{"id":"https://openalex.org/W2085089413","doi":"https://doi.org/10.4018/ijwsr.2014040102","title":"Web Service Clustering using a Hybrid Term-Similarity Measure with Ontology Learning","display_name":"Web Service Clustering using a Hybrid Term-Similarity Measure with Ontology Learning","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2085089413","doi":"https://doi.org/10.4018/ijwsr.2014040102","mag":"2085089413"},"language":"en","primary_location":{"id":"doi:10.4018/ijwsr.2014040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwsr.2014040102","pdf_url":null,"source":{"id":"https://openalex.org/S119470311","display_name":"International Journal of Web Services Research","issn_l":"1545-7362","issn":["1545-7362","1546-5004"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Services Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084830184","display_name":"Banage T. G. S. Kumara","orcid":"https://orcid.org/0000-0003-3941-2275"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Banage T. G. S. Kumara","raw_affiliation_strings":["School of Computer Science and Engineering, University of Aizu, Aizu-Wakamatsu, Japan","School of Computer Science and Engineering, University of Aizu, Aizu-wakamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Aizu, Aizu-Wakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of Aizu, Aizu-wakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071160608","display_name":"Incheon Paik","orcid":"https://orcid.org/0000-0002-7554-8180"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Incheon Paik","raw_affiliation_strings":["School of Computer Science and Engineering, University of Aizu, Aizu-Wakamatsu,Japan","School of Computer Science and Engineering, University of Aizu, Aizu-wakamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Aizu, Aizu-Wakamatsu,Japan","institution_ids":["https://openalex.org/I141591182"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of Aizu, Aizu-wakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066482792","display_name":"Wuhui Chen","orcid":"https://orcid.org/0000-0003-4430-7904"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Wuhui Chen","raw_affiliation_strings":["School of Computer Science and Engineering, University of Aizu, Aizu-Wakamatsu, Japan","School of Computer Science and Engineering, University of Aizu, Aizu-wakamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Aizu, Aizu-Wakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of Aizu, Aizu-wakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043932631","display_name":"Keun Ho Ryu","orcid":"https://orcid.org/0000-0003-0394-9054"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keun Ho Ryu","raw_affiliation_strings":["School of Electrical and Computer Engineering, Chungbuk National University, Cheongju, South Korea","(School of Electrical and Computer Engineering, Chungbuk National University, Cheongju, South Korea)"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Chungbuk National University, Cheongju, South Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"(School of Electrical and Computer Engineering, Chungbuk National University, Cheongju, South Korea)","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084830184"],"corresponding_institution_ids":["https://openalex.org/I141591182"],"apc_list":null,"apc_paid":null,"fwci":11.0446,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.98040992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"24","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8682024478912354},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.7401982545852661},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7366876602172852},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6851713061332703},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6508373022079468},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5313665866851807},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.46935921907424927},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4486626386642456},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.4370865821838379},{"id":"https://openalex.org/keywords/owl-s","display_name":"OWL-S","score":0.41583746671676636},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.39667993783950806},{"id":"https://openalex.org/keywords/semantic-web-stack","display_name":"Semantic Web Stack","score":0.37080907821655273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28484636545181274}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8682024478912354},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.7401982545852661},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7366876602172852},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6851713061332703},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6508373022079468},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5313665866851807},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.46935921907424927},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4486626386642456},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.4370865821838379},{"id":"https://openalex.org/C50382505","wikidata":"https://www.wikidata.org/wiki/Q2553356","display_name":"OWL-S","level":4,"score":0.41583746671676636},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.39667993783950806},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.37080907821655273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28484636545181274},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijwsr.2014040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwsr.2014040102","pdf_url":null,"source":{"id":"https://openalex.org/S119470311","display_name":"International Journal of Web Services Research","issn_l":"1545-7362","issn":["1545-7362","1546-5004"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Services Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jwsr00:v:11:y:2014:i:2:p:24-45","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijwsr.2014040102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1488751160","https://openalex.org/W1993332216","https://openalex.org/W2012644572","https://openalex.org/W2014621446","https://openalex.org/W2023794939","https://openalex.org/W2031704830","https://openalex.org/W2037676944","https://openalex.org/W2053921957","https://openalex.org/W2069495730","https://openalex.org/W2097138610","https://openalex.org/W2097594735","https://openalex.org/W2118854604","https://openalex.org/W2146013510","https://openalex.org/W2149393279","https://openalex.org/W2152361608","https://openalex.org/W2156624746","https://openalex.org/W2157206461","https://openalex.org/W2158436139","https://openalex.org/W2159540907","https://openalex.org/W2164376763","https://openalex.org/W2547267022","https://openalex.org/W3216404684"],"related_works":["https://openalex.org/W2366430559","https://openalex.org/W2370680756","https://openalex.org/W2349698472","https://openalex.org/W1585941060","https://openalex.org/W2393349718","https://openalex.org/W2357001876","https://openalex.org/W4241207218","https://openalex.org/W2362529750","https://openalex.org/W2367015831","https://openalex.org/W2209613360"],"abstract_inverted_index":{"Clustering":[0],"Web":[1],"services":[2],"into":[3],"functionally":[4],"similar":[5],"clusters":[6],"is":[7,20,102],"a":[8,55,66],"very":[9],"efficient":[10],"approach":[11,113,138],"to":[12,73,114],"service":[13,121,130],"discovery.":[14],"A":[15],"principal":[16],"issue":[17,101],"for":[18],"clustering":[19],"computing":[21],"the":[22,63,77,89,104,116,146],"semantic":[23,48,52,79],"similarity":[24,87,122],"between":[25],"services.":[26],"Current":[27],"approaches":[28,42],"use":[29],"similarity-distance":[30],"measurement":[31],"methods":[32],"such":[33],"as":[34],"keyword,":[35],"information-retrieval":[36],"or":[37],"ontology":[38,71,91],"based":[39],"methods.":[40],"These":[41],"have":[43],"problems":[44],"that":[45,68,135],"include":[46],"discovering":[47],"characteristics,":[49],"loss":[50],"of":[51,57,129,149],"information":[53],"and":[54],"shortage":[56],"high-quality":[58],"ontologies.":[59],"In":[60],"this":[61],"paper,":[62],"authors":[64],"present":[65],"method":[67],"first":[69],"adopts":[70],"learning":[72],"generate":[74],"ontologies":[75],"via":[76],"hidden":[78],"patterns":[80],"existing":[81,141],"within":[82],"complex":[83],"terms.":[84],"If":[85],"calculating":[86],"using":[88],"generated":[90],"fails,":[92],"it":[93],"then":[94],"applies":[95],"an":[96,112],"information-retrieval-based":[97],"method.":[98],"Another":[99],"important":[100],"identifying":[103,115],"most":[105],"suitable":[106],"cluster":[107,117],"representative.":[108],"This":[109],"paper":[110],"proposes":[111],"center":[118],"by":[119],"combining":[120],"with":[123],"term":[124],"frequency\u2013inverse":[125],"document":[126],"frequency":[127],"values":[128],"names.":[131],"Experimental":[132],"results":[133],"show":[134],"our":[136,150],"term-similarity":[137],"outperforms":[139],"comparable":[140],"approaches.":[142],"They":[143],"also":[144],"demonstrate":[145],"positive":[147],"effects":[148],"cluster-center":[151],"identification":[152],"approach.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
