{"id":"https://openalex.org/W2891614139","doi":"https://doi.org/10.4018/ijwsr.2018100102","title":"Incorporating LDA With Word Embedding for Web Service Clustering","display_name":"Incorporating LDA With Word Embedding for Web Service Clustering","publication_year":2018,"publication_date":"2018-09-06","ids":{"openalex":"https://openalex.org/W2891614139","doi":"https://doi.org/10.4018/ijwsr.2018100102","mag":"2891614139"},"language":"en","primary_location":{"id":"doi:10.4018/ijwsr.2018100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwsr.2018100102","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/A5088389215","display_name":"Yi Zhao","orcid":"https://orcid.org/0000-0003-1664-8613"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Zhao","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329450","display_name":"Chong Wang","orcid":"https://orcid.org/0000-0002-6462-1522"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Wang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370411","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-1559-9314"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101887051","display_name":"Keqing He","orcid":"https://orcid.org/0000-0002-7554-3638"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keqing He","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088389215"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":2.8784,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92943944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"4","first_page":"29","last_page":"44"},"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":0.9781000018119812,"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/T11478","display_name":"Caching and Content Delivery","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8707600831985474},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7998977899551392},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.7520394325256348},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.6044073700904846},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5861427783966064},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.564795970916748},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4986424446105957},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.47673094272613525},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47651374340057373},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43665748834609985},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4215839207172394},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.3769662380218506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3223341107368469}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8707600831985474},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7998977899551392},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.7520394325256348},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.6044073700904846},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5861427783966064},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.564795970916748},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4986424446105957},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.47673094272613525},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47651374340057373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43665748834609985},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4215839207172394},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.3769662380218506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3223341107368469},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijwsr.2018100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijwsr.2018100102","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:15:y:2018:i:4:p:29-44","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJWSR.2018100102","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":"Industry, innovation and infrastructure","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W63252850","https://openalex.org/W66295247","https://openalex.org/W1495819482","https://openalex.org/W1566238377","https://openalex.org/W1602001453","https://openalex.org/W1973467201","https://openalex.org/W1978817381","https://openalex.org/W1998925362","https://openalex.org/W2001082470","https://openalex.org/W2013634258","https://openalex.org/W2030239032","https://openalex.org/W2050911218","https://openalex.org/W2055906546","https://openalex.org/W2067908221","https://openalex.org/W2069495730","https://openalex.org/W2073459066","https://openalex.org/W2074237560","https://openalex.org/W2076196860","https://openalex.org/W2078082214","https://openalex.org/W2106256275","https://openalex.org/W2131571251","https://openalex.org/W2139760555","https://openalex.org/W2146013510","https://openalex.org/W2501668156","https://openalex.org/W2519858585","https://openalex.org/W2554987092","https://openalex.org/W2607180559","https://openalex.org/W2611274474","https://openalex.org/W2624271802","https://openalex.org/W2754408789","https://openalex.org/W2793096616","https://openalex.org/W2794210286","https://openalex.org/W2799347433","https://openalex.org/W3101090957","https://openalex.org/W3101758008","https://openalex.org/W4213009331","https://openalex.org/W4237791300"],"related_works":["https://openalex.org/W2946409105","https://openalex.org/W3175524270","https://openalex.org/W3133567596","https://openalex.org/W4313247739","https://openalex.org/W2911251991","https://openalex.org/W3101154008","https://openalex.org/W2952874106","https://openalex.org/W3099354896","https://openalex.org/W4313384562","https://openalex.org/W2891550009"],"abstract_inverted_index":{"With":[0],"the":[1,8,23,50,100,107,120,127,143],"rapid":[2],"growth":[3],"of":[4,102,111],"web":[5,10,38,79,103],"services":[6,19],"on":[7,95,134,139],"internet,":[9],"service":[11,27,30,39,80,104,112],"discovery":[12],"has":[13],"become":[14],"a":[15,77,135],"hot":[16],"topic":[17],"in":[18,67],"computing.":[20],"Faced":[21],"with":[22,86],"heterogeneous":[24],"and":[25,41,71,123],"unstructured":[26],"descriptions,":[28],"many":[29,42],"clustering":[31,57,81,150],"approaches":[32,44,63],"have":[33,65],"been":[34],"proposed":[35,145],"to":[36,48,54,98,118],"promote":[37],"discovery,":[40],"other":[43],"leveraged":[45],"auxiliary":[46],"features":[47],"enhance":[49],"classical":[51,154],"LDA":[52,62,85,128],"model":[53],"achieve":[55,148],"better":[56,149],"performance.":[58],"However,":[59],"these":[60],"extended":[61],"still":[64],"limitations":[66],"processing":[68],"data":[69],"sparsity":[70],"noise":[72],"words.":[73],"This":[74],"article":[75],"proposes":[76],"novel":[78],"approach":[82,146],"by":[83,114],"incorporating":[84],"word":[87,96,121],"embedding,":[88],"which":[89],"leverages":[90],"relevant":[91,109],"words":[92,110],"obtained":[93],"based":[94],"embedding":[97],"improve":[99],"performance":[101,151],"clustering.":[105],"Especially,":[106],"semantically":[108],"keywords":[113],"Word2vec":[115],"were":[116],"used":[117],"train":[119],"embeddings":[122],"then":[124],"incorporated":[125],"into":[126],"training":[129],"process.":[130],"Finally,":[131],"experiments":[132],"conducted":[133],"real-world":[136],"dataset":[137],"published":[138],"ProgrammableWeb":[140],"show":[141],"that":[142],"authors'":[144],"can":[147],"than":[152],"several":[153],"approaches.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}