{"id":"https://openalex.org/W2328871504","doi":"https://doi.org/10.1109/tsc.2015.2415807","title":"Diversifying web service recommendation results via exploring service usage history","display_name":"Diversifying web service recommendation results via exploring service usage history","publication_year":2015,"publication_date":"2015-03-23","ids":{"openalex":"https://openalex.org/W2328871504","doi":"https://doi.org/10.1109/tsc.2015.2415807","mag":"2328871504"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2015.2415807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2015.2415807","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","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, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"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/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/A5112401099","display_name":"Xiaoqing Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoqing Liu","raw_affiliation_strings":["Department of Computer Science, Missouri University of Science and Technology, Rolla, MO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Missouri University of Science and Technology, Rolla, MO","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"last","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"]}],"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"],"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"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.1285,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.99232843,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"4","first_page":"566","last_page":"579"},"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":0.9990000128746033,"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":0.9990000128746033,"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":0.9980000257492065,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8253213763237},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.7742786407470703},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.7416625022888184},{"id":"https://openalex.org/keywords/ws-policy","display_name":"WS-Policy","score":0.6249748468399048},{"id":"https://openalex.org/keywords/web-standards","display_name":"Web standards","score":0.6084709167480469},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.5864446759223938},{"id":"https://openalex.org/keywords/data-web","display_name":"Data Web","score":0.5657057762145996},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.5148707628250122},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.5002787113189697},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.413551390171051},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.41321560740470886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8253213763237},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.7742786407470703},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.7416625022888184},{"id":"https://openalex.org/C190515685","wikidata":"https://www.wikidata.org/wiki/Q749179","display_name":"WS-Policy","level":5,"score":0.6249748468399048},{"id":"https://openalex.org/C182321512","wikidata":"https://www.wikidata.org/wiki/Q1153289","display_name":"Web standards","level":3,"score":0.6084709167480469},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.5864446759223938},{"id":"https://openalex.org/C162005631","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Data Web","level":3,"score":0.5657057762145996},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.5148707628250122},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.5002787113189697},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.413551390171051},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.41321560740470886}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2015.2415807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2015.2415807","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[{"id":"https://openalex.org/G2120554824","display_name":null,"funder_award_id":"NCET-10-0140","funder_id":"https://openalex.org/F4320334924","funder_display_name":"Program for New Century Excellent Talents in University"},{"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/G5070298223","display_name":"\u57fa\u4e8e\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u7684\u670d\u52a1\u53d1\u73b0\u5173\u952e\u6280\u672f\u7684\u7814\u7a76","funder_award_id":"61100054","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5594913164","display_name":"\u5de5\u4f5c\u6d41\u5b9e\u4f8b\u65b9\u9762\u7684\u6316\u6398\u4e0e\u4f18\u5316\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61272063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326692","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24"},{"id":"https://openalex.org/F4320334924","display_name":"Program for New Century Excellent Talents in University","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320335561","display_name":"Institute of Computing Technology, Chinese Academy of