{"id":"https://openalex.org/W1586323999","doi":"https://doi.org/10.1007/978-3-540-30549-1_94","title":"A Symbolic Hybrid Approach to Face the New User Problem in Recommender Systems","display_name":"A Symbolic Hybrid Approach to Face the New User Problem in Recommender Systems","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1586323999","doi":"https://doi.org/10.1007/978-3-540-30549-1_94","mag":"1586323999"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-30549-1_94","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"book-chapter","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/A5049490188","display_name":"Byron Leite Dantas Bezerra","orcid":"https://orcid.org/0000-0002-8327-9734"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Byron Bezerra","raw_affiliation_strings":["Centro de Informatica \u2013 CIn / UFPE, Recife, PE, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Centro de Informatica \u2013 CIn / UFPE, Recife, PE, Brazil#TAB#","institution_ids":["https://openalex.org/I4210123235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079004987","display_name":"Francisco de A.T. de Carvalho","orcid":"https://orcid.org/0000-0003-1128-745X"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco de A T de Carvalho","raw_affiliation_strings":["Centro de Informatica \u2013 CIn / UFPE, Recife, PE, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Centro de Informatica \u2013 CIn / UFPE, Recife, PE, Brazil#TAB#","institution_ids":["https://openalex.org/I4210123235"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"apc_paid":null,"fwci":0.317,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.747193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":80},"biblio":{"volume":null,"issue":null,"first_page":"1011","last_page":"1016"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender System Technologies","score":0.9998,"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 System Technologies","score":0.9998,"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/T10824","display_name":"Shape Matching and Object Recognition","score":0.9978,"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/T11106","display_name":"Trajectory Data Mining and Analysis","score":0.9898,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative Filtering","score":0.618985},{"id":"https://openalex.org/keywords/context-aware-recommender-systems","display_name":"Context-Aware Recommender Systems","score":0.608433},{"id":"https://openalex.org/keywords/content-based-recommendation","display_name":"Content-Based Recommendation","score":0.59831},{"id":"https://openalex.org/keywords/trust-aware-recommender-systems","display_name":"Trust-Aware Recommender Systems","score":0.582527},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User Modeling","score":0.533854},{"id":"https://openalex.org/keywords/information-filtering-system","display_name":"Information filtering system","score":0.4593563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8847209},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.85299075},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8030741},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6630543},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.578177},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.566572},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.51469713},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48259056},{"id":"https://openalex.org/C178674793","wikidata":"https://www.wikidata.org/wiki/Q6031077","display_name":"Information filtering system","level":2,"score":0.4593563},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.45154333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4243179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34635776},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34568357},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10192534},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","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":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-30549-1_94","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":8,"referenced_works":["https://openalex.org/W1570159982","https://openalex.org/W158759942","https://openalex.org/W1971040550","https://openalex.org/W2017711545","https://openalex.org/W2034024435","https://openalex.org/W2085937320","https://openalex.org/W2110325612","https://openalex.org/W4232980324"],"related_works":["https://openalex.org/W4220714703","https://openalex.org/W4210781607","https://openalex.org/W3008845055","https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2103058005","https://openalex.org/W2098758514","https://openalex.org/W2041004656","https://openalex.org/W1484355083"],"abstract_inverted_index":{"Recommender":[0,48],"Systems":[1,49],"seek":[2],"to":[3,44,73,93],"furnish":[4],"personalized":[5],"suggestions":[6],"automatically":[7],"based":[8,103,124],"on":[9,104,125],"user":[10,29,36,82,96],"preferences.":[11],"These":[12],"preferences":[13],"are":[14],"usually":[15],"expressed":[16],"as":[17],"a":[18,39,71,90,95,99],"set":[19,32],"of":[20,33,53,77],"items":[21],"either":[22],"directly":[23],"or":[24,62],"indirectly":[25],"given":[26],"by":[27],"the":[28,31,35,54,75,80,85,112,119],"(e.g.,":[30],"products":[34],"bought":[37],"in":[38,79],"virtual":[40],"store).":[41],"In":[42,66],"order":[43],"suggest":[45],"new":[46],"items,":[47],"generally":[50],"use":[51],"one":[52],"following":[55],"approaches:":[56],"Content":[57,115],"Based":[58,116],"Filtering,":[59],"Collaborative":[60,122],"Filtering":[61],"hybrid":[63,100],"filtering":[64,101],"methods.":[65],"this":[67],"paper":[68],"we":[69],"propose":[70],"strategy":[72],"improve":[74],"quality":[76],"recommendation":[78],"first":[81],"contact":[83],"with":[84],"system.":[86],"Our":[87,108],"approach":[88],"includes":[89],"suitable":[91],"plan":[92],"acquiring":[94],"profile":[97],"and":[98,118],"method":[102],"Modal":[105,113],"Symbolic":[106,114],"Data.":[107],"proposed":[109],"technique":[110],"outperforms":[111],"Filter":[117,123],"standard":[120],"kNN":[121],"Pearson":[126],"Correlation.":[127]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1586323999","counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2024-11-24T01:23:56.962736","created_date":"2016-06-24"}