, Mahmoud QH (2008) Investigating web services on the world wide web. In: Proceedings of international World Wide Web conference, pp 795\u2013804","DOI":"10.1145\/1367497.1367605"},{"key":"623_CR2","doi-asserted-by":"crossref","unstructured":"Nayak, Richi (2008) Data mining in web service discovery and monitoring. Int J Web Serv Res 5(1):62\u201380","DOI":"10.4018\/jwsr.2008010104"},{"key":"623_CR3","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1007\/978-3-540-30198-1_13","volume":"3261","author":"SY Lim","year":"2004","unstructured":"Lim SY, Song MH, Lee SJ (2004) The construction of domain ontology and its application to document retrieval. Lect Notes Comput Sci 3261:117\u2013127","journal-title":"Lect Notes Comput Sci"},{"key":"623_CR4","unstructured":"Elgazzar K, Hassan AE, Martin P (2009) Clustering wsdl documents to bootstrap the discovery of web services. In: Proceedings of international conference on Web services, pp 147\u2013154"},{"issue":"1","key":"623_CR5","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1504\/IJAOSE.2009.022944","volume":"3","author":"W Liu","year":"2009","unstructured":"Liu W, Wong W (2009) Web service clustering using text mining techniques. Int J Agent-Oriented Softw Eng 3(1):6\u201326","journal-title":"Int J Agent-Oriented Softw Eng"},{"key":"623_CR6","first-page":"157","volume":"497","author":"M Lipczak","year":"2009","unstructured":"Lipczak M, Hu Y, Kollet Y, Milios E (2009) Tag sources for recommendation in collaborative tagging systems. ECML PKDD Discov Chall 497:157\u2013172","journal-title":"ECML PKDD Discov Chall"},{"key":"623_CR7","unstructured":"Agrawal R, Srikant R (1994) Fast algorithms for mining association rules. In: Proceedings of international conference on very large data bases, pp 487\u2013499"},{"issue":"1","key":"623_CR8","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1007\/s10115-008-0143-5","volume":"19","author":"Z Wu","year":"2009","unstructured":"Wu Z, Deng S, Li Y, Wu J (2009) Computing compatibility in dynamic service composition. Int J Knowl Inf Syst 19(1):107\u2013129","journal-title":"Int J Knowl Inf Syst"},{"issue":"1","key":"623_CR9","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1007\/s10115-006-0045-3","volume":"12","author":"C Hu","year":"2007","unstructured":"Hu C, Zhu Y, Huai J, Liu Y, Ni LM (2007) S-club: an overlay-based efficient service discovery mechanism in crown grid. Int J Knowl Inf Syst 12(1):55\u201375","journal-title":"Int J Knowl Inf Syst"},{"issue":"3","key":"623_CR10","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1007\/s10115-006-0052-4","volume":"13","author":"QA Liang","year":"2007","unstructured":"Liang QA, Chung J-Y, Miller S (2007) Modeling semantics in composite web service requests by utility elicitation. Int J Knowl Inf Syst 13(3):367\u2013394","journal-title":"Int J Knowl Inf Syst"},{"key":"623_CR11","doi-asserted-by":"crossref","unstructured":"Wu J, Chen L, Xie Y, Zheng Z (2012) Titan: a system for effective web service discovery. In: Proceedings of international conference companion on World Wide Web, pp 441\u2013444","DOI":"10.1145\/2187980.2188069"},{"key":"623_CR12","unstructured":"Agarwal S, Studer R (2006) Automatic matchmaking of web services. In: Proceedings of international conference on Web services, pp 45\u201354"},{"key":"623_CR13","doi-asserted-by":"crossref","unstructured":"Klusch M, Fries B, Sycara K (2006) Automated semantic web service discovery with owls-mx. In: Proceedings of international conference on autonomous agents and multiagent systems, pp 915\u2013922","DOI":"10.1145\/1160633.1160796"},{"issue":"1","key":"623_CR14","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1007\/s00778-003-0117-x","volume":"14","author":"B