{"id":"https://openalex.org/W2294863539","doi":null,"title":"Personality-Based Recommendations: Evidence from Amazon.com","display_name":"Personality-Based Recommendations: Evidence from Amazon.com","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2294863539","mag":"2294863539"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.727.2879","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.2879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.stern.nyu.edu/padamopo/Personality-Based%20Recommendations%20Evidence%20from%20Amazon.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5068145529","display_name":"Panagiotis Adamopoulos","orcid":"https://orcid.org/0000-0002-4289-1767","observed_orcids":["https://orcid.org/0000-0002-4289-1767"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Panagiotis Adamopoulos","raw_affiliation_strings":["Information and Decision Sciences"],"raw_orcid":"https://orcid.org/0000-0002-4289-1767","affiliations":[{"raw_affiliation_string":"Information and Decision Sciences","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090394028","display_name":"Vilma Todri","orcid":"https://orcid.org/0000-0002-8346-7364","observed_orcids":["https://orcid.org/0000-0002-8346-7364"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vilma Todri","raw_affiliation_strings":["New York University Leonard N. Stern School of Business"],"raw_orcid":"https://orcid.org/0000-0002-8346-7364","affiliations":[{"raw_affiliation_string":"New York University Leonard N. Stern School of Business","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.657,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87865744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":9.999999747378752e-05,"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/T14435","display_name":"Information Retrieval and Data Mining","score":9.999999747378752e-05,"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/recommender-systems","display_name":"recommender systems","score":0.9869999885559082},{"id":"https://openalex.org/keywords/personality-traits","display_name":"personality traits","score":0.6449999809265137},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"user-generated content","score":0.7749999761581421},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.8859999775886536},{"id":"https://openalex.org/keywords/recommendation-accuracy","display_name":"recommendation accuracy","score":0.5609999895095825},{"id":"https://openalex.org/keywords/amazon-com","display_name":"Amazon.com","score":0.49399998784065247}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.8337208032608032},{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.7046190500259399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6601738929748535},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.6158112287521362},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5545908212661743},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5218852162361145},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3365514278411865},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33129066228866577},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28411591053009033},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.21011140942573547},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.727.2879","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.2879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.stern.nyu.edu/padamopo/Personality-Based%20Recommendations%20Evidence%20from%20Amazon.pdf","raw_type":"text"},{"id":"mag:2294863539","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-1441/recsys2015_poster16.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S7407086088","display_name":"ACM Conference on Recommender Systems (RecSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Conference on Recommender Systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W44611163","https://openalex.org/W135674739","https://openalex.org/W187208967","https://openalex.org/W634842603","https://openalex.org/W744439142","https://openalex.org/W1973871257","https://openalex.org/W1985071194","https://openalex.org/W2025380177","https://openalex.org/W2038347112","https://openalex.org/W2054106228","https://openalex.org/W2058818389","https://openalex.org/W2064303302","https://openalex.org/W2115474071","https://openalex.org/W2137351972","https://openalex.org/W2140910804","https://openalex.org/W2148922992","https://openalex.org/W2151051036","https://openalex.org/W2151588051","https://openalex.org/W2281492572","https://openalex.org/W2294169544","https://openalex.org/W2400574415","https://openalex.org/W2532755691","https://openalex.org/W2555657064","https://openalex.org/W2620931863"],"related_works":["https://openalex.org/W4323922119","https://openalex.org/W2114137133","https://openalex.org/W2296519161","https://openalex.org/W7099719785","https://openalex.org/W4210319611","https://openalex.org/W2295421910","https://openalex.org/W2478254599","https://openalex.org/W3095222538","https://openalex.org/W2573247827","https://openalex.org/W3106607171"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"evaluate":[4],"the":[5,20,43,56],"accuracy":[6],"of":[7,26,58],"personality-based":[8],"recommendations":[9],"using":[10],"a":[11],"real-world":[12],"data":[13],"set":[14],"from":[15],"Ama-zon.com.":[16],"We":[17,49],"automatically":[18],"infer":[19],"personality":[21,52,65],"traits,":[22],"needs,":[23],"and":[24],"values":[25],"users":[27,44],"based":[28],"on":[29],"unstructured":[30],"user-generated":[31],"content":[32],"in":[33,61,71],"social":[34],"media,":[35],"rather":[36],"than":[37],"administering":[38],"question-naires":[39],"or":[40],"explicitly":[41],"asking":[42],"to":[45],"self-report":[46],"their":[47],"char-acteristics.":[48],"find":[50],"that":[51],"characteristics":[53],"signifi-cantly":[54],"increase":[55],"performance":[57],"recommender":[59],"systems,":[60],"general,":[62],"while":[63],"different":[64],"models":[66],"exhibit":[67],"statisti-cally":[68],"significant":[69],"differences":[70],"predictive":[72],"performance.":[73]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
