{"id":"https://openalex.org/W165589344","doi":"https://doi.org/10.3233/978-1-60750-676-8-76","title":"Learning Fuzzy Models of User Interests in a Semantic Information Retrieval System","display_name":"Learning Fuzzy Models of User Interests in a Semantic Information Retrieval System","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W165589344","doi":"https://doi.org/10.3233/978-1-60750-676-8-76","mag":"165589344"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-676-8-76","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-676-8-76","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":"https://openalex.org/A5069303169","display_name":"Mauro Dragoni","orcid":"https://orcid.org/0000-0003-0380-6571"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Dragoni Mauro","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano, Dipartimento di Tecnologie dell'Informazione, Via Bramante 65, I-26013 Crema (CR), Italy, email: mauro.dragoni,celia.pereira,andrea.tettamanzi@unimi.it#TAB#"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Dipartimento di Tecnologie dell'Informazione, Via Bramante 65, I-26013 Crema (CR), Italy, email: mauro.dragoni,celia.pereira,andrea.tettamanzi@unimi.it#TAB#","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040327619","display_name":"C\u00e9lia da Costa Pereira","orcid":"https://orcid.org/0000-0001-6278-7740"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pereira Célia da Costa","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano, Dipartimento di Tecnologie dell'Informazione, Via Bramante 65, I-26013 Crema (CR), Italy, email: mauro.dragoni,celia.pereira,andrea.tettamanzi@unimi.it#TAB#"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Dipartimento di Tecnologie dell'Informazione, Via Bramante 65, I-26013 Crema (CR), Italy, email: mauro.dragoni,celia.pereira,andrea.tettamanzi@unimi.it#TAB#","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079938701","display_name":"Andrea G. B. Tettamanzi","orcid":"https://orcid.org/0000-0002-8877-4654"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tettamanzi Andrea G.B.","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano, Dipartimento di Tecnologie dell'Informazione, Via Bramante 65, I-26013 Crema (CR), Italy, email: mauro.dragoni,celia.pereira,andrea.tettamanzi@unimi.it#TAB#"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano, Dipartimento di Tecnologie dell'Informazione, Via Bramante 65, I-26013 Crema (CR), Italy, email: mauro.dragoni,celia.pereira,andrea.tettamanzi@unimi.it#TAB#","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069303169"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0432623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9921000003814697,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9921000003814697,"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":0.9837999939918518,"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":0.9836999773979187,"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/computer-science","display_name":"Computer science","score":0.6441816091537476},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5955917835235596},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4554963707923889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3716643452644348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6441816091537476},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5955917835235596},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4554963707923889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3716643452644348}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-60750-676-8-76","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-676-8-76","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W42500033","https://openalex.org/W1512383952","https://openalex.org/W1540071626","https://openalex.org/W1596097493","https://openalex.org/W2005305139","https://openalex.org/W2020695518","https://openalex.org/W2046526043","https://openalex.org/W2046608186","https://openalex.org/W2088297576","https://openalex.org/W2104675404","https://openalex.org/W2116339971","https://openalex.org/W2144208493"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0],"propose":[1],"an":[2,11],"approach":[3],"to":[4,14,22],"user":[5,19,29],"model-based":[6],"information":[7],"retrieval":[8],"which":[9],"uses":[10],"evolutionary":[12],"algorithm":[13],"learn":[15],"fuzzy":[16],"models":[17],"of":[18,48],"interests":[20],"and":[21],"dynamically":[23],"track":[24],"their":[25],"changes":[26],"as":[27],"the":[28,32,39],"interacts":[30],"with":[31],"system.":[33],"The":[34],"system":[35],"is":[36],"ontology-based,":[37],"in":[38],"sense":[40],"that":[41],"it":[42],"considers":[43],"concepts":[44],"behind":[45],"terms":[46],"instead":[47],"simple":[49],"terms.":[50]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}