{"id":"https://openalex.org/W2786343517","doi":"https://doi.org/10.1109/la-cci.2017.8285690","title":"Application of PSO-based clustering algorithms on educational databases","display_name":"Application of PSO-based clustering algorithms on educational databases","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2786343517","doi":"https://doi.org/10.1109/la-cci.2017.8285690","mag":"2786343517"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci.2017.8285690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2017.8285690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-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/A5078807920","display_name":"P. Santos","orcid":"https://orcid.org/0000-0001-5310-6907"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Pedro Santos","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009239429","display_name":"Mariana Macedo","orcid":"https://orcid.org/0000-0002-7071-379X"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mariana Macedo","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027650379","display_name":"Elliackin Figueiredo","orcid":"https://orcid.org/0000-0003-2540-993X"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elliackin Figueiredo","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062898997","display_name":"Clodomir Santana","orcid":"https://orcid.org/0000-0001-7869-7184"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Clodomir J. Santana","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090419381","display_name":"Fabiana Soares","orcid":null},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabiana Soares","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021970061","display_name":"Hugo Valadares Siqueira","orcid":"https://orcid.org/0000-0002-1278-4602"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hugo Siqueira","raw_affiliation_strings":["Federal Technological University of Parana - Ponta Grossa/PR, Brazil","University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Technological University of Parana - Ponta Grossa/PR, Brazil","institution_ids":["https://openalex.org/I1283613182"]},{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010326271","display_name":"Alexandre Magno Andrade Maciel","orcid":"https://orcid.org/0000-0003-4348-9291"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre Maciel","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110606061","display_name":"Anuradha Gokhale","orcid":null},"institutions":[{"id":"https://openalex.org/I47301684","display_name":"Illinois State University","ror":"https://ror.org/050kcr883","country_code":"US","type":"education","lineage":["https://openalex.org/I47301684"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anuradha Gokhale","raw_affiliation_strings":["Illinois State University, Normal-IL, USA"],"affiliations":[{"raw_affiliation_string":"Illinois State University, Normal-IL, USA","institution_ids":["https://openalex.org/I47301684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028876161","display_name":"Carmelo J. A. Bastos-Filho","orcid":"https://orcid.org/0000-0002-0924-5341"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carmelo J. A. Bastos-Filho","raw_affiliation_strings":["University of Pernambuco, Recife-PE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5078807920"],"corresponding_institution_ids":["https://openalex.org/I71437568"],"apc_list":null,"apc_paid":null,"fwci":1.6575,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.88556873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9972000122070312,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9866999983787537,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8276717662811279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7763819694519043},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7490872144699097},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5355121493339539},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.504595160484314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47817808389663696},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4482842683792114},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4415048658847809},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4170783460140228},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.41173139214515686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3828217089176178},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.34625566005706787}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8276717662811279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763819694519043},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7490872144699097},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5355121493339539},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.504595160484314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47817808389663696},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4482842683792114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4415048658847809},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4170783460140228},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.41173139214515686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3828217089176178},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.34625566005706787},{"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:10.1109/la-cci.2017.8285690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2017.8285690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1585002319","https://openalex.org/W2008544824","https://openalex.org/W2020135007","https://openalex.org/W2059515884","https://openalex.org/W2076408892","https://openalex.org/W2098477891","https://openalex.org/W2113368868","https://openalex.org/W2120529703","https://openalex.org/W2145283597","https://openalex.org/W2152195021","https://openalex.org/W2163163936","https://openalex.org/W2223528668","https://openalex.org/W2255359223","https://openalex.org/W2543580944"],"related_works":["https://openalex.org/W3144143113","https://openalex.org/W3022637481","https://openalex.org/W3088133960","https://openalex.org/W3120229345","https://openalex.org/W3174322327","https://openalex.org/W3039964395","https://openalex.org/W2170078080","https://openalex.org/W2607902515","https://openalex.org/W2393707058","https://openalex.org/W2371010743"],"abstract_inverted_index":{"This":[0],"paper":[1],"performs":[2],"an":[3,42],"investigation":[4],"on":[5,65],"the":[6,53,66,69,75,81,86,92,97],"application":[7],"of":[8,41,55,71],"well-known":[9],"Particle":[10,25],"Swarm":[11,26],"Optimization":[12],"based":[13,64],"algorithms":[14,95],"for":[15],"clustering":[16,60],"tasks,":[17],"namely,":[18],"PSOClustering,":[19],"Hybrid":[20],"PSOClustering":[21,82],"with":[22],"K-means":[23,99],"and":[24,68,96],"Clustering.":[27],"The":[28,59,77],"case":[29],"study":[30],"is":[31,62],"to":[32,38,47,91],"tackle":[33],"a":[34],"significant":[35],"problem":[36],"related":[37],"grouping":[39],"students":[40],"on-line":[43],"educational":[44],"database,":[45],"aiming":[46],"increase":[48],"their":[49],"learning":[50],"process":[51,61],"through":[52],"recommendation":[54],"specific":[56],"grammar":[57],"lessons.":[58],"performed":[63],"type,":[67],"number":[70],"errors":[72],"done":[73],"by":[74],"students.":[76],"results":[78],"show":[79],"that":[80],"algorithm":[83],"can":[84],"achieve":[85],"best":[87],"performance":[88],"when":[89],"compared":[90],"other":[93],"PSO-based":[94],"standard":[98],"algorithm.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-07T13:37:22.277990","created_date":"2025-10-10T00:00:00"}