{"id":"https://openalex.org/W2744224769","doi":"https://doi.org/10.1145/3106426.3106535","title":"Affective prediction by collaborative chains in movie recommendation","display_name":"Affective prediction by collaborative chains in movie recommendation","publication_year":2017,"publication_date":"2017-08-10","ids":{"openalex":"https://openalex.org/W2744224769","doi":"https://doi.org/10.1145/3106426.3106535","mag":"2744224769"},"language":"en","primary_location":{"id":"doi:10.1145/3106426.3106535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3106535","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","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/A5051900701","display_name":"Yong Zheng","orcid":"https://orcid.org/0000-0003-4990-4580"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yong Zheng","raw_affiliation_strings":["Illinois Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051900701"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":1.4045,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83381924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"815","last_page":"822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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/T11309","display_name":"Music and Audio Processing","score":0.9882000088691711,"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/T11439","display_name":"Video Analysis and Summarization","score":0.987500011920929,"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/recommender-system","display_name":"Recommender system","score":0.9013609886169434},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.8290750980377197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7625043392181396},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7092915773391724},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5514843463897705},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3334372937679291},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.30603647232055664},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21982485055923462}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9013609886169434},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.8290750980377197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625043392181396},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7092915773391724},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5514843463897705},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3334372937679291},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30603647232055664},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21982485055923462},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3106426.3106535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3106535","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W55768394","https://openalex.org/W56073274","https://openalex.org/W79036413","https://openalex.org/W192167603","https://openalex.org/W1523915939","https://openalex.org/W1524416683","https://openalex.org/W1560147776","https://openalex.org/W1575201818","https://openalex.org/W1576240472","https://openalex.org/W1586317846","https://openalex.org/W1967661515","https://openalex.org/W1998889130","https://openalex.org/W1999031685","https://openalex.org/W2001481583","https://openalex.org/W2006249313","https://openalex.org/W2030385985","https://openalex.org/W2032254851","https://openalex.org/W2035055162","https://openalex.org/W2128407742","https://openalex.org/W2134539427","https://openalex.org/W2156103833","https://openalex.org/W2168493061","https://openalex.org/W2275389622","https://openalex.org/W2404905139","https://openalex.org/W2405190343","https://openalex.org/W2466770681","https://openalex.org/W2473311477","https://openalex.org/W2480535768","https://openalex.org/W2481733604","https://openalex.org/W2483307068","https://openalex.org/W2573691746","https://openalex.org/W2587719861","https://openalex.org/W2594080473","https://openalex.org/W2725754265","https://openalex.org/W2744694118","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W3008845055","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W4251329182","https://openalex.org/W2098758514"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"have":[2,18],"been":[3,19],"successfully":[4],"applied":[5,61],"to":[6,29,42,56,59],"alleviate":[7],"the":[8,40,63,102],"information":[9],"overload":[10],"and":[11,52,84],"assist":[12],"user's":[13,34],"decision":[14],"makings.":[15],"Emotional":[16],"states":[17,79],"demonstrated":[20],"as":[21,73],"effective":[22],"factors":[23],"in":[24,62,80,110],"recommender":[25,45],"systems.":[26,46],"However,":[27],"how":[28],"collect":[30],"or":[31],"predict":[32,57],"a":[33,81,97],"emotional":[35,78],"state":[36],"becomes":[37],"one":[38],"of":[39,104],"challenges":[41],"build":[43],"affective":[44,105],"In":[47],"this":[48],"paper,":[49],"we":[50,68],"explore":[51],"compare":[53],"different":[54],"solutions":[55],"emotions":[58,89],"be":[60],"recommendation":[64],"process.":[65],"More":[66],"specifically,":[67],"propose":[69],"an":[70],"approach":[71],"named":[72],"collaborative":[74,82,108],"chains.":[75],"It":[76],"predicts":[77],"way":[83],"additionally":[85],"takes":[86],"correlations":[87],"among":[88],"into":[90],"consideration.":[91],"Our":[92],"experimental":[93],"results":[94],"based":[95],"on":[96],"movie":[98,111],"rating":[99],"data":[100],"demonstrate":[101],"effectiveness":[103],"prediction":[106],"by":[107],"chains":[109],"recommendations.":[112]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}