Sciences","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1546477643","https://openalex.org/W1680189815","https://openalex.org/W1774663064","https://openalex.org/W1963841648","https://openalex.org/W1966553486","https://openalex.org/W1967787801","https://openalex.org/W1969935536","https://openalex.org/W1990460906","https://openalex.org/W1993320088","https://openalex.org/W1996162665","https://openalex.org/W1996760769","https://openalex.org/W2008015434","https://openalex.org/W2019465190","https://openalex.org/W2024932032","https://openalex.org/W2025955234","https://openalex.org/W2026749761","https://openalex.org/W2030239032","https://openalex.org/W2042281163","https://openalex.org/W2044304528","https://openalex.org/W2045944223","https://openalex.org/W2049670925","https://openalex.org/W2050911218","https://openalex.org/W2052173011","https://openalex.org/W2059355583","https://openalex.org/W2064271966","https://openalex.org/W2072191819","https://openalex.org/W2086550423","https://openalex.org/W2091381870","https://openalex.org/W2099799055","https://openalex.org/W2104185402","https://openalex.org/W2106286524","https://openalex.org/W2110144438","https://openalex.org/W2110325612","https://openalex.org/W2111094216","https://openalex.org/W2117422216","https://openalex.org/W2123476762","https://openalex.org/W2127021547","https://openalex.org/W2132526688","https://openalex.org/W2138879393","https://openalex.org/W2140597141","https://openalex.org/W2143996311","https://openalex.org/W2144088685","https://openalex.org/W2144211451","https://openalex.org/W2144596953","https://openalex.org/W2146904571","https://openalex.org/W2147406357","https://openalex.org/W2155912844","https://openalex.org/W2158173746","https://openalex.org/W2162220364","https://openalex.org/W2164376763","https://openalex.org/W2170509630","https://openalex.org/W2182261282","https://openalex.org/W2950332743","https://openalex.org/W6632784049","https://openalex.org/W6663303266","https://openalex.org/W6666604719","https://openalex.org/W6668311342","https://openalex.org/W6675711644","https://openalex.org/W6676522543","https://openalex.org/W6681849132","https://openalex.org/W7019528040"],"related_works":["https://openalex.org/W2954487097","https://openalex.org/W2524454394","https://openalex.org/W3139873369","https://openalex.org/W2744329849","https://openalex.org/W2089259790","https://openalex.org/W4250414024","https://openalex.org/W2743230687","https://openalex.org/W2183634125","https://openalex.org/W2800499880","https://openalex.org/W3154702292"],"abstract_inverted_index":{"The":[0],"last":[1],"decade":[2],"has":[3,48],"witnessed":[4],"a":[5,12,73,104,115,123,130,187,234],"tremendous":[6],"growth":[7],"of":[8,31,35,50,65,138,166,252],"web":[9,32,40,54,66,90,110,125,142,150,158,167,188,197,205,212,225,237,244],"services":[10,91,111,151],"as":[11],"major":[13],"technology":[14],"for":[15,38],"sharing":[16],"data,":[17],"computing":[18],"resources,":[19],"and":[20,29,135,146,176,180,219],"programs":[21],"on":[22,60,141,149,192,216,233],"the":[23,26,157,193,211,224,250,253],"web.":[24],"With":[25],"increasing":[27],"adoption":[28],"presence":[30],"services,":[33],"design":[34],"novel":[36,124],"approaches":[37,57,86],"effective":[39],"service":[41,55,67,126,159,168,189,206,213,226,238,245],"recommendation":[42,56,85,116,127,246,254],"to":[43,72,94,209],"satisfy":[44],"users\u2019":[45],"potential":[46,132,177],"requirements":[47],"become":[49],"paramount":[51],"importance.":[52],"Existing":[53],"mainly":[58],"focus":[59],"predicting":[61],"missing":[62],"QoS":[63,133,147,182],"values":[64],"candidates":[68,169,214],"which":[69,97],"are":[70,92,152,230],"interesting":[71],"user":[74,139,178],"using":[75],"collaborative":[76],"filtering":[77],"approach,":[78,80],"content-based":[79],"or":[81,108],"their":[82,172,181,217],"hybrid.":[83],"These":[84],"assume":[87],"that":[88,241],"recommended":[89],"independent":[93],"each":[95],"other,":[96],"sometimes":[98],"may":[99,112],"not":[100],"be":[101],"true.":[102],"As":[103],"result,":[105],"many":[106],"similar":[107],"redundant":[109],"exist":[113],"in":[114],"list.":[117],"In":[118],"this":[119],"paper,":[120],"we":[121,163,200],"propose":[122],"approach":[128,247],"incorporating":[129],"user's":[131],"preferences":[134,148],"diversity":[136,220],"feature":[137],"interests":[140,145],"services.":[143,198],"User's":[144],"first":[153],"mined":[154],"by":[155,170],"exploring":[156],"usage":[160],"history.":[161],"Then":[162],"compute":[164],"scores":[165],"measuring":[171],"relevance":[173],"with":[174,257],"historical":[175],"interests,":[179],"utility.":[183],"We":[184],"also":[185],"construct":[186],"graph":[190],"based":[191,215,232],"functional":[194],"similarity":[195],"between":[196],"Finally,":[199],"present":[201],"an":[202],"innovative":[203],"diversity-aware":[204],"ranking":[207],"algorithm":[208],"rank":[210],"scores,":[218],"degrees":[221],"derived":[222],"from":[223],"graph.":[227],"Extensive":[228],"experiments":[229],"conducted":[231],"real":[235],"world":[236],"dataset,":[239],"indicating":[240],"our":[242],"proposed":[243],"significantly":[248],"improves":[249],"quality":[251],"results":[255],"compared":[256],"existing":[258],"methods.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}