{"id":"https://openalex.org/W2032464724","doi":"https://doi.org/10.1145/2365952.2366007","title":"Exploiting the web of data in model-based recommender systems","display_name":"Exploiting the web of data in model-based recommender systems","publication_year":2012,"publication_date":"2012-09-09","ids":{"openalex":"https://openalex.org/W2032464724","doi":"https://doi.org/10.1145/2365952.2366007","mag":"2032464724"},"language":"en","primary_location":{"id":"doi:10.1145/2365952.2366007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2365952.2366007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the sixth 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/A5034668928","display_name":"Tommaso Di Noia","orcid":"https://orcid.org/0000-0002-0939-5462"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT","MX"],"is_corresponding":true,"raw_author_name":"Tommaso Di Noia","raw_affiliation_strings":["Politecnico di Bari, Bari, Italy","[Politecnico di Bari, Bari, Italy]"],"affiliations":[{"raw_affiliation_string":"Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"[Politecnico di Bari, Bari, Italy]","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019994210","display_name":"Roberto Mirizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["IT","MX"],"is_corresponding":false,"raw_author_name":"Roberto Mirizzi","raw_affiliation_strings":["Politecnico di Bari, Bari, Italy","[Politecnico di Bari, Bari, Italy]"],"affiliations":[{"raw_affiliation_string":"Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"[Politecnico di Bari, Bari, Italy]","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027579686","display_name":"Vito Claudio Ostuni","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT","MX"],"is_corresponding":false,"raw_author_name":"Vito Claudio Ostuni","raw_affiliation_strings":["Politecnico di Bari, Bari, Italy","[Politecnico di Bari, Bari, Italy]"],"affiliations":[{"raw_affiliation_string":"Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"[Politecnico di Bari, Bari, Italy]","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000616532","display_name":"Davide Romito","orcid":null},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["IT","MX"],"is_corresponding":false,"raw_author_name":"Davide Romito","raw_affiliation_strings":["Politecnico di Bari, Bari, Italy","[Politecnico di Bari, Bari, Italy]"],"affiliations":[{"raw_affiliation_string":"Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"[Politecnico di Bari, Bari, Italy]","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034668928"],"corresponding_institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":8.9911,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.97787489,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9983000159263611,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/recommender-system","display_name":"Recommender system","score":0.8940532207489014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.879668116569519},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7246069312095642},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.702170193195343},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.6731618642807007},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5748118162155151},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5439749360084534},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.537392258644104},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5093911290168762},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4307664632797241},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43037039041519165},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42939525842666626},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3876192569732666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27110108733177185},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2413589358329773}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8940532207489014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.879668116569519},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7246069312095642},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.702170193195343},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.6731618642807007},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5748118162155151},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5439749360084534},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.537392258644104},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5093911290168762},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4307664632797241},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43037039041519165},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42939525842666626},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3876192569732666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27110108733177185},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2413589358329773},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2365952.2366007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2365952.2366007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the sixth ACM conference on Recommender systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5099999904632568,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W102708294","https://openalex.org/W756168069","https://openalex.org/W1680797894","https://openalex.org/W1690919088","https://openalex.org/W1808782381","https://openalex.org/W1852540207","https://openalex.org/W1993977866","https://openalex.org/W2100235918","https://openalex.org/W2113415574","https://openalex.org/W2116206254","https://openalex.org/W2149684865","https://openalex.org/W2150449434","https://openalex.org/W2153680437","https://openalex.org/W2156909104","https://openalex.org/W2912486915","https://openalex.org/W6639192383","https://openalex.org/W6824129819"],"related_works":["https://openalex.org/W2283287182","https://openalex.org/W82112649","https://openalex.org/W1485690712","https://openalex.org/W2058923328","https://openalex.org/W2897957211","https://openalex.org/W2776293731","https://openalex.org/W2610919777","https://openalex.org/W2965230088","https://openalex.org/W4293389049","https://openalex.org/W1534806717"],"abstract_inverted_index":{"The":[0,59],"availability":[1],"of":[2,6,14,24],"a":[3,21,39,81],"huge":[4],"amount":[5],"interconnected":[7],"data":[8],"in":[9,32,48],"the":[10,18,29,44,49],"so":[11],"called":[12],"Web":[13],"Data":[15,52],"(WoD)":[16],"paves":[17],"way":[19],"to":[20,27,67],"new":[22],"generation":[23],"applications":[25],"able":[26],"exploit":[28],"information":[30],"encoded":[31],"it.":[33],"In":[34],"this":[35],"paper":[36],"we":[37],"present":[38],"model-based":[40],"recommender":[41,85],"system":[42,75],"leveraging":[43],"datasets":[45],"publicly":[46],"available":[47],"Linked":[50],"Open":[51],"(LOD)":[53],"cloud":[54],"as":[55],"DBpedia":[56],"and":[57,76,91],"LinkedMDB.":[58],"proposed":[60],"approach":[61],"adapts":[62],"support":[63],"vector":[64],"machine":[65],"(SVM)":[66],"deal":[68],"with":[69,83],"RDF":[70],"triples.":[71],"We":[72],"tested":[73],"our":[74],"showed":[77],"its":[78],"effectiveness":[79],"by":[80],"comparison":[82],"different":[84],"systems":[86],"techniques":[87],"--":[88],"both":[89],"content-based":[90],"collaborative":[92],"filtering":[93],"ones.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}