{"id":"https://openalex.org/W2215176159","doi":"https://doi.org/10.1109/tnsm.2015.2499265","title":"An Effective Web Service Ranking Method via Exploring User Behavior","display_name":"An Effective Web Service Ranking Method via Exploring User Behavior","publication_year":2015,"publication_date":"2015-11-09","ids":{"openalex":"https://openalex.org/W2215176159","doi":"https://doi.org/10.1109/tnsm.2015.2499265","mag":"2215176159"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2015.2499265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2015.2499265","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","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/A5046929741","display_name":"Guosheng Kang","orcid":"https://orcid.org/0000-0003-1275-5921"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guosheng Kang","raw_affiliation_strings":["School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100744755","display_name":"Jianxun Liu","orcid":"https://orcid.org/0000-0003-0722-152X"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxun Liu","raw_affiliation_strings":["Department of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021069959","display_name":"Mingdong Tang","orcid":"https://orcid.org/0000-0001-6010-2955"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingdong Tang","raw_affiliation_strings":["Department of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045361791","display_name":"Buqing Cao","orcid":"https://orcid.org/0000-0003-0009-8020"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]},{"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":"Buqing Cao","raw_affiliation_strings":["Department of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064779937","display_name":"Yu Xu","orcid":"https://orcid.org/0000-0002-7304-5045"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Yu Xu","raw_affiliation_strings":["School of Computer Science, Trinity College Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Trinity College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4379,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9152872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"4","first_page":"554","last_page":"564"},"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":0.9987999796867371,"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":0.9987999796867371,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.996999979019165,"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/T11478","display_name":"Caching and Content Delivery","score":0.9965000152587891,"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":0.8589979410171509},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.7588245272636414},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6645928025245667},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5284533500671387},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5128191113471985},{"id":"https://openalex.org/keywords/ws-policy","display_name":"WS-Policy","score":0.4998757839202881},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.4581770598888397},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4459456205368042},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4304865598678589},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.41659197211265564},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3754410147666931},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.23230791091918945},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.1931169033050537},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12738144397735596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.053239792585372925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8589979410171509},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.7588245272636414},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6645928025245667},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5284533500671387},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5128191113471985},{"id":"https://openalex.org/C190515685","wikidata":"https://www.wikidata.org/wiki/Q749179","display_name":"WS-Policy","level":5,"score":0.4998757839202881},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.4581770598888397},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4459456205368042},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4304865598678589},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.41659197211265564},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3754410147666931},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.23230791091918945},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.1931169033050537},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12738144397735596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.053239792585372925},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2015.2499265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2015.2499265","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G2469231395","display_name":null,"funder_award_id":"61402168","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7903698302","display_name":"\u5f02\u6784\u670d\u52a1\u751f\u6001\u7f51\u7edc\u7684\u6316\u6398\u5206\u6790\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"61572186","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8059974827","display_name":"\u9690\u79c1\u654f\u611f\u7684\u670d\u52a1\u9009\u62e9\u4e0e\u7ec4\u5408\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61572187","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8758897139","display_name":"Centre for Next Generation Localisation (CNGL) II","funder_award_id":"12/CE/I2267","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W66295247","https://openalex.org/W1532325895","https://openalex.org/W1969935536","https://openalex.org/W1996162665","https://openalex.org/W2008015434","https://openalex.org/W2014318101","https://openalex.org/W2026749761","https://openalex.org/W2030239032","https://openalex.org/W2045944223","https://openalex.org/W2051834357","https://openalex.org/W2069870183","https://openalex.org/W2072191819","https://openalex.org/W2091381870","https://openalex.org/W2094803553","https://openalex.org/W2100359483","https://openalex.org/W2104185402","https://openalex.org/W2104502275","https://openalex.org/W2106286524","https://openalex.org/W2123476762","https://openalex.org/W2127021547","https://openalex.org/W2132526688","https://openalex.org/W2140597141","https://openalex.org/W2144088685","https://openalex.org/W2144596953","https://openalex.org/W2146579047","https://openalex.org/W2146904571","https://openalex.org/W2162220364","https://openalex.org/W2164376763","https://openalex.org/W2170509630","https://openalex.org/W2182261282","https://openalex.org/W2328871504","https://openalex.org/W4213009331","https://openalex.org/W6668311342","https://openalex.org/W6675711644","https://openalex.org/W6681849132","https://openalex.org/W6684681433","https://openalex.org/W6686260710"],"related_works":["https://openalex.org/W1492751213","https://openalex.org/W1501569591","https://openalex.org/W2011932101","https://openalex.org/W3139770152","https://openalex.org/W187706589","https://openalex.org/W2152443496","https://openalex.org/W158536397","https://openalex.org/W2064213895","https://openalex.org/W2007743900","https://openalex.org/W2150333190"],"abstract_inverted_index":{"Service-oriented":[0],"computing":[1],"and":[2,8,26,38,59,87,106,112,126,146],"Web":[3,16,24,29,41,52,69,120,135,161,195],"services":[4,25,30],"are":[5,90,129,152,188],"becoming":[6],"more":[7,9,45],"popular,":[10],"enabling":[11],"organizations":[12],"to":[13,47,92,182],"use":[14],"the":[15,35,49,80,85,94,133,140,155,202,206,210],"as":[17],"a":[18,168,192],"market":[19],"for":[20,132,154],"selling":[21],"their":[22],"own":[23],"consuming":[27],"existing":[28,207],"from":[31],"others.":[32],"Nevertheless,":[33],"with":[34],"increasing":[36],"adoption":[37],"presence":[39],"of":[40,119,142,148],"services,":[42],"it":[43],"becomes":[44],"difficult":[46],"find":[48],"most":[50],"appropriate":[51],"service":[53,70,136,162,196],"that":[54,201],"satisfies":[55],"both":[56],"users'":[57],"functional":[58,110],"nonfunctional":[60],"requirements.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65],"propose":[66,178],"an":[67],"effective":[68,179],"ranking":[71,163],"approach":[72,204,208],"based":[73,124,172,190],"on":[74,173,191,209],"collaborative":[75],"filtering":[76],"(CF)":[77],"by":[78,166],"exploring":[79],"user":[81,96,99],"behavior,":[82],"in":[83],"which":[84],"invocation":[86],"query":[88,111],"history":[89],"used":[91],"infer":[93],"potential":[95],"behavior.":[97],"CF-based":[98],"similarity":[100],"is":[101,164],"calculated":[102,153],"through":[103],"similar":[104,107],"invocations":[105],"queries":[108],"(including":[109],"QoS":[113,127],"query)":[114],"between":[115],"users.":[116],"Three":[117],"aspects":[118],"services-functional":[121],"relevance,":[122],"CF":[123],"score,":[125],"utility,":[128],"all":[130],"considered":[131],"final":[134,160],"ranking.":[137],"To":[138],"avoid":[139],"impact":[141],"different":[143],"units,":[144],"range,":[145],"distribution":[147],"variables,":[149],"three":[150,156],"ranks":[151],"factors":[157],"respectively.":[158],"The":[159],"obtained":[165],"using":[167],"rank":[169,174,211],"aggregation":[170],"method":[171],"positions.":[175],"We":[176],"also":[177],"evaluation":[180],"metrics":[181],"evaluate":[183],"our":[184],"approach.":[185],"Large-scale":[186],"experiments":[187],"conducted":[189],"real":[193],"world":[194],"dataset.":[197],"Experimental":[198],"results":[199],"show":[200],"proposed":[203],"outperforms":[205],"performance.":[212]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}