{"id":"https://openalex.org/W1566470772","doi":"https://doi.org/10.1109/icws.2015.19","title":"Heuristic Based Time-Aware Service Selection Approach","display_name":"Heuristic Based Time-Aware Service Selection Approach","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1566470772","doi":"https://doi.org/10.1109/icws.2015.19","mag":"1566470772"},"language":"en","primary_location":{"id":"doi:10.1109/icws.2015.19","doi":"https://doi.org/10.1109/icws.2015.19","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icws.2015.19","pdf_url":null,"source":{"id":"https://openalex.org/S4363608934","display_name":"IEEE International Conference on Web Services (ICWS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Web Services","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01396981v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059322036","display_name":"Ikbel Guidara","orcid":"https://orcid.org/0000-0002-7782-8979","observed_orcids":["https://orcid.org/0000-0002-7782-8979"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Ikbel Guidara","raw_affiliation_strings":["CNRS LAAS, Toulouse, France","ReDCAD Laboratory, School of Engineers of Sfax B.P. 1173 3038 Sfax","Univ de Toulouse, INSA, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS LAAS, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903"]},{"raw_affiliation_string":"ReDCAD Laboratory, School of Engineers of Sfax B.P. 1173 3038 Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Univ de Toulouse, INSA, Toulouse, France","institution_ids":["https://openalex.org/I196454796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061098586","display_name":"Nawal Guermouche","orcid":"https://orcid.org/0000-0002-4606-3424","observed_orcids":["https://orcid.org/0000-0002-4606-3424"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nawal Guermouche","raw_affiliation_strings":["CNRS LAAS, Toulouse, France","Univ de Toulouse, INSA, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS LAAS, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903"]},{"raw_affiliation_string":"Univ de Toulouse, INSA, Toulouse, France","institution_ids":["https://openalex.org/I196454796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004057875","display_name":"Tarak Chaari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tarak Chaari","raw_affiliation_strings":["CNRS LAAS, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS LAAS, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039274909","display_name":"Sa\u00efd Tazi","orcid":"https://orcid.org/0000-0002-8231-3574","observed_orcids":["https://orcid.org/0000-0002-8231-3574"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Said Tazi","raw_affiliation_strings":["CNRS LAAS, Toulouse, France","Univ de Toulouse, INSA, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS LAAS, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903"]},{"raw_affiliation_string":"Univ de Toulouse, INSA, Toulouse, France","institution_ids":["https://openalex.org/I196454796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047871549","display_name":"Mohamed Jma\u00efel","orcid":"https://orcid.org/0000-0002-2664-0204","observed_orcids":["https://orcid.org/0000-0002-2664-0204"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Jmaiel","raw_affiliation_strings":["ReDCAD Laboratory, School of Engineers of Sfax B.P. 1173 3038 Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ReDCAD Laboratory, School of Engineers of Sfax B.P. 1173 3038 Sfax","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0614,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9241522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"72"},"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":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11114","display_name":"Service and Product Innovation","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/service-selection","display_name":"service selection","score":0.8640000224113464},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"quality of service","score":0.8830000162124634},{"id":"https://openalex.org/keywords/time-constraints","display_name":"time constraints","score":0.9520000219345093},{"id":"https://openalex.org/keywords/service-oriented-computing","display_name":"service-oriented computing","score":0.656000018119812},{"id":"https://openalex.org/keywords/heuristic-search","display_name":"heuristic search","score":0.8199999928474426},{"id":"https://openalex.org/keywords/pruning-methods","display_name":"pruning techniques","score":0.7390000224113464},{"id":"https://openalex.org/keywords/service-clustering","display_name":"service clustering","score":0.9779999852180481},{"id":"https://openalex.org/keywords/local-selection","display_name":"local selection","score":0.5640000104904175},{"id":"https://openalex.org/keywords/search-space-reduction","display_name":"search space