{"id":"https://openalex.org/W2760858594","doi":"https://doi.org/10.1515/jisys-2017-0244","title":"PCI-PSO: Preference-Based Component Identification Using Particle Swarm Optimization","display_name":"PCI-PSO: Preference-Based Component Identification Using Particle Swarm Optimization","publication_year":2017,"publication_date":"2017-10-12","ids":{"openalex":"https://openalex.org/W2760858594","doi":"https://doi.org/10.1515/jisys-2017-0244","mag":"2760858594"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2017-0244","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0244","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1515/jisys-2017-0244","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051731594","display_name":"Seyed Mohammad Hossein Hasheminejad","orcid":"https://orcid.org/0000-0002-7357-7906"},"institutions":[{"id":"https://openalex.org/I67080706","display_name":"Alzahra University","ror":"https://ror.org/013cdqc34","country_code":"IR","type":"education","lineage":["https://openalex.org/I67080706"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Seyed Mohammad Hossein Hasheminejad","raw_affiliation_strings":["Department of Computer Engineering , Alzahra University , Tehran , Iran","Department of Computer Engineering, Alzahra University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering , Alzahra University , Tehran , Iran","institution_ids":["https://openalex.org/I67080706"]},{"raw_affiliation_string":"Department of Computer Engineering, Alzahra University, Tehran, Iran","institution_ids":["https://openalex.org/I67080706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003216644","display_name":"Shabnam Gholamshahi","orcid":null},"institutions":[{"id":"https://openalex.org/I67080706","display_name":"Alzahra University","ror":"https://ror.org/013cdqc34","country_code":"IR","type":"education","lineage":["https://openalex.org/I67080706"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shabnam Gholamshahi","raw_affiliation_strings":["Department of Computer Engineering , Alzahra University , Tehran , Iran","Department of Computer Engineering, Alzahra University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering , Alzahra University , Tehran , Iran","institution_ids":["https://openalex.org/I67080706"]},{"raw_affiliation_string":"Department of Computer Engineering, Alzahra University, Tehran, Iran","institution_ids":["https://openalex.org/I67080706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051731594"],"corresponding_institution_ids":["https://openalex.org/I67080706"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":1.0126,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83736283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"28","issue":"5","first_page":"733","last_page":"748"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9815000295639038,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8463318347930908},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.7211287617683411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033389806747437},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7014173269271851},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5965451598167419},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.544818639755249},{"id":"https://openalex.org/keywords/conventional-pci","display_name":"Conventional PCI","score":0.5389109253883362},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49307796359062195},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4902983009815216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40361782908439636},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37464213371276855},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3391783833503723},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09160107374191284},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08125746250152588}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8463318347930908},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7211287617683411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033389806747437},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7014173269271851},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5965451598167419},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.544818639755249},{"id":"https://openalex.org/C45393284","wikidata":"https://www.wikidata.org/wiki/Q191012","display_name":"Conventional PCI","level":3,"score":0.5389109253883362},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49307796359062195},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4902983009815216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40361782908439636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37464213371276855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3391783833503723},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09160107374191284},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08125746250152588},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2017-0244","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0244","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:eefb9d3922fe4af394c64ee3d4d21f87","is_oa":true,"landing_page_url":"https://doaj.org/article/eefb9d3922fe4af394c64ee3d4d21f87","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 28, Iss 5, Pp 733-748 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2017-0244","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0244","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W152613852","https://openalex.org/W784565117","https://openalex.org/W1501419121","https://openalex.org/W1593845965","https://openalex.org/W1826589537","https://openalex.org/W1896185571","https://openalex.org/W1964468679","https://openalex.org/W1991586103","https://openalex.org/W2025179714","https://openalex.org/W2035735885","https://openalex.org/W2046576534","https://openalex.org/W2047768536","https://openalex.org/W2051224630","https://openalex.org/W2061091947","https://openalex.org/W2068752112","https://openalex.org/W2070618401","https://openalex.org/W2072018703","https://openalex.org/W2095629015","https://openalex.org/W2108264163","https://openalex.org/W2111368672","https://openalex.org/W2118020653","https://openalex.org/W2133336920","https://openalex.org/W2135964318","https://openalex.org/W2140545609","https://openalex.org/W2144320291","https://openalex.org/W2144952577","https://openalex.org/W2148785320","https://openalex.org/W2152003766","https://openalex.org/W2166000263","https://openalex.org/W2440663130","https://openalex.org/W2563798118","https://openalex.org/W2567328116","https://openalex.org/W2733704846","https://openalex.org/W2736114313"],"related_works":["https://openalex.org/W4297503885","https://openalex.org/W4291164825","https://openalex.org/W4298007974","https://openalex.org/W4307217187","https://openalex.org/W4293040422","https://openalex.org/W2315754583","https://openalex.org/W4292685295","https://openalex.org/W2352605071","https://openalex.org/W4298149927","https://openalex.org/W2357822513"],"abstract_inverted_index":{"Abstract":[0],"Nowadays,":[1],"component":[2,16,67,158],"identification":[3,17,68,159],"is":[4],"one":[5],"of":[6,10,31,41,65,115,120,126],"the":[7,37,63,85,95,113,117,124,149,156],"main":[8],"challenges":[9],"software":[11,47,86,150],"analysis":[12],"and":[13,25,111,143],"design.":[14],"The":[15],"process":[18],"aims":[19],"at":[20],"clustering":[21],"classes":[22,106],"into":[23,107],"components":[24,35,110,145],"subcomponents.":[26],"There":[27],"are":[28],"a":[29,59,80,100],"number":[30,119],"methods":[32],"to":[33,46,74,83,103,139,148,155],"identify":[34,75,140],"in":[36,54,94,153],"literature;":[38],"however,":[39],"most":[40],"them":[42],"cannot":[43],"be":[44],"customized":[45,101],"architect\u2019s":[48,87,151],"preferences.":[49],"To":[50],"address":[51],"this":[52,55],"limitation,":[53],"paper,":[56],"we":[57],"propose":[58],"preference-based":[60,66],"method":[61,82],"by":[62],"name":[64],"using":[69,89],"particle":[70],"swarm":[71],"optimization":[72],"(PCI-PSO)":[73],"logical":[76,109],"components.":[77,121],"PCI-PSO":[78,98,127,135],"provides":[79],"novel":[81],"handle":[84],"preferences":[88,152],"an":[90,137],"interactive":[91],"(i.e.":[92],"human":[93],"loop)":[96],"search.":[97],"employs":[99],"PSO":[102],"automatically":[104],"classify":[105],"suitable":[108],"avoid":[112],"problem":[114],"identifying":[116],"proper":[118],"We":[122],"evaluated":[123],"effectiveness":[125],"with":[128,146],"four":[129],"real-world":[130],"cases.":[131],"Results":[132],"revealed":[133],"that":[134],"has":[136],"ability":[138],"more":[141],"cohesive":[142],"independent":[144],"respect":[147],"comparison":[154],"existing":[157],"methods.":[160]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2017-10-20T00:00:00"}