{"id":"https://openalex.org/W2032094305","doi":"https://doi.org/10.1145/2809643.2809648","title":"A General Architecture for an Emotion-aware Content-based Recommender System","display_name":"A General Architecture for an Emotion-aware Content-based Recommender System","publication_year":2015,"publication_date":"2015-09-15","ids":{"openalex":"https://openalex.org/W2032094305","doi":"https://doi.org/10.1145/2809643.2809648","mag":"2032094305"},"language":"en","primary_location":{"id":"doi:10.1145/2809643.2809648","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2809643.2809648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems 2015","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/A5076295894","display_name":"Fedelucio Narducci","orcid":"https://orcid.org/0000-0002-9255-3256"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Fedelucio Narducci","raw_affiliation_strings":["Dept. of Computer Science, University of Bari 'Aldo Moro', Italy","Department of Computer Science, University of Bari Aldo Moro, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari 'Aldo Moro', Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020864885","display_name":"Marco de Gemmis","orcid":"https://orcid.org/0000-0002-2007-9559"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco de Gemmis","raw_affiliation_strings":["Dept. of Computer Science, University of Bari 'Aldo Moro', Italy","Department of Computer Science, University of Bari Aldo Moro, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari 'Aldo Moro', Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011978745","display_name":"Pasquale Lops","orcid":"https://orcid.org/0000-0002-6866-9451"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Lops","raw_affiliation_strings":["Dept. of Computer Science, University of Bari 'Aldo Moro', Italy","Department of Computer Science, University of Bari Aldo Moro, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari 'Aldo Moro', Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076295894"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":0.2872,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.54885728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9993000030517578,"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":0.9993000030517578,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9807999730110168,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8418458104133606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8245761394500732},{"id":"https://openalex.org/keywords/emotive","display_name":"Emotive","score":0.7988268136978149},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5951433181762695},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5517963767051697},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5369816422462463},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.5091015696525574},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.44205355644226074},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4411836564540863},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4407604932785034},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4361482262611389},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36347854137420654},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3605121374130249},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09755131602287292}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8418458104133606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8245761394500732},{"id":"https://openalex.org/C2776215170","wikidata":"https://www.wikidata.org/wiki/Q5373820","display_name":"Emotive","level":2,"score":0.7988268136978149},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5951433181762695},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5517963767051697},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5369816422462463},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.5091015696525574},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.44205355644226074},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4411836564540863},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4407604932785034},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4361482262611389},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36347854137420654},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3605121374130249},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09755131602287292},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2809643.2809648","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2809643.2809648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems 2015","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/179083","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/179083","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1506660292","https://openalex.org/W1561198779","https://openalex.org/W1827777223","https://openalex.org/W1883278639","https://openalex.org/W2011375080","https://openalex.org/W2024190269","https://openalex.org/W2081724542","https://openalex.org/W2092769001","https://openalex.org/W2105468141","https://openalex.org/W2116206254","https://openalex.org/W2123856966","https://openalex.org/W2153631993","https://openalex.org/W2404905139","https://openalex.org/W4245605774","https://openalex.org/W6713363862","https://openalex.org/W7062008220"],"related_works":["https://openalex.org/W3004257401","https://openalex.org/W4248663371","https://openalex.org/W3167630016","https://openalex.org/W2978897034","https://openalex.org/W1966281075","https://openalex.org/W2786096260","https://openalex.org/W2263121790","https://openalex.org/W2385515133","https://openalex.org/W3134184892","https://openalex.org/W3127378466"],"abstract_inverted_index":{"Emotions":[0],"play":[1],"a":[2,64,100,113,128],"crucial":[3],"role":[4],"in":[5,58],"the":[6,16,19,22,33,46,74,77,87,132,140],"decision":[7,47],"making":[8,48],"process.":[9],"Frequently,":[10],"choices":[11],"are":[12,39,69,145],"strongly":[13],"influenced":[14,138],"by":[15,79,139],"mood":[17],"of":[18,67,76,134],"moment,":[20],"and":[21,143],"same":[23,34],"person":[24],"could":[25],"take":[26],"different":[27,30],"decisions":[28],"at":[29],"time":[31],"on":[32,73,86,131],"topic.":[35],"Recommender":[36],"systems,":[37],"that":[38,82,116],"definitively":[40],"recognized":[41],"as":[42],"tools":[43],"for":[44,103,121],"supporting":[45],"process,":[49],"demonstrated":[50],"to":[51],"be":[52],"more":[53],"accurate":[54],"exploiting":[55,80],"emotive":[56],"labels":[57],"several":[59],"work.":[60],"For":[61],"this":[62,96],"reason":[63],"large":[65],"number":[66],"researchers":[68,117],"focusing":[70],"their":[71,122],"attention":[72],"analysis":[75],"emotions":[78],"data":[81],"users":[83],"daily":[84],"disseminate":[85],"Web":[88],"(e.g.:":[89],"Social":[90],"Networks,":[91],"Blogs,":[92],"Forums,":[93],"etc.).":[94],"In":[95],"paper":[97],"we":[98,111],"propose":[99],"general":[101],"architecture":[102],"implementing":[104],"an":[105],"emotion-aware":[106],"content-based":[107],"recommender":[108],"system.":[109],"Furthermore,":[110],"developed":[112],"web":[114],"service":[115],"can":[118],"freely":[119],"exploit":[120],"own":[123],"implementations.":[124],"We":[125],"carried":[126],"out":[127],"user":[129,141],"study":[130],"domain":[133],"music":[135],"recommendation,":[136],"particularly":[137],"emotion,":[142],"results":[144],"very":[146],"promising.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}