{"id":"https://openalex.org/W2112490045","doi":"https://doi.org/10.1142/s0218843008001865","title":"EFFICIENT APPROACH FOR WEB SERVICES SELECTION WITH MULTI-QoS CONSTRAINTS","display_name":"EFFICIENT APPROACH FOR WEB SERVICES SELECTION WITH MULTI-QoS CONSTRAINTS","publication_year":2008,"publication_date":"2008-08-14","ids":{"openalex":"https://openalex.org/W2112490045","doi":"https://doi.org/10.1142/s0218843008001865","mag":"2112490045"},"language":"en","primary_location":{"id":"doi:10.1142/s0218843008001865","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218843008001865","pdf_url":null,"source":{"id":"https://openalex.org/S17147961","display_name":"International Journal of Cooperative Information Systems","issn_l":"0218-8430","issn":["0218-8430","1793-6365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cooperative Information Systems","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/A5087767046","display_name":"Tao Huang","orcid":"https://orcid.org/0000-0002-3545-1122"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"TAO HUANG","raw_affiliation_strings":["Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, P. O. Box 8718, Beijing 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, P. O. Box 8718, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440326","display_name":"Lei Li","orcid":"https://orcid.org/0000-0002-5374-7293"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LEI LI","raw_affiliation_strings":["Department of Computer Science and Technology, University of Science and Technology of China, P. O. Box 8718, Beijing 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, University of Science and Technology of China, P. O. Box 8718, Beijing 100190, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037779332","display_name":"Jun Wei","orcid":"https://orcid.org/0000-0002-1028-8509"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JUN WEI","raw_affiliation_strings":["Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, P. O. Box 8718, Beijing 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, P. O. Box 8718, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3306,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89758181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":"03","first_page":"349","last_page":"371"},"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":1.0,"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":1.0,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9736999869346619,"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.9573000073432922,"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":0.8530570268630981},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.7543309926986694},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7181413173675537},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6788849830627441},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5747222900390625},{"id":"https://openalex.org/keywords/time-complexity","display_name":"Time complexity","score":0.5031234622001648},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4892544746398926},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48347312211990356},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.46646273136138916},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.4470866024494171},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4188879728317261},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33993440866470337},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22949761152267456},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20297124981880188},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19714900851249695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1769123673439026},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14820024371147156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10294795036315918}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530570268630981},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.7543309926986694},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7181413173675537},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6788849830627441},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5747222900390625},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.5031234622001648},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4892544746398926},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48347312211990356},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.46646273136138916},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.4470866024494171},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4188879728317261},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33993440866470337},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22949761152267456},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20297124981880188},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19714900851249695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1769123673439026},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14820024371147156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10294795036315918},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218843008001865","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218843008001865","pdf_url":null,"source":{"id":"https://openalex.org/S17147961","display_name":"International Journal of Cooperative Information Systems","issn_l":"0218-8430","issn":["0218-8430","1793-6365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cooperative Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2099860216","https://openalex.org/W2130202407","https://openalex.org/W2141880113","https://openalex.org/W2143515721","https://openalex.org/W2475734024","https://openalex.org/W4234482043","https://openalex.org/W4255738889","https://openalex.org/W4286431302"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W2401723157","https://openalex.org/W2952904874","https://openalex.org/W4297690216","https://openalex.org/W1589381382","https://openalex.org/W961142965"],"abstract_inverted_index":{"With":[0],"the":[1,12,130,147,183,188],"increasing":[2],"number":[3],"of":[4,15,72,138],"Web":[5,17,48,118,169],"Services":[6,49,119,170],"with":[7,51,77,87,172],"similar":[8],"or":[9,52],"identical":[10],"functionality,":[11],"non-functional":[13],"properties":[14],"a":[16,26,40,56,112,122,135,155,163],"Service":[18],"will":[19],"become":[20],"more":[21,23],"and":[22,74,79,175],"important.":[24],"Hence,":[25],"choice":[27],"needs":[28],"to":[29,32,37,85,128,145,161],"be":[30,64,100],"made":[31],"determine":[33],"which":[34],"services":[35,140],"are":[36,141],"participate":[38],"in":[39,67,105,143],"given":[41],"composite":[42],"service.":[43],"In":[44,107],"general,":[45],"multi-QoS":[46,116,167],"constrained":[47,117,168],"composition,":[50],"without":[53],"optimization,":[54],"is":[55,158],"NP-complete":[57],"problem":[58],"on":[59,151],"computational":[60,96],"complexity":[61],"that":[62,98,182],"cannot":[63,99],"exactly":[65],"solved":[66],"polynomial":[68],"time.":[69],"A":[70],"lot":[71],"heuristics":[73],"approximation":[75],"algorithms":[76],"polynomial-":[78],"pseudo-polynomial-time":[80],"complexities":[81,97],"have":[82],"been":[83],"designed":[84],"deal":[86],"this":[88,108],"problem.":[89],"However,":[90],"these":[91,152],"approaches":[92],"suffer":[93],"from":[94],"excessive":[95],"used":[101],"for":[102,115,166],"service":[103],"composition":[104],"runtime.":[106],"paper,":[109],"we":[110],"propose":[111],"efficient":[113],"approach":[114,185],"selection.":[120],"Firstly,":[121],"user":[123],"preference":[124],"model":[125,137],"was":[126],"proposed":[127,160,184],"collect":[129],"user's":[131],"preference.":[132],"And":[133],"then,":[134],"correlation":[136],"candidate":[139],"established":[142],"order":[144],"reduce":[146],"search":[148],"space.":[149],"Based":[150],"two":[153],"model,":[154],"heuristic":[156],"algorithm":[157],"then":[159],"find":[162],"feasible":[164],"solution":[165],"selection":[171],"high":[173,176],"performance":[174],"precision.":[177],"The":[178],"experimental":[179],"results":[180],"show":[181],"can":[186],"achieve":[187],"expecting":[189],"goal.":[190]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
