{"id":"https://openalex.org/W2080430588","doi":"https://doi.org/10.1145/1068009.1068228","title":"Combating user fatigue in iGAs","display_name":"Combating user fatigue in iGAs","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2080430588","doi":"https://doi.org/10.1145/1068009.1068228","mag":"2080430588"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and 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/A5036640710","display_name":"Xavier Llor\u00e0","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xavier Llor\u00e0","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109916092","display_name":"Kumara Sastry","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kumara Sastry","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110057218","display_name":"David E. Goldberg","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David E. Goldberg","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039414324","display_name":"Abhimanyu Gupta","orcid":"https://orcid.org/0000-0001-9846-5495"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhimanyu Gupta","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103514674","display_name":"Lalitha Lakshmi","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lalitha Lakshmi","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036640710"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":7.429,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.97589479,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1363","last_page":"1370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9704999923706055,"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/T11309","display_name":"Music and Audio Processing","score":0.9695000052452087,"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/fitness-function","display_name":"Fitness function","score":0.8452094793319702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6573275327682495},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6475272178649902},{"id":"https://openalex.org/keywords/fitness-approximation","display_name":"Fitness approximation","score":0.6404210925102234},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6325594782829285},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5688256621360779},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5207962393760681},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.47128811478614807},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4240909814834595},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3988094925880432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.371049165725708},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32679492235183716},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18112805485725403},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1577000916004181}],"concepts":[{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.8452094793319702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6573275327682495},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6475272178649902},{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.6404210925102234},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6325594782829285},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5688256621360779},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5207962393760681},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.47128811478614807},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4240909814834595},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3988094925880432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.371049165725708},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32679492235183716},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18112805485725403},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1577000916004181},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1068009.1068228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311400","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43"},{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"},{"id":"https://openalex.org/F4320337525","display_name":"Air Force Materiel Command","ror":"https://ror.org/006gmme17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W98056105","https://openalex.org/W157468466","https://openalex.org/W1479800076","https://openalex.org/W1492016233","https://openalex.org/W1497256448","https://openalex.org/W1504250515","https://openalex.org/W1510073064","https://openalex.org/W1534867582","https://openalex.org/W1563088657","https://openalex.org/W1565732740","https://openalex.org/W1584428002","https://openalex.org/W1601740268","https://openalex.org/W1606791384","https://openalex.org/W1639032689","https://openalex.org/W1659842140","https://openalex.org/W1862428769","https://openalex.org/W2027945080","https://openalex.org/W2036109172","https://openalex.org/W2074397232","https://openalex.org/W2116832689","https://openalex.org/W2126105956","https://openalex.org/W2132648219","https://openalex.org/W2138135326","https://openalex.org/W2151019861","https://openalex.org/W2159000073","https://openalex.org/W2167159964","https://openalex.org/W2278052651","https://openalex.org/W2414365832","https://openalex.org/W2913091258","https://openalex.org/W3014546937","https://openalex.org/W3023540311","https://openalex.org/W3154803405","https://openalex.org/W4239615332","https://openalex.org/W6636118231","https://openalex.org/W6657121188","https://openalex.org/W6669186529","https://openalex.org/W7035853150"],"related_works":["https://openalex.org/W2893733063","https://openalex.org/W1634842376","https://openalex.org/W1583704618","https://openalex.org/W2090711451","https://openalex.org/W2012451526","https://openalex.org/W1594431409","https://openalex.org/W2542275932","https://openalex.org/W2021504082","https://openalex.org/W1529080216","https://openalex.org/W2139711627"],"abstract_inverted_index":{"One":[0],"of":[1,5,15,65],"the":[2,97,101],"daunting":[3],"challenges":[4],"interactive":[6],"genetic":[7],"algorithms":[8,10],"(iGAs)---genetic":[9],"in":[11,88],"which":[12,34],"fitness":[13,27,55,77],"measure":[14],"a":[16,21,26,42,53,76,92,117],"solution":[17],"is":[18,86],"provided":[19],"by":[20,25,48,107],"human":[22],"rather":[23],"than":[24],"function,":[28],"model,":[29],"or":[30],"computation---is":[31],"user":[32,46,50,81,105,112],"fatigue":[33,47,106],"leads":[35],"to":[36,44,74,116],"sub-optimal":[37],"solutions.":[38],"This":[39],"paper":[40],"proposes":[41],"method":[43,59,85,102],"combat":[45],"augmenting":[49],"evaluations":[51],"with":[52],"synthetic":[54],"function.":[56],"The":[57,83],"proposed":[58,84],"combines":[60],"partial":[61],"ordering":[62],"concepts,":[63],"notion":[64],"non-domination":[66],"from":[67],"multiobjective":[68],"optimization,":[69],"and":[70,96],"support":[71],"vector":[72],"machines":[73],"synthesize":[75],"model":[78],"based":[79],"on":[80,91],"evaluation.":[82],"used":[87],"an":[89],"iGA":[90],"simple":[93,118],"test":[94],"problem":[95],"results":[98],"demonstrate":[99],"that":[100],"actively":[103],"combats":[104],"requiring":[108],"3--7":[109],"times":[110],"less":[111],"evaluation":[113],"when":[114],"compared":[115],"iGA.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":16}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}
