{"id":"https://openalex.org/W2898875362","doi":"https://doi.org/10.3233/978-1-61499-918-8-96","title":"A Fuzzy Learning Method to Segment Visitors of a Tourist Attraction","display_name":"A Fuzzy Learning Method to Segment Visitors of a Tourist Attraction","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898875362","doi":"https://doi.org/10.3233/978-1-61499-918-8-96","mag":"2898875362"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-918-8-96","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-918-8-96","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/134033","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044045034","display_name":"Jennifer Nguyen","orcid":"https://orcid.org/0000-0002-7498-7536"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nguyen Jennifer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Armisen Albert","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Armisen Albert","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Sánchez-Hernández German","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sánchez-Hernández German","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020626961","display_name":"Andrea Ria","orcid":"https://orcid.org/0000-0002-2120-9618"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agell Núria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Angulo Cecilio","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angulo Cecilio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14422973,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.20319999754428864,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.20319999754428864,"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/attraction","display_name":"Attraction","score":0.7461591958999634},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.6901456117630005},{"id":"https://openalex.org/keywords/tourist-attraction","display_name":"Tourist attraction","score":0.600707471370697},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48434269428253174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47260361909866333},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.43099451065063477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40548115968704224},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.375091552734375},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2620386481285095},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.1038462221622467},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06118866801261902},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.049877703189849854}],"concepts":[{"id":"https://openalex.org/C2778364177","wikidata":"https://www.wikidata.org/wiki/Q2247133","display_name":"Attraction","level":2,"score":0.7461591958999634},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6901456117630005},{"id":"https://openalex.org/C2992680743","wikidata":"https://www.wikidata.org/wiki/Q570116","display_name":"Tourist attraction","level":3,"score":0.600707471370697},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48434269428253174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47260361909866333},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.43099451065063477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40548115968704224},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.375091552734375},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2620386481285095},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.1038462221622467},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06118866801261902},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.049877703189849854}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-918-8-96","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-918-8-96","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"},{"id":"pmh:oai:upcommons.upc.edu:2117/134033","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/134033","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/134033","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/134033","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"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/W2554386751","https://openalex.org/W3042927137","https://openalex.org/W2385218775","https://openalex.org/W2613002217","https://openalex.org/W2789263704","https://openalex.org/W2301475638","https://openalex.org/W2391598972","https://openalex.org/W2386526804","https://openalex.org/W3106990943","https://openalex.org/W2361941732"],"abstract_inverted_index":{"We":[0],"propose":[1],"in":[2,60,71],"this":[3],"paper":[4],"a":[5,34,41,52,61,72],"method":[6,67],"which":[7],"segments":[8],"demographic":[9],"and":[10],"contextual":[11],"attributes":[12,24,39],"of":[13],"tourists":[14],"when":[15],"visiting":[16],"an":[17],"attraction.":[18],"Clustering":[19],"patterns":[20],"based":[21,50],"on":[22,51],"categorical":[23,38],"can":[25,56],"be":[26,57],"challenging":[27],"as":[28],"it":[29],"is":[30],"difficult":[31],"to":[32],"define":[33],"distance":[35],"between":[36],"two":[37],"where":[40],"natural":[42],"order":[43],"does":[44],"not":[45],"exist.":[46],"Our":[47],"proposed":[48],"measure,":[49],"fuzzy":[53],"aggregation":[54],"operator,":[55],"easily":[58],"implemented":[59,70],"hierarchical":[62],"agglomerative":[63],"clustering":[64],"algorithm.":[65],"The":[66],"has":[68],"been":[69],"particular":[73],"tourist":[74],"attraction":[75],"example":[76],"with":[77],"2937":[78],"visitors.":[79]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}