Benatallah","year":"2005","unstructured":"Benatallah B, Hacid M, Leger A, Rey C, Toumani F (2005) On automating web services discovery. Int J Very Large Data Bases 14(1):84\u201396","journal-title":"Int J Very Large Data Bases"},{"key":"623_CR15","doi-asserted-by":"crossref","unstructured":"Zhang Y, Zheng Z, Lyu MR (2010) Wsexpress: a qos-aware search engine for web services. In: Proceedings of international conference on Web services, pp 91\u201398","DOI":"10.1109\/ICWS.2010.20"},{"key":"623_CR16","doi-asserted-by":"crossref","unstructured":"Dong X, Halevy A, Madhavan J, Nemes E, Zhang J (2004) Similarity search for web services. In: Proceedings of international conference on very large data bases, pp 372\u2013383","DOI":"10.1016\/B978-012088469-8.50035-8"},{"key":"623_CR17","doi-asserted-by":"crossref","unstructured":"Hu S, Muthusamy V, Li G, Jacobsen HA (2008) Distributed automatic service composition in large-scale systems. In: Proceedings of distributed event-based systems conference, pp 233\u2013244","DOI":"10.1145\/1385989.1386019"},{"key":"623_CR18","doi-asserted-by":"crossref","unstructured":"Liu F, Shi Y, Yu J, Wang T, Wu J (2010) Measuring similarity of web services based on wsdl. In: Proceedings of international conference on Web services, pp 155\u2013162","DOI":"10.1109\/ICWS.2010.67"},{"issue":"1","key":"623_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/844357.844360","volume":"4","author":"S Ran","year":"2003","unstructured":"Ran S (2003) A model for web services discovery with qos. ACM Sigecom Exch 4(1):1\u201310","journal-title":"ACM Sigecom Exch"},{"key":"623_CR20","unstructured":"Lara R, Corella MA, Castells P (2006) A flexible model for web service discovery. In: Proceedings of international conference on very large data bases"},{"key":"623_CR21","doi-asserted-by":"crossref","unstructured":"Zheng Z, Ma H, Lyu MR, King I (2009) Wsrec: a collaborative filtering based web service recommender system. In: Proceedings of international conference on Web services, pp 437\u2013444","DOI":"10.1109\/ICWS.2009.30"},{"issue":"2","key":"623_CR22","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1109\/TSC.2010.52","volume":"4","author":"Z Zheng","year":"2011","unstructured":"Zheng Z, Ma H, Lyu MR, King I (2011) Qos-aware web service recommendation by collaborative filtering. IEEE Trans Serv Comput 4(2):140\u2013152","journal-title":"IEEE Trans Serv Comput"},{"key":"623_CR23","doi-asserted-by":"crossref","unstructured":"Wu J, Chen L, Feng Y, Zheng Z, Zhou M, Wu Z (2013) Predicting quality of service for selection by neighborhood-based collaborative filtering. IEEE Trans Syst Man Cybern Part A 43(2):428\u2013439","DOI":"10.1109\/TSMCA.2012.2210409"},{"key":"623_CR24","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1007\/978-3-540-76292-8_41","volume":"4802","author":"Y Hao","year":"2007","unstructured":"Hao Y, Junliang C, Xiangwu M, Bingyu Q (2007) Dynamically traveling web service clustering based on spatial and temporal aspects. Lect Notes Comput Sci 4802:348\u2013357","journal-title":"Lect Notes Comput Sci"},{"issue":"3","key":"623_CR25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1552291.1552294","volume":"9","author":"C Platzer","year":"2009","unstructured":"Platzer C, Rosenberg F, Dustdar S (2009) Web service clustering using multidimensional angles as proximity measures. ACM Trans Intern Technol 9(3):1\u201326","journal-title":"ACM Trans Intern Technol"},{"issue":"4","key":"623_CR26","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1016\/j.is.2005.02.010","volume":"31","author":"D Bianchini","year":"2006","unstructured":"Bianchini D, Antonellis VD, Pernici B, Plebani P (2006) Ontology-based methodology for e-service discovery. ACM J Inf Syst 