{"id":"https://openalex.org/W2152581277","doi":"https://doi.org/10.1109/fuzzy.2009.5277265","title":"Extraction of design variables using collaborative filtering for interactive genetic algorithms","display_name":"Extraction of design variables using collaborative filtering for interactive genetic algorithms","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2152581277","doi":"https://doi.org/10.1109/fuzzy.2009.5277265","mag":"2152581277"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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/A5036543534","display_name":"Tomoyuki Hiroyasu","orcid":"https://orcid.org/0000-0003-0730-7905"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tomoyuki Hiroyasu","raw_affiliation_strings":["Department of Life and Medical Sciences, Doshisha University, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112261226","display_name":"Hisatake Yokouchi","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hisatake Yokouchi","raw_affiliation_strings":["Graduate School of Engineering, Doshisha University, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079222671","display_name":"Misato Tanaka","orcid":"https://orcid.org/0000-0002-5633-5630"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Misato Tanaka","raw_affiliation_strings":["Department of Science and Engineering, Doshisha University, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Science and Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087321704","display_name":"Mitsunori Miki","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsunori Miki","raw_affiliation_strings":["Department of Life and Medical Sciences, Doshisha University, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036543534"],"corresponding_institution_ids":["https://openalex.org/I133984924"],"apc_list":null,"apc_paid":null,"fwci":1.7623,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85171154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"1579","last_page":"1584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9921000003814697,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.8229718208312988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7318962812423706},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6678372621536255},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.5814411640167236},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5810433030128479},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5257333517074585},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5065490007400513},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5000813007354736},{"id":"https://openalex.org/keywords/sensibility","display_name":"Sensibility","score":0.48426884412765503},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4510922431945801},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.44658923149108887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34078162908554077},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3304564356803894},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32460537552833557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1372075378894806},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0894683301448822}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8229718208312988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318962812423706},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6678372621536255},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.5814411640167236},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5810433030128479},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5257333517074585},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5065490007400513},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5000813007354736},{"id":"https://openalex.org/C2777336010","wikidata":"https://www.wikidata.org/wiki/Q1195509","display_name":"Sensibility","level":2,"score":0.48426884412765503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4510922431945801},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.44658923149108887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34078162908554077},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3304564356803894},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32460537552833557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1372075378894806},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0894683301448822},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1605255363","https://openalex.org/W1639032689","https://openalex.org/W1774790966","https://openalex.org/W1993953473","https://openalex.org/W1999047234","https://openalex.org/W2042281163","https://openalex.org/W2149684865","https://openalex.org/W2151019861","https://openalex.org/W2159094788","https://openalex.org/W3023540311","https://openalex.org/W4210377068","https://openalex.org/W4285719527","https://openalex.org/W6648914616"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W4376854386","https://openalex.org/W1966742602"],"abstract_inverted_index":{"Interactive":[0],"genetic":[1],"algorithm":[2],"(iGA)":[3],"is":[4,66,90,150],"one":[5],"of":[6,25,35,51,61,82,116,131,146],"evolutionary":[7],"computations":[8],"in":[9,59],"which":[10],"the":[11,20,32,52,83,87,121,125,129,141,144,147],"design":[12,78,96,109,126],"candidates":[13],"are":[14],"evaluated":[15],"by":[16,30,134],"human.":[17],"Using":[18],"iGA,":[19],"sensibility":[21],"and":[22,74,137],"subjective":[23],"feelings":[24],"humans":[26],"can":[27],"be":[28,57],"optimized":[29],"learning":[31],"user's":[33],"evaluation":[34],"presented":[36],"individuals.":[37],"In":[38],"this":[39],"research,":[40],"iGA":[41],"was":[42],"applied":[43],"to":[44,56,67,72,77,93,107],"product":[45,63,95],"recommendation":[46,64],"on":[47,86,113,120],"shopping":[48],"sites.":[49],"One":[50],"most":[53],"difficult":[54,92],"points":[55],"addressed":[58],"construction":[60],"a":[62,69,105,114],"system":[65],"taking":[68],"long":[70],"time":[71],"extract":[73],"assign":[75],"values":[76],"variables":[79,97,110,127],"from":[80],"all":[81],"actual":[84],"products":[85,132],"site.":[88],"It":[89],"also":[91],"define":[94],"appropriately.":[98],"To":[99],"address":[100],"these":[101],"problems,":[102],"we":[103],"propose":[104],"method":[106,149],"generate":[108],"automatically":[111],"based":[112],"lot":[115],"users'":[117],"preference":[118],"data":[119],"Web.":[122],"We":[123],"constructed":[124],"using":[128],"relevance":[130],"obtained":[133],"collaborative":[135],"filtering":[136],"discussed":[138],"them.":[139],"Through":[140],"simulation":[142],"experiments,":[143],"effectiveness":[145],"proposed":[148],"discussed.":[151]},"counts_by_year":[{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}