{"id":"https://openalex.org/W1987147604","doi":"https://doi.org/10.1145/1877850.1877861","title":"Implicit news recommendation based on user interest models and multimodal content analysis","display_name":"Implicit news recommendation based on user interest models and multimodal content analysis","publication_year":2010,"publication_date":"2010-10-29","ids":{"openalex":"https://openalex.org/W1987147604","doi":"https://doi.org/10.1145/1877850.1877861","mag":"1987147604"},"language":"en","primary_location":{"id":"doi:10.1145/1877850.1877861","doi":"https://doi.org/10.1145/1877850.1877861","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1877850.1877861","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 international workshop on Automated information extraction in media production","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5000363960","display_name":"Riccardo Di Massa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Di Massa","raw_affiliation_strings":["Politecnico di Torino, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016414347","display_name":"Maurizio Montagnuolo","orcid":"https://orcid.org/0000-0002-6535-0322","observed_orcids":["https://orcid.org/0000-0002-6535-0322"]},"institutions":[{"id":"https://openalex.org/I2802607104","display_name":"Radiotelevisione Italiana (Italy)","ror":"https://ror.org/05rfemm41","country_code":"IT","type":"company","lineage":["https://openalex.org/I2802607104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Montagnuolo","raw_affiliation_strings":["RAI Radiotelevisione Italiana, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RAI Radiotelevisione Italiana, Torino, Italy","institution_ids":["https://openalex.org/I2802607104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034471582","display_name":"Alberto Messina","orcid":"https://orcid.org/0000-0002-8262-2449","observed_orcids":["https://orcid.org/0000-0002-8262-2449"]},"institutions":[{"id":"https://openalex.org/I2802607104","display_name":"Radiotelevisione Italiana (Italy)","ror":"https://ror.org/05rfemm41","country_code":"IT","type":"company","lineage":["https://openalex.org/I2802607104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Messina","raw_affiliation_strings":["RAI Radiotelevisione Italiana, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RAI Radiotelevisione Italiana, Torino, Italy","institution_ids":["https://openalex.org/I2802607104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9882,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.74762947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.0,"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/user-interest-modeling","display_name":"user interest modeling","score":0.7710000276565552},{"id":"https://openalex.org/keywords/multimodal-content-analysis","display_name":"multimodal content analysis","score":0.9869999885559082},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"latent semantic analysis","score":0.9850000143051147},{"id":"https://openalex.org/keywords/online-newspapers","display_name":"online newspapers","score":0.7940000295639038},{"id":"https://openalex.org/keywords/broadcast-news","display_name":"broadcast news","score":0.8370000123977661},{"id":"https://openalex.org/keywords/personalization","display_name":"personalization","score":0.42500001192092896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328392505645752},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7783513069152832},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.6463675498962402},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.569991946220398},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.5496987104415894},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5162384510040283},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.482001930475235},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.4297577142715454},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3348453640937805},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.26350370049476624},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.15834739804267883},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1877850.1877861","doi":"https://doi.org/10.1145/1877850.1877861","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1877850.1877861","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 international workshop on Automated information extraction in media production","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1563042785","https://openalex.org/W1684737521","https://openalex.org/W1803977251","https://openalex.org/W2009937874","https://openalex.org/W2019041908","https://openalex.org/W2038721957","https://openalex.org/W2109421086","https://openalex.org/W2147152072","https://openalex.org/W2153111836","https://openalex.org/W2171936853","https://openalex.org/W4235505822"],"related_works":["https://openalex.org/W2095890465","https://openalex.org/W1981295023","https://openalex.org/W2947062275","https://openalex.org/W4295046508","https://openalex.org/W4385477953","https://openalex.org/W2593014441","https://openalex.org/W4409239441","https://openalex.org/W4414647313","https://openalex.org/W4387742962","https://openalex.org/W4410102120"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"implicit":[4],"news":[5,74,94],"recommender":[6],"system":[7,80],"based":[8],"on":[9],"the":[10,22,52,62,82,104,107],"user's":[11],"interests":[12,44,66],"and":[13,31,34,40,67,72,87,92],"multimodal":[14],"content":[15],"analysis.":[16],"Multimodality":[17],"is":[18,58,81],"here":[19],"intended":[20],"as":[21],"capability":[23],"of":[24,51,78,106],"integrating":[25],"multiple":[26],"modes,":[27],"e.g.":[28,37],"radio-television":[29],"channels":[30],"Web":[32],"sites,":[33],"different":[35],"media,":[36],"written":[38],"text":[39],"spoken":[41],"content.":[42],"Personal":[43],"are":[45],"inferred":[46],"by":[47],"natural":[48],"language":[49],"processing":[50],"users'":[53],"blogs.":[54],"Latent":[55],"semantic":[56],"analysis":[57],"used":[59],"to":[60,84],"find":[61],"relationships":[63],"between":[64],"such":[65],"both":[68],"online":[69,89],"newspaper":[70],"articles":[71],"broadcast":[73],"stories.":[75],"The":[76],"novelty":[77],"this":[79],"ability":[83],"treat":[85],"equally":[86],"simultaneously":[88],"press":[90],"reports":[91],"TV":[93],"streams.":[95],"Experiments":[96],"in":[97],"a":[98],"long-term":[99],"real-world":[100],"usage":[101],"scenario":[102],"demonstrate":[103],"quality":[105],"proposed":[108],"recommendations.":[109]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}