{"id":"https://openalex.org/W2780136555","doi":"https://doi.org/10.1145/3148011.3148035","title":"Content Recommendation through Semantic Annotation of User Reviews and Linked Data","display_name":"Content Recommendation through Semantic Annotation of User Reviews and Linked Data","publication_year":2017,"publication_date":"2017-12-04","ids":{"openalex":"https://openalex.org/W2780136555","doi":"https://doi.org/10.1145/3148011.3148035","mag":"2780136555"},"language":"en","primary_location":{"id":"doi:10.1145/3148011.3148035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148011.3148035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Knowledge Capture Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1157871","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023422322","display_name":"Iacopo Vagliano","orcid":"https://orcid.org/0000-0002-3066-9464"},"institutions":[{"id":"https://openalex.org/I2800024560","display_name":"ZBW \u2013 Leibniz-Informationszentrum Wirtschaft","ror":"https://ror.org/03a96gc12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800024560","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Iacopo Vagliano","raw_affiliation_strings":["ZBW-Leibniz Information Centre for Economics, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"ZBW-Leibniz Information Centre for Economics, Kiel, Germany","institution_ids":["https://openalex.org/I2800024560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088872754","display_name":"Diego Monti","orcid":"https://orcid.org/0000-0002-3821-5379"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Diego Monti","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005533034","display_name":"Ansgar Scherp","orcid":"https://orcid.org/0000-0002-2653-9245"},"institutions":[{"id":"https://openalex.org/I2800024560","display_name":"ZBW \u2013 Leibniz-Informationszentrum Wirtschaft","ror":"https://ror.org/03a96gc12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800024560","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ansgar Scherp","raw_affiliation_strings":["ZBW-Leibniz Information Centre for Economics, Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"ZBW-Leibniz Information Centre for Economics, Kiel, Germany","institution_ids":["https://openalex.org/I2800024560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084048546","display_name":"Maurizio Morisio","orcid":"https://orcid.org/0000-0001-7362-906X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Morisio","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023422322"],"corresponding_institution_ids":["https://openalex.org/I2800024560"],"apc_list":null,"apc_paid":null,"fwci":1.0117,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8464556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9911999702453613,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9873999953269958,"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/computer-science","display_name":"Computer science","score":0.857182502746582},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7906124591827393},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7304080128669739},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.6881811618804932},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6827728748321533},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6753990054130554},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6249316930770874},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6052714586257935},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5709313750267029},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.567202091217041},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.5257661938667297},{"id":"https://openalex.org/keywords/social-web","display_name":"Social web","score":0.4572269022464752},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.38709259033203125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18492791056632996}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.857182502746582},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7906124591827393},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7304080128669739},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.6881811618804932},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6827728748321533},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6753990054130554},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6249316930770874},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6052714586257935},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5709313750267029},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.567202091217041},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.5257661938667297},{"id":"https://openalex.org/C503923677","wikidata":"https://www.wikidata.org/wiki/Q2724244","display_name":"Social web","level":3,"score":0.4572269022464752},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.38709259033203125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18492791056632996},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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":5,"locations":[{"id":"doi:10.1145/3148011.3148035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148011.3148035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Knowledge Capture Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.stir.ac.uk:1893/28019","is_oa":false,"landing_page_url":"http://dspace.stir.ac.uk/bitstream/1893/28019/1/Vagliano%20et%20al%202017.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400268","display_name":"Stirling Online Research Repository (University of Stirling)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12093191","host_organization_name":"University of Stirling","host_organization_lineage":["https://openalex.org/I12093191"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:porto.polito.it:2681546","is_oa":false,"landing_page_url":"http://porto.polito.it/2681546/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pub.zbw.eu:11108/345","is_oa":false,"landing_page_url":"http://hdl.handle.net/11108/345","pdf_url":null,"source":{"id":"https://openalex.org/S4306402552","display_name":"ZBW Publication Archive (ZBW \u2013 Leibniz Information Centre for Economics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800024560","host_organization_name":"ZBW \u2013 Leibniz-Informationszentrum Wirtschaft","host_organization_lineage":["https://openalex.org/I2800024560"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:conferenceObject"},{"id":"pmh:oai:zenodo.org:1157871","is_oa":true,"landing_page_url":"https://zenodo.org/record/1157871","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1157871","is_oa":true,"landing_page_url":"https://zenodo.org/record/1157871","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3143778357","display_name":null,"funder_award_id":"693092","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5399421359","display_name":null,"funder_award_id":"H2020-693092","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7341036300","display_name":null,"funder_award_id":"H2020-693092 MOVING","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W152377028","https://openalex.org/W1808782381","https://openalex.org/W2026810221","https://openalex.org/W2037351199","https://openalex.org/W2045745608","https://openalex.org/W2097781959","https://openalex.org/W2097951507","https://openalex.org/W2140310134","https://openalex.org/W2168293469","https://openalex.org/W2169370947","https://openalex.org/W2464979716","https://openalex.org/W2523367416","https://openalex.org/W2760089394"],"related_works":["https://openalex.org/W2776293731","https://openalex.org/W1723367271","https://openalex.org/W4211148702","https://openalex.org/W1780389289","https://openalex.org/W1607526536","https://openalex.org/W2127217276","https://openalex.org/W2130019778","https://openalex.org/W4239617640","https://openalex.org/W4293165842","https://openalex.org/W2779513816"],"abstract_inverted_index":{"Nowadays,":[0],"most":[1],"recommender":[2],"systems":[3],"exploit":[4],"user-provided":[5],"ratings":[6],"to":[7,23,49,58,78,126],"infer":[8],"their":[9],"preferences.":[10],"However,":[11],"the":[12,43,56,64,69,84,115],"growing":[13],"popularity":[14],"of":[15,46,71,117],"social":[16],"and":[17,27,52,76,97],"e-commerce":[18],"websites":[19],"has":[20],"encouraged":[21],"users":[22],"also":[24,61],"share":[25],"comments":[26],"opinions":[28],"through":[29],"textual":[30],"reviews.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"introduce":[36],"a":[37,106],"new":[38],"recommendation":[39,111],"approach":[40,90],"which":[41],"exploits":[42],"semantic":[44],"annotation":[45],"user":[47],"reviews":[48],"extract":[50],"useful":[51],"non-trivial":[53],"information":[54],"about":[55],"items":[57],"recommend.":[59],"It":[60],"relies":[62],"on":[63,114,130],"knowledge":[65],"freely":[66],"available":[67],"in":[68,74,91,122],"Web":[70,116],"Data,":[72,118],"notably":[73],"DBpedia":[75,96],"Wikidata,":[77],"discover":[79],"other":[80],"resources":[81],"connected":[82],"with":[83,124],"annotated":[85],"entities.":[86],"We":[87],"evaluated":[88],"our":[89,103],"three":[92],"domains,":[93],"using":[94],"both":[95],"Wikidata.":[98],"The":[99],"results":[100],"showed":[101],"that":[102],"solution":[104],"provides":[105],"better":[107],"ranking":[108],"than":[109],"another":[110],"method":[112],"based":[113,129],"while":[119],"it":[120],"improves":[121],"novelty":[123],"respect":[125],"traditional":[127],"techniques":[128],"ratings.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}