{"id":"https://openalex.org/W2048227149","doi":"https://doi.org/10.1145/2390116.2390125","title":"Stylometric relevance-feedback towards a hybrid book recommendation algorithm","display_name":"Stylometric relevance-feedback towards a hybrid book recommendation algorithm","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W2048227149","doi":"https://doi.org/10.1145/2390116.2390125","mag":"2048227149"},"language":"en","primary_location":{"id":"doi:10.1145/2390116.2390125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2390116.2390125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fifth ACM workshop on Research advances in large digital book repositories and complementary media","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/A5102994552","display_name":"Paula Vaz","orcid":"https://orcid.org/0000-0002-0228-5957"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Paula Cristina Vaz","raw_affiliation_strings":["INESC-ID/IST, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID/IST, Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089103785","display_name":"David Martins de Matos","orcid":"https://orcid.org/0000-0001-8631-2870"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"David Martins de Matos","raw_affiliation_strings":["INESC-ID/IST, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID/IST, Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055101594","display_name":"Bruno Martins","orcid":"https://orcid.org/0000-0002-3856-2936"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Martins","raw_affiliation_strings":["IST/INESC-ID, Porto Salvo, Portugal","IST/Inesc-ID, Porto Salvo, Portugal"],"affiliations":[{"raw_affiliation_string":"IST/INESC-ID, Porto Salvo, Portugal","institution_ids":["https://openalex.org/I121345201"]},{"raw_affiliation_string":"IST/Inesc-ID, Porto Salvo, Portugal","institution_ids":["https://openalex.org/I121345201"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102994552"],"corresponding_institution_ids":["https://openalex.org/I121345201"],"apc_list":null,"apc_paid":null,"fwci":2.1316,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90173428,"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":"13","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9976000189781189,"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":0.9976000189781189,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9937999844551086,"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/relevance","display_name":"Relevance (law)","score":0.8176825642585754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8023010492324829},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.8002760410308838},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7788134813308716},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.7263321876525879},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.7053178548812866},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6405978202819824},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6405659914016724},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6276835799217224},{"id":"https://openalex.org/keywords/writing-style","display_name":"Writing style","score":0.6242626309394836},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.5801056027412415},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34191614389419556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28572624921798706},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.12277418375015259},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08769220113754272},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07606381177902222}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.8176825642585754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8023010492324829},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.8002760410308838},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7788134813308716},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.7263321876525879},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.7053178548812866},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6405978202819824},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6405659914016724},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6276835799217224},{"id":"https://openalex.org/C13622073","wikidata":"https://www.wikidata.org/wiki/Q2243831","display_name":"Writing style","level":2,"score":0.6242626309394836},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.5801056027412415},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34191614389419556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28572624921798706},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.12277418375015259},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08769220113754272},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07606381177902222},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2390116.2390125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2390116.2390125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fifth ACM workshop on Research advances in large digital book repositories and complementary media","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1542664738","https://openalex.org/W1603378382","https://openalex.org/W1772033315","https://openalex.org/W1880262756","https://openalex.org/W1980150549","https://openalex.org/W2001530795","https://openalex.org/W2022204750","https://openalex.org/W2042281163","https://openalex.org/W2043403353","https://openalex.org/W2072828027","https://openalex.org/W2094059985","https://openalex.org/W2100235918","https://openalex.org/W2105879156","https://openalex.org/W2108557656","https://openalex.org/W2116206254","https://openalex.org/W2126631960","https://openalex.org/W2127480961","https://openalex.org/W2137728971","https://openalex.org/W2146665816","https://openalex.org/W2164547069","https://openalex.org/W2171960770"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2098758514","https://openalex.org/W2735929803","https://openalex.org/W3008845055","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"Reading":[0],"is":[1,21],"an":[2],"important":[3],"activity":[4],"for":[5,29,41],"individuals.":[6],"Content-based":[7],"recommendation":[8,61,80],"systems":[9,62],"are,":[10],"typically,":[11],"used":[12,133],"to":[13,55,134],"recommend":[14],"scientific":[15,33],"papers":[16],"or":[17,27,48],"news,":[18],"where":[19],"search":[20,37],"driven":[22],"by":[23,46,67],"topic.":[24],"Literary":[25],"reading":[26,28],"leisure":[30],"differs":[31],"from":[32],"reading,":[34],"because":[35],"users":[36],"books":[38,69],"not":[39,144],"only":[40],"their":[42],"topic":[43],"but":[44],"also":[45],"author":[47],"writing":[49,82,119,129],"style.":[50],"Choosing":[51],"a":[52,98,103],"new":[53],"book":[54,122,125],"read":[56],"can":[57,63,131],"be":[58,132],"tricky":[59],"and":[60,84,139],"make":[64],"it":[65],"easy":[66],"selecting":[68],"that":[70,101,118,124,140],"the":[71,85,112],"user":[72,91],"will":[73],"like.":[74],"In":[75],"this":[76],"paper":[77],"we":[78,116],"study":[79],"through":[81],"style":[83,120],"influence":[86],"of":[87],"negative":[88,141],"examples":[89,142],"in":[90,97],"preferences.":[92],"Our":[93],"experiments":[94],"were":[95],"conducted":[96],"hybrid":[99],"set-up":[100],"combines":[102],"collaborative":[104,136],"filtering":[105,137],"algorithm":[106],"with":[107,128],"stylometric":[108],"relevance":[109],"feedback.":[110],"Using":[111],"LitRec":[113],"data":[114],"set,":[115],"demonstrate":[117],"influences":[121],"selection;":[123],"content,":[126],"characterized":[127],"style,":[130],"improve":[135,145],"results;":[138],"do":[143],"final":[146],"predictions.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}