{"id":"https://openalex.org/W1988882536","doi":"https://doi.org/10.1145/1864708.1864769","title":"Towards context-aware personalization and a broad perspective on the semantics of news articles","display_name":"Towards context-aware personalization and a broad perspective on the semantics of news articles","publication_year":2010,"publication_date":"2010-09-26","ids":{"openalex":"https://openalex.org/W1988882536","doi":"https://doi.org/10.1145/1864708.1864769","mag":"1988882536"},"language":"en","primary_location":{"id":"doi:10.1145/1864708.1864769","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1864708.1864769","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM conference on Recommender systems","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/A5032153250","display_name":"Jeremy Jancsary","orcid":null},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Jeremy Jancsary","raw_affiliation_strings":["Austrian Research Institute for Artificial Intelligence, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Research Institute for Artificial Intelligence, Vienna, Austria","institution_ids":["https://openalex.org/I161878677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026459289","display_name":"Friedrich Neubarth","orcid":null},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Friedrich Neubarth","raw_affiliation_strings":["Austrian Research Institute for Artificial Intelligence, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Research Institute for Artificial Intelligence, Vienna, Austria","institution_ids":["https://openalex.org/I161878677"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090301030","display_name":"Harald Trost","orcid":null},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Harald Trost","raw_affiliation_strings":["Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032153250"],"corresponding_institution_ids":["https://openalex.org/I161878677"],"apc_list":null,"apc_paid":null,"fwci":4.8559,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.95224003,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9951000213623047,"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/clickstream","display_name":"Clickstream","score":0.8732584118843079},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.831950306892395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.766335129737854},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6479968428611755},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6346733570098877},{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.6309171915054321},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5899013876914978},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5729482173919678},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5508119463920593},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5302825570106506},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4951840937137604},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.44076424837112427},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44018325209617615},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41157758235931396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2041328251361847},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.19954249262809753},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.13825052976608276},{"id":"https://openalex.org/keywords/web-2.0","display_name":"Web 2.0","score":0.11422273516654968},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10845533013343811}],"concepts":[{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.8732584118843079},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.831950306892395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766335129737854},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6479968428611755},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6346733570098877},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.6309171915054321},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5899013876914978},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5729482173919678},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5508119463920593},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5302825570106506},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4951840937137604},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.44076424837112427},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44018325209617615},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41157758235931396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2041328251361847},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.19954249262809753},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.13825052976608276},{"id":"https://openalex.org/C136699151","wikidata":"https://www.wikidata.org/wiki/Q131164","display_name":"Web 2.0","level":3,"score":0.11422273516654968},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10845533013343811},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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":1,"locations":[{"id":"doi:10.1145/1864708.1864769","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1864708.1864769","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM conference on Recommender systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324190","display_name":"Bundesministerium f\u00fcr Wissenschaft und Forschung","ror":"https://ror.org/02d229b24"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W8200775","https://openalex.org/W1939248712","https://openalex.org/W1967390364","https://openalex.org/W1975588358","https://openalex.org/W2040870580","https://openalex.org/W2095563703","https://openalex.org/W2143521632","https://openalex.org/W2160218441","https://openalex.org/W2171960770","https://openalex.org/W3009009611","https://openalex.org/W4236318182"],"related_works":["https://openalex.org/W2376554757","https://openalex.org/W3036238356","https://openalex.org/W2603387358","https://openalex.org/W612150824","https://openalex.org/W2767445978","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W2361959990","https://openalex.org/W4206057490","https://openalex.org/W2149098859"],"abstract_inverted_index":{"We":[0],"analyze":[1],"preferences":[2],"and":[3,35,46,108,115],"the":[4,33,42,56,67,104,121,128],"reading":[5],"flow":[6],"of":[7,9,76,83,103,106,123,131],"users":[8],"a":[10,23,73,100],"popular":[11],"Austrian":[12],"online":[13,93],"newspaper.":[14],"Unlike":[15],"traditional":[16],"news":[17],"filtering":[18],"approaches,":[19],"we":[20,98,119],"postulate":[21],"that":[22,58],"user's":[24,43],"preference":[25],"for":[26],"particular":[27],"articles":[28],"depends":[29],"not":[30],"only":[31],"on":[32,36,41,47,72,112,127],"topic":[34],"propositional":[37],"contents,":[38],"but":[39],"also":[40],"current":[44],"context":[45],"more":[48,89],"subtle":[49],"attributes.":[50],"Our":[51],"assumption":[52],"is":[53,81],"motivated":[54],"by":[55],"observation":[57],"many":[59],"people":[60],"read":[61],"newspapers":[62],"because":[63],"they":[64],"actually":[65],"enjoy":[66],"process.":[68],"Such":[69],"sentiments":[70],"depend":[71],"complex":[74],"variety":[75],"factors.":[77],"The":[78],"present":[79,99],"study":[80],"part":[82],"an":[84],"ongoing":[85],"effort":[86],"to":[87,92],"bring":[88],"advanced":[90],"personalization":[91],"media.":[94],"Towards":[95],"this":[96],"end,":[97],"systematic":[101],"evaluation":[102],"merit":[105],"contextual":[107],"non-propositional":[109],"features":[110],"based":[111],"real-life":[113],"clickstream":[114],"postings":[116],"data.":[117],"Furthermore,":[118],"assess":[120],"impact":[122],"different":[124],"recommendation":[125],"strategies":[126],"learning":[129],"performance":[130],"our":[132],"system.":[133]},"counts_by_year":[{"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":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}