31(4):361\u2013380","journal-title":"ACM J Inf Syst"},{"issue":"8","key":"623_CR27","first-page":"1340","volume":"31","author":"P Sun","year":"2008","unstructured":"Sun P, Jiang C (2008) Using service clustering to facilitate process-oriented semantic web service discovery. Chin J Comput 31(8):1340\u20131353","journal-title":"Chin J Comput"},{"key":"623_CR28","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/978-3-642-15211-5_3","volume":"315","author":"CB Pop","year":"2010","unstructured":"Pop CB, Chifu VR, Salomie I, Dinsoreanu M, David T, Acretoaie V (2010) Semantic web service clustering for efficient discovery using an ant-based method. Stud Comput Intell 315:23\u201333","journal-title":"Stud Comput Intell"},{"key":"623_CR29","doi-asserted-by":"crossref","unstructured":"Dasgupta S, Bhat S, Lee Y (2010) Taxonomic clustering of web service for efficient discovery. In: Proceedings of international conference on information and, knowledge management, pp 1617\u20131620","DOI":"10.1145\/1871437.1871687"},{"key":"623_CR30","doi-asserted-by":"crossref","unstructured":"WeiLiu, Wong W (2008) Discovering homogeneous service communities through web service clustering. Serv Oriented Comput Agents Semant Eng 5006:69\u201382","DOI":"10.1007\/978-3-540-79968-9_6"},{"key":"623_CR31","doi-asserted-by":"crossref","unstructured":"Chen L, Hu L, Wu J, Zheng Z, Ying J, Li Y, Deng S (2011) Wtcluster: utilizing tags for web service clustering. In: Proceedings of international conference on service oriented, computing, pp 204\u2013218","DOI":"10.1007\/978-3-642-25535-9_14"},{"issue":"3","key":"623_CR32","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1108\/eb046814","volume":"14","author":"MF Porter","year":"1980","unstructured":"Porter MF (1980) An algorithm for suffix stripping. Program 14(3):130\u2013137","journal-title":"Program"},{"key":"623_CR33","unstructured":"Church K, Gale WA (1995) Inverse document frequency (idf): a measure of deviations from poisson. In: Proceedings of the ACL 3rd workshop on very large corpora, pp 121\u2013130"},{"issue":"3","key":"623_CR34","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1109\/TKDE.2007.48","volume":"19","author":"RL Cilibrasi","year":"2007","unstructured":"Cilibrasi RL, Vitnyi PMB (2007) The google similarity distance. IEEE Trans Knowl Data Eng 19(3):370\u2013383","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"623_CR35","volume-title":"Algorithms for clustering data","author":"A Jain","year":"1988","unstructured":"Jain A, Dubes R (1988) Algorithms for clustering data. Prentice Hall, New Jersey"},{"key":"623_CR36","unstructured":"MacQueen JB (1967) Some methods for classification and analysis of multivariate observations. In: Proceedings of the fifth symposium on math, statistics, and probability, pp 281\u2013297"},{"key":"623_CR37","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809071","volume-title":"Introduction to information retrieval","author":"CD Manning","year":"2008","unstructured":"Manning CD, Raghavan P, Schtze H (2008) Introduction to information retrieval. Cambridge University Press, Cambridge"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-013-0623-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-013-0623-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-013-0623-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,10]],"date-time":"2019-07-10T21:51:18Z","timestamp":1562795478000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-013-0623-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,3,17]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,1]]}},"alternative-id":["623"],"URL":"https:\/\/doi.org\/10.1007\/s10115-013-0623-0","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,3,17]]}}}