{"id":"https://openalex.org/W2107572083","doi":"https://doi.org/10.1109/icmcs.2011.5945676","title":"A fuzzy MADM approach for grid services composition","display_name":"A fuzzy MADM approach for grid services composition","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2107572083","doi":"https://doi.org/10.1109/icmcs.2011.5945676","mag":"2107572083"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2011.5945676","doi":"https://doi.org/10.1109/icmcs.2011.5945676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2011.5945676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5027848655","display_name":"Ali Younes","orcid":"https://orcid.org/0000-0001-8779-0460","observed_orcids":["https://orcid.org/0000-0001-8779-0460"]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Younes","raw_affiliation_strings":["Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","Information and Telecommunication Systems Laboratory, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Tetuan, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056342867","display_name":"Mohamed Essaaidi","orcid":"https://orcid.org/0000-0001-9215-3263","observed_orcids":["https://orcid.org/0000-0001-9215-3263"]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"M. Essaaidi","raw_affiliation_strings":["Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","Information and Telecommunication Systems Laboratory, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Tetuan, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053809290","display_name":"Ahmed El Moussaoui","orcid":"https://orcid.org/0000-0002-6983-3313","observed_orcids":["https://orcid.org/0000-0002-6983-3313"]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. El Moussaoui","raw_affiliation_strings":["Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","Information and Telecommunication Systems Laboratory, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Tetuan, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088738719","display_name":"Ahmed Bendahmane","orcid":"https://orcid.org/0000-0003-3843-4800","observed_orcids":["https://orcid.org/0000-0003-3843-4800"]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Bendahmane","raw_affiliation_strings":["Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","Information and Telecommunication Systems Laboratory, Tetuan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Faculty of Science, Tetuan, Morocco","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Information and Telecommunication Systems Laboratory, Tetuan, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I240042149"],"apc_list":null,"apc_paid":null,"fwci":0.2085,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.37161327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"6"},"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":0.7797999978065491,"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":0.7797999978065491,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.19850000739097595,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.006599999964237213,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-multiple-attribute-decision-making","display_name":"fuzzy multiple attribute decision making","score":0.8679999709129333},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"quality of service","score":0.9670000076293945},{"id":"https://openalex.org/keywords/service-selection","display_name":"service selection","score":0.6370000243186951},{"id":"https://openalex.org/keywords/service-oriented-computing","display_name":"service-oriented computing","score":0.7570000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7523713111877441},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7025352120399475},{"id":"https://openalex.org/C169761439","wikidata":"https://www.wikidata.org/wiki/Q6886951","display_name":"Mobile QoS","level":4,"score":0.6668248176574707},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.629885733127594},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6112922430038452},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.548408031463623},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5354502201080322},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.5229690670967102},{"id":"https://openalex.org/C542858634","wikidata":"https://www.wikidata.org/wiki/Q7455845","display_name":"Services computing","level":3,"score":0.5003688335418701},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4742890000343323},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.46993714570999146},{"id":"https://openalex.org/C158713421","wikidata":"https://www.wikidata.org/wiki/Q5275378","display_name":"Differentiated service","level":5,"score":0.4218076467514038},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.4150426387786865},{"id":"https://openalex.org/C61063171","wikidata":"https://www.wikidata.org/wiki/Q532781","display_name":"Service design","level":4,"score":0.39180925488471985},{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.3828856945037842},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3756208121776581},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21080690622329712},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13793790340423584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12820500135421753},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0917712152004242},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.06078353524208069},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2011.5945676","doi":"https://doi.org/10.1109/icmcs.2011.5945676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2011.5945676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W48207983","https://openalex.org/W1487060125","https://openalex.org/W1515386227","https://openalex.org/W1557644259","https://openalex.org/W1569560741","https://openalex.org/W1987943202","https://openalex.org/W1993951664","https://openalex.org/W2007761298","https://openalex.org/W2038216398","https://openalex.org/W2104972744","https://openalex.org/W2107378451","https://openalex.org/W2155213770","https://openalex.org/W2158978275","https://openalex.org/W2188274835","https://openalex.org/W2263109111","https://openalex.org/W4232970595"],"related_works":["https://openalex.org/W2103868482","https://openalex.org/W2007485798","https://openalex.org/W2164901668","https://openalex.org/W1551578378","https://openalex.org/W3004975496","https://openalex.org/W2363640681","https://openalex.org/W2077775471","https://openalex.org/W2101728201","https://openalex.org/W2249427762","https://openalex.org/W141710354"],"abstract_inverted_index":{"In":[0,39,112],"service":[1,17,22,25,34,55,75,92],"oriented":[2],"computing":[3],"applications,":[4],"different":[5,68],"resources":[6],"in":[7,105,164],"grid":[8,54,100],"systems":[9],"are":[10],"encapsulated":[11],"abstractly":[12],"as":[13],"services.":[14],"Sometime,":[15],"single":[16,32],"software":[18],"can":[19,35],"provide":[20],"valuable":[21],"functions":[23],"for":[24,56,97],"consumers,":[26],"but":[27],"most":[28],"of":[29,91,108,120,140,156],"the":[30,42,99,106,109,118,154,168],"time,":[31],"atomic":[33],"not":[36],"satisfy":[37],"them.":[38],"this":[40,113],"case,":[41],"system":[43],"builds":[44],"a":[45,74,133,143,149,157],"new":[46,110,134,150],"composite":[47,175],"service,":[48],"which":[49,136],"selects":[50],"all":[51],"available":[52],"qualified":[53],"composition.":[57],"Services":[58],"with":[59,128],"similar":[60],"and":[61,146],"compatible":[62],"functionality":[63],"may":[64],"be":[65,79],"offered":[66],"at":[67,85],"QoS":[69,87,126],"levels.":[70,88],"Thus,":[71],"to":[72,81,102,117,142,166,171],"build":[73],"process,":[76],"decisions":[77],"must":[78],"made":[80],"select":[82],"component":[83],"services":[84,101,122],"appropriate":[86],"Therefore,":[89],"quality":[90],"(QoS)":[93],"aspects":[94],"is":[95],"crucial":[96],"selecting":[98],"take":[103],"part":[104],"composition":[107,123,141,169],"service.":[111,176],"paper,":[114],"we":[115,131,147],"address":[116],"problem":[119],"Grid":[121],"based":[124,152],"on":[125,153],"parameters":[127],"end-to-end":[129],"constraints,":[130],"suggest":[132],"model,":[135,145],"transform":[137],"any":[138],"model":[139],"sequential":[144],"propose":[148],"approach":[151],"application":[155],"Fuzzy":[158],"Multiple":[159],"Attribute":[160],"Decision":[161],"Making":[162],"technique":[163],"order":[165],"guide":[167],"process":[170],"selected":[172],"an":[173],"optimal":[174]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
