{"id":"https://openalex.org/W2040838711","doi":"https://doi.org/10.1109/cec.2010.5586070","title":"Revisiting Evolutionary Information Filtering","display_name":"Revisiting Evolutionary Information Filtering","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2040838711","doi":"https://doi.org/10.1109/cec.2010.5586070","mag":"2040838711"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","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/A5017196517","display_name":"Nikolaos Nanas","orcid":"https://orcid.org/0000-0002-3280-8114"},"institutions":[{"id":"https://openalex.org/I4210100179","display_name":"Materials Industrial Research and Technology Development Centre (Greece)","ror":"https://ror.org/0195q0f30","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210100179"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikolaos Nanas","raw_affiliation_strings":["Centre for Research and Technology\uc2a0Thessaly, Volos, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology\uc2a0Thessaly, Volos, Greece","institution_ids":["https://openalex.org/I4210100179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022899488","display_name":"Stefanos Kodovas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100179","display_name":"Materials Industrial Research and Technology Development Centre (Greece)","ror":"https://ror.org/0195q0f30","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210100179"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stefanos Kodovas","raw_affiliation_strings":["Centre for Research and Technology\uc2a0Thessaly, Volos, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology\uc2a0Thessaly, Volos, Greece","institution_ids":["https://openalex.org/I4210100179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051556554","display_name":"Manolis Vavalis","orcid":"https://orcid.org/0000-0003-2824-2696"},"institutions":[{"id":"https://openalex.org/I4210100179","display_name":"Materials Industrial Research and Technology Development Centre (Greece)","ror":"https://ror.org/0195q0f30","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210100179"]},{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manolis Vavalis","raw_affiliation_strings":["Centre for Research and Technology\uc2a0Thessaly, Volos, Greece","Department of Computing and Communication Engineering, University of Thessally, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology\uc2a0Thessaly, Volos, Greece","institution_ids":["https://openalex.org/I4210100179"]},{"raw_affiliation_string":"Department of Computing and Communication Engineering, University of Thessally, Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017196517"],"corresponding_institution_ids":["https://openalex.org/I4210100179"],"apc_list":null,"apc_paid":null,"fwci":0.9021,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80001932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9940999746322632,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9940999746322632,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9922000169754028,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9725000262260437,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7282091975212097},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.6998313069343567},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6793619394302368},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6552528738975525},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.5812148451805115},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4754961431026459},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4527081847190857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4413444995880127},{"id":"https://openalex.org/keywords/genetic-representation","display_name":"Genetic representation","score":0.4294433891773224},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.4119079113006592},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35060548782348633},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.23918825387954712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7282091975212097},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.6998313069343567},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6793619394302368},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6552528738975525},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.5812148451805115},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4754961431026459},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4527081847190857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4413444995880127},{"id":"https://openalex.org/C6135463","wikidata":"https://www.wikidata.org/wiki/Q5532920","display_name":"Genetic representation","level":3,"score":0.4294433891773224},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.4119079113006592},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35060548782348633},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.23918825387954712},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2010.5586070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uth.gr:11615/31267","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/31267","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scopus.com/inward/record.url?eid=2-s2.0-79959397957&partnerID=40&md5=0e569a348a1934e6a532653db8beb6c0","raw_type":"conferenceItem"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W45634738","https://openalex.org/W125867323","https://openalex.org/W152243694","https://openalex.org/W326774659","https://openalex.org/W1495325326","https://openalex.org/W1505683126","https://openalex.org/W1555154718","https://openalex.org/W1560903000","https://openalex.org/W1576587716","https://openalex.org/W1657705937","https://openalex.org/W1898592871","https://openalex.org/W1979229249","https://openalex.org/W2016437629","https://openalex.org/W2063997181","https://openalex.org/W2071707731","https://openalex.org/W2071872155","https://openalex.org/W2098162425","https://openalex.org/W2113759625","https://openalex.org/W2129086169","https://openalex.org/W2142270053","https://openalex.org/W2144211451","https://openalex.org/W2146879413","https://openalex.org/W2151801809","https://openalex.org/W2158315695","https://openalex.org/W2158722083","https://openalex.org/W2160958384","https://openalex.org/W2165533158","https://openalex.org/W2338744604","https://openalex.org/W6606243654","https://openalex.org/W6633372947","https://openalex.org/W7026841064"],"related_works":["https://openalex.org/W2002205901","https://openalex.org/W2098758514","https://openalex.org/W2798828231","https://openalex.org/W2186523884","https://openalex.org/W4376849821","https://openalex.org/W2548120918","https://openalex.org/W2066036313","https://openalex.org/W2159151314","https://openalex.org/W2059480190","https://openalex.org/W2144867296"],"abstract_inverted_index":{"Adaptive":[0,61],"Information":[1,62,146],"Filtering":[2,63],"seeks":[3],"a":[4,13,36,65,151],"solution":[5,37,157],"to":[6,26,38,103,140,167],"the":[7,17,39,45,89,104,110,120,127,135,142,179,184],"problem":[8,40,69,153],"of":[9,16,41,107,123,131,183,190],"information":[10],"overload":[11],"through":[12],"tailored":[14],"representation":[15],"user's":[18],"interests,":[19],"called":[20],"user":[21],"profile,":[22],"which":[23],"constantly":[24],"adapts":[25],"changes":[27],"in":[28,109,144,169,194],"them.":[29],"Evolutionary":[30,145],"Algorithms":[31,75,78],"have":[32,48,162],"been":[33],"proposed":[34],"as":[35],"profile":[42,85],"adaptation,":[43],"but":[44],"relevant":[46],"attempts":[47],"not":[49,70],"produced":[50],"successful":[51],"real":[52],"world":[53],"applications.":[54],"In":[55],"this":[56,195],"paper,":[57],"we":[58,138],"argue":[59],"that":[60,79,97,177],"is":[64,150,188],"complex":[66],"and":[67,76,92,158,181],"dynamic":[68],"easily":[71],"addressed":[72],"with":[73,154],"Genetic":[74],"Memetic":[77],"adopt":[80],"weighted":[81],"keyword":[82,124],"vector":[83,112],"for":[84],"representation.":[86],"We":[87],"discuss":[88],"theoretical":[90],"issues":[91],"provide":[93],"experimental":[94,175],"evidence":[95],"showing":[96],"such":[98],"an":[99,164],"approach":[100],"suffers":[101],"due":[102],"large":[105,129],"number":[106,130],"dimensions":[108],"underlying":[111],"space.":[113],"The":[114],"genetic":[115],"operators":[116],"cannot":[117],"randomly":[118],"produce":[119],"right":[121],"combinations":[122],"weights,":[125],"given":[126],"very":[128],"possible":[132],"combinations.":[133],"With":[134],"current":[136],"work,":[137],"wish":[139],"reanimate":[141],"interest":[143],"Filtering.":[147],"Profile":[148],"adaptation":[149],"challenging":[152],"no":[155],"established":[156],"biologically":[159],"inspired":[160],"solutions":[161],"still":[163],"important":[165],"role":[166],"play":[168],"solving":[170],"it.":[171],"This":[172,186],"however":[173],"requires":[174],"methodologies":[176],"reflect":[178],"complexity":[180],"dynamics":[182],"problem.":[185],"paper":[187],"part":[189],"ongoing":[191],"research":[192],"work":[193],"direction.":[196]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}