{"id":"https://openalex.org/W2402683841","doi":"https://doi.org/10.3233/978-1-61499-578-4-195","title":"On the Use of User-generated Content in Critiquing Recommendation","display_name":"On the Use of User-generated Content in Critiquing Recommendation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2402683841","doi":"https://doi.org/10.3233/978-1-61499-578-4-195","mag":"2402683841"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-578-4-195","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-578-4-195","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"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":null,"display_name":"Contreras David","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Contreras David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116338010","display_name":"Salam oacute Maria","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salam&oacute; Maria","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1418,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81336257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9598000049591064,"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":0.9598000049591064,"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/content","display_name":"Content (measure theory)","score":0.6482791304588318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6114857196807861},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48496580123901367},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4479830861091614},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35743236541748047},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3265964686870575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.118935227394104}],"concepts":[{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6482791304588318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6114857196807861},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48496580123901367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4479830861091614},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35743236541748047},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3265964686870575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.118935227394104},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-578-4-195","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-578-4-195","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W4233433299","https://openalex.org/W2379384513","https://openalex.org/W2213288308","https://openalex.org/W2884856691","https://openalex.org/W4244821991","https://openalex.org/W2125732910","https://openalex.org/W2909905999"],"abstract_inverted_index":{"User-generated":[0],"content":[1,6,31,82,107],"is":[2,8,32,99,108],"any":[3],"form":[4],"of":[5,12,36,48,103],"that":[7,45,97],"created":[9,33],"by":[10,20,34],"users":[11],"an":[13,62],"online":[14],"system":[15],"or":[16,39],"service,":[17],"often":[18],"made":[19],"available":[21],"via":[22],"social":[23],"media":[24],"websites.":[25],"Usually,":[26],"on":[27],"eCommerce":[28],"websites,":[29],"user-generated":[30,52,81,106],"means":[35],"reviews,":[37],"opinions":[38],"ratings":[40],"about":[41,54],"products.":[42],"We":[43],"consider":[44],"a":[46,84],"wealth":[47],"collaborative":[49],"information":[50],"(i.e.,":[51],"content)":[53],"the":[55,94,111],"products":[56],"can":[57],"now":[58],"be":[59],"used":[60],"in":[61,101],"critiquing":[63],"recommendation":[64,91],"process":[65],"to":[66,83,110],"improve":[67],"its":[68],"outcome.":[69],"In":[70],"this":[71],"paper":[72],"we":[73],"describe":[74],"and":[75,93],"analyze":[76],"two":[77,90],"approaches":[78],"for":[79],"adding":[80],"critiquing-based":[85],"recommender.":[86,112],"Our":[87],"analysis":[88],"includes":[89],"scenarios":[92],"results":[95],"indicate":[96],"efficiency":[98],"improved":[100],"both":[102],"them":[104],"when":[105],"added":[109]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