reduction","score":0.6570000052452087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896236777305603},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.786632239818573},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7021404504776001},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6851462125778198},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6630771160125732},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.604008674621582},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5701957941055298},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5126082301139832},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.47280353307724},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43557676672935486},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38108235597610474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3320288360118866},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3295685052871704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3120497465133667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30635276436805725},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20372870564460754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1084362268447876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0954623818397522},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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:10.1109/icws.2015.19","doi":"https://doi.org/10.1109/icws.2015.19","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icws.2015.19","pdf_url":null,"source":{"id":"https://openalex.org/S4363608934","display_name":"IEEE International Conference on Web Services (ICWS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Web Services","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01396981v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-01396981v1/document","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Web Services, Jun 2015, New York, United States. &#x27E8;10.1109/ICWS.2015.19&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01396981v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-01396981v1/document","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Web Services, Jun 2015, New York, United States. &#x27E8;10.1109/ICWS.2015.19&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W253392500","https://openalex.org/W1749805632","https://openalex.org/W1903280123","https://openalex.org/W1970232132","https://openalex.org/W1996289321","https://openalex.org/W2030952840","https://openalex.org/W2031293658","https://openalex.org/W2045944223","https://openalex.org/W2105908337","https://openalex.org/W2114368451","https://openalex.org/W2127414233","https://openalex.org/W2141880113","https://openalex.org/W2150593711","https://openalex.org/W2153394486","https://openalex.org/W2167331262","https://openalex.org/W2171075212","https://openalex.org/W2172105112","https://openalex.org/W2278936747"],"related_works":["https://openalex.org/W253392500","https://openalex.org/W2997336912","https://openalex.org/W2005602001","https://openalex.org/W1970232132","https://openalex.org/W7008569281","https://openalex.org/W2553459291","https://openalex.org/W2153073813","https://openalex.org/W2136233250","https://openalex.org/W2088457951","https://openalex.org/W2061570251"],"abstract_inverted_index":{"QoS-based":[0],"service":[1,37,73,117,128,158],"selection":[2,22,70,81,129,164],"is":[3,20,154],"one":[4],"of":[5,23,27,36,71,82,102,137,180,186],"the":[6,21,24,56,61,69,80,90,100,146,176,181],"important":[7],"requirements":[8,32],"in":[9,184],"Service":[10],"Oriented":[11],"Computing":[12],"(SOC).":[13],"A":[14],"challenging":[15],"task":[16],"towards":[17],"this":[18,120],"purpose":[19],"best":[25,91],"combination":[26,136],"services":[28],"that":[29,68],"fulfils":[30],"user's":[31],"while":[33,165],"meeting":[34],"quality":[35],"(QoS)":[38],"constraints.":[39,171],"This":[40],"challenge":[41],"becomes":[42],"more":[43],"complex":[44],"when":[45],"dealing":[46],"with":[47],"time-dependent":[48],"QoS":[49,168],"values":[50],"and":[51,162,169,178,189],"temporal":[52,63,170],"properties.":[53],"Indeed,":[54],"during":[55],"selection,":[57],"mutual":[58],"dependencies":[59],"between":[60],"different":[62],"constraints":[64,160],"may":[65,74,105],"arise":[66],"so":[67],"each":[72],"influence":[75],"or":[76],"be":[77,97,106],"influenced":[78],"by":[79],"other":[83,86],"services.":[84,138],"On":[85],"side,":[87],"to":[88,131,144],"find":[89],"solution,":[92],"all":[93],"potential":[94],"combinations":[95,104],"must":[96],"compared.":[98],"However,":[99],"number":[101],"these":[103],"very":[107],"high,":[108],"which":[109,174],"can":[110],"present":[111,123],"a":[112,124,134,150],"barrier":[113],"for":[114],"enabling":[115],"effective":[116],"selection.":[118],"In":[119],"paper,":[121],"we":[122],"heuristic":[125,152],"based":[126,156],"time-aware":[127],"approach":[130,153,183],"efficiently":[132],"select":[133],"close-to-optimal":[135],"First,":[139],"pruning":[140],"techniques":[141],"are":[142,191],"adopted":[143],"reduce":[145],"search":[147],"space.":[148],"Second,":[149],"novel":[151],"proposed":[155,182],"on":[157],"clustering,":[159],"decomposition":[161],"local":[163],"considering":[166],"both":[167],"Finally,":[172],"experiments":[173],"confirm":[175],"feasibility":[177],"effectiveness":[179],"terms":[185],"its":[187],"timeliness":[188],"optimality,":[190],"conducted.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
