{"id":"https://openalex.org/W2020181841","doi":"https://doi.org/10.2753/jec1086-4415110203","title":"Utilizing Popularity Characteristics for Product Recommendation","display_name":"Utilizing Popularity Characteristics for Product Recommendation","publication_year":2006,"publication_date":"2006-12-01","ids":{"openalex":"https://openalex.org/W2020181841","doi":"https://doi.org/10.2753/jec1086-4415110203","mag":"2020181841"},"language":"en","primary_location":{"id":"doi:10.2753/jec1086-4415110203","is_oa":false,"landing_page_url":"https://doi.org/10.2753/jec1086-4415110203","pdf_url":null,"source":{"id":"https://openalex.org/S18436875","display_name":"International Journal of Electronic Commerce","issn_l":"1086-4415","issn":["1086-4415","1557-9301"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electronic Commerce","raw_type":"journal-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/A5009353775","display_name":"Hyung Jun Ahn","orcid":"https://orcid.org/0000-0003-1431-7159"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Hyung Jun Ahn","raw_affiliation_strings":["a Waikato Management School, University of Waikato, New Zealand","Waikato Management School, University of Waikato, New Zealand"],"affiliations":[{"raw_affiliation_string":"a Waikato Management School, University of Waikato, New Zealand","institution_ids":["https://openalex.org/I52179390"]},{"raw_affiliation_string":"Waikato Management School, University of Waikato, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009353775"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":null,"apc_paid":null,"fwci":8.2083,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.96871185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"59","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.9842982888221741},{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.929273247718811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7096099853515625},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6723854541778564},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.654139518737793},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6300133466720581},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5590751767158508},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5078385472297668},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3836906850337982},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30248725414276123},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19542893767356873},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1803322434425354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07109379768371582}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9842982888221741},{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.929273247718811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7096099853515625},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6723854541778564},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.654139518737793},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6300133466720581},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5590751767158508},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5078385472297668},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3836906850337982},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30248725414276123},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19542893767356873},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1803322434425354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07109379768371582},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2753/jec1086-4415110203","is_oa":false,"landing_page_url":"https://doi.org/10.2753/jec1086-4415110203","pdf_url":null,"source":{"id":"https://openalex.org/S18436875","display_name":"International Journal of Electronic Commerce","issn_l":"1086-4415","issn":["1086-4415","1557-9301"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electronic Commerce","raw_type":"journal-article"},{"id":"pmh:oai:researchcommons.waikato.ac.nz:10289/1895","is_oa":false,"landing_page_url":"https://hdl.handle.net/10289/1895","pdf_url":null,"source":{"id":"https://openalex.org/S4306400944","display_name":"Research Commons (University of Waikato)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52179390","host_organization_name":"University of Waikato","host_organization_lineage":["https://openalex.org/I52179390"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W179787377","https://openalex.org/W281665770","https://openalex.org/W1480733933","https://openalex.org/W1481309170","https://openalex.org/W1503025338","https://openalex.org/W1509627219","https://openalex.org/W1608872702","https://openalex.org/W1678393259","https://openalex.org/W1971040550","https://openalex.org/W1976964038","https://openalex.org/W1983319117","https://openalex.org/W1992742427","https://openalex.org/W1999047234","https://openalex.org/W2001011771","https://openalex.org/W2005064532","https://openalex.org/W2012713830","https://openalex.org/W2013594690","https://openalex.org/W2033023520","https://openalex.org/W2040498681","https://openalex.org/W2042281163","https://openalex.org/W2049455633","https://openalex.org/W2097268465","https://openalex.org/W2112430581","https://openalex.org/W2113858518","https://openalex.org/W2123504579","https://openalex.org/W2134584261","https://openalex.org/W2139555631","https://openalex.org/W2151281839","https://openalex.org/W2155106456","https://openalex.org/W2158515176","https://openalex.org/W2164235369","https://openalex.org/W2751998548","https://openalex.org/W4212803407"],"related_works":["https://openalex.org/W1837700621","https://openalex.org/W2797500822","https://openalex.org/W2355698112","https://openalex.org/W2022984797","https://openalex.org/W2986679525","https://openalex.org/W2794458286","https://openalex.org/W4205822456","https://openalex.org/W4299358966","https://openalex.org/W2537367858","https://openalex.org/W2981634480"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,19,59],"novel":[4],"approach":[5],"to":[6,44,57],"automated":[7],"product":[8],"recommendation":[9,35,62],"based":[10],"on":[11],"the":[12,23,54,75,82],"popularity":[13,41,46,68],"characteristics":[14],"of":[15,40,48,84],"products.":[16,49],"Popularity":[17],"plays":[18],"significant":[20],"role":[21],"in":[22,34],"consumer":[24],"purchasing":[25],"process":[26],"but":[27],"has":[28],"not":[29],"been":[30],"given":[31],"much":[32],"attention":[33],"research.":[36],"A":[37],"three-dimensional":[38],"model":[39],"is":[42],"used":[43],"develop":[45],"classes":[47],"These":[50],"are":[51,95],"joined":[52],"with":[53,72],"MovieLens":[55],"dataset":[56],"create":[58],"hybrid":[60,76],"movie":[61],"system":[63,77],"that":[64],"combines":[65],"genre":[66],"and":[67,87],"information.":[69],"As":[70],"compared":[71],"collaborative":[73],"filtering,":[74],"shows":[78],"positive":[79],"results":[80],"under":[81],"conditions":[83],"data":[85],"sparsity":[86],"cold-starting.":[88],"Many":[89],"interesting":[90],"issues":[91],"for":[92],"further":[93],"research":[94],"suggested.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
