{"id":"https://openalex.org/W1973592428","doi":"https://doi.org/10.1155/2013/806749","title":"A Study on Multiattribute Aggregation Approaches to Product Recommendation","display_name":"A Study on Multiattribute Aggregation Approaches to Product Recommendation","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1973592428","doi":"https://doi.org/10.1155/2013/806749","mag":"1973592428"},"language":"en","primary_location":{"id":"doi:10.1155/2013/806749","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/806749","pdf_url":"https://downloads.hindawi.com/journals/afs/2013/806749.pdf","source":{"id":"https://openalex.org/S117816480","display_name":"Advances in Fuzzy Systems","issn_l":"1687-7101","issn":["1687-7101","1687-711X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/afs/2013/806749.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059438095","display_name":"Jing-Zhong Jin","orcid":"https://orcid.org/0000-0002-3992-1320"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jing-Zhong Jin","raw_affiliation_strings":["School of Knowledge Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa 923-1292, Japan"],"affiliations":[{"raw_affiliation_string":"School of Knowledge Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa 923-1292, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062835253","display_name":"Yoshiteru Nakamori","orcid":"https://orcid.org/0000-0002-8827-3518"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiteru Nakamori","raw_affiliation_strings":["School of Knowledge Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa 923-1292, Japan"],"affiliations":[{"raw_affiliation_string":"School of Knowledge Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa 923-1292, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071292020","display_name":"Andrzej P. Wierzbicki","orcid":"https://orcid.org/0000-0001-5817-3906"},"institutions":[{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrzej P. Wierzbicki","raw_affiliation_strings":["Department of Advanced Information Technology, National Institute of Telecommunications, Szachowa 1, 04-894 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Advanced Information Technology, National Institute of Telecommunications, Szachowa 1, 04-894 Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059438095"],"corresponding_institution_ids":["https://openalex.org/I177738480"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":1.6652,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84163404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2013","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9991000294685364,"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/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9442999958992004,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9013000130653381,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8330998420715332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.732077956199646},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6298624277114868},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6058951616287231},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5273029804229736},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4720795154571533},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.46208828687667847},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.44808992743492126},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4074738621711731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3873526453971863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3838713467121124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3654741644859314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12121441960334778}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8330998420715332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732077956199646},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6298624277114868},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6058951616287231},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5273029804229736},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4720795154571533},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.46208828687667847},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.44808992743492126},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4074738621711731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3873526453971863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3838713467121124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3654741644859314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12121441960334778},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2013/806749","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/806749","pdf_url":"https://downloads.hindawi.com/journals/afs/2013/806749.pdf","source":{"id":"https://openalex.org/S117816480","display_name":"Advances in Fuzzy Systems","issn_l":"1687-7101","issn":["1687-7101","1687-711X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7ea2374349384b60b91d2a6ce244f53f","is_oa":true,"landing_page_url":"https://doaj.org/article/7ea2374349384b60b91d2a6ce244f53f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Fuzzy Systems, Vol 2013 (2013)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2013/806749","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/806749","pdf_url":"https://downloads.hindawi.com/journals/afs/2013/806749.pdf","source":{"id":"https://openalex.org/S117816480","display_name":"Advances in Fuzzy Systems","issn_l":"1687-7101","issn":["1687-7101","1687-711X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Fuzzy Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1973592428.pdf","grobid_xml":"https://content.openalex.org/works/W1973592428.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W107923952","https://openalex.org/W1010642488","https://openalex.org/W1506629702","https://openalex.org/W1534537822","https://openalex.org/W1966997810","https://openalex.org/W1999209397","https://openalex.org/W2031669843","https://openalex.org/W2035339961","https://openalex.org/W2037777275","https://openalex.org/W2038241593","https://openalex.org/W2069736034","https://openalex.org/W2101184618","https://openalex.org/W2104587463","https://openalex.org/W2126340408","https://openalex.org/W2131314315","https://openalex.org/W2147766104","https://openalex.org/W2165821536","https://openalex.org/W2171960770"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W4317039510","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W2182204190"],"abstract_inverted_index":{"In":[0],"today\u2019s":[1],"increasingly":[2],"competitive":[3],"market,":[4],"consumers":[5,32],"usually":[6],"have":[7],"to":[8,30,84],"face":[9],"a":[10,46,54,70,81,85,94,109,121,127],"huge":[11],"number":[12],"of":[13,36,45,80],"products":[14],"with":[15,93],"different":[16],"designs":[17,35],"but":[18],"having":[19],"the":[20,37,43,78,114,118],"same":[21],"use.":[22],"Therefore,":[23],"an":[24],"important":[25],"problem":[26],"for":[27,57,76,91,107],"manufacturers":[28],"is":[29,74],"attract":[31],"by":[33],"special":[34],"products.":[38],"This":[39],"paper":[40],"aims":[41],"at":[42],"improvement":[44],"consumer-oriented":[47],"approach":[48],"in":[49],"recommending":[50],"products,":[51],"and":[52,66,97,117,126],"proposing":[53],"recommendation":[55,110,122],"system":[56,123],"Japanese":[58],"traditional":[59],"crafts":[60],"based":[61],"on":[62],"target-oriented":[63,71],"fuzzy":[64,72],"method":[65,73],"ontological":[67],"engineering.":[68],"Specifically,":[69],"used":[75],"measuring":[77],"fitness":[79],"selected":[82],"attribute":[83],"certain":[86],"object.":[87],"Two":[88],"aggregation":[89,115],"models":[90,116],"dealing":[92],"multiattribute":[95],"evaluation":[96],"ranking":[98,102,119],"are":[99,104],"introduced;":[100],"four":[101],"methods":[103],"also":[105],"examined":[106],"getting":[108],"list.":[111],"To":[112],"test":[113,129],"methods,":[120],"was":[124,130],"developed":[125],"comparison":[128],"conducted.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
