{"id":"https://openalex.org/W3192916073","doi":"https://doi.org/10.1007/978-3-030-82193-7_46","title":"Best Next Preference Prediction Based on LSTM and Multi-level Interactions","display_name":"Best Next Preference Prediction Based on LSTM and Multi-level Interactions","publication_year":2021,"publication_date":"2021-08-03","ids":{"openalex":"https://openalex.org/W3192916073","doi":"https://doi.org/10.1007/978-3-030-82193-7_46","mag":"3192916073"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-82193-7_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-82193-7_46","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5112295806","display_name":"Ivett Fuentes","orcid":null},"institutions":[{"id":"https://openalex.org/I3018837529","display_name":"Universidad Central \"Marta Abreu\" de las Villas (UCLV)","ror":"https://ror.org/01cdy6h50","country_code":"CU","type":"education","lineage":["https://openalex.org/I3018837529"]},{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE","CU"],"is_corresponding":false,"raw_author_name":"Ivett Fuentes","raw_affiliation_strings":["Computer Science Department, Central University of Las Villas, Cuba, Santa Clara, Cuba","Faculty of Business Economics, Hasselt University, Hasselt, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Central University of Las Villas, Cuba, Santa Clara, Cuba","institution_ids":["https://openalex.org/I3018837529"]},{"raw_affiliation_string":"Faculty of Business Economics, Hasselt University, Hasselt, Belgium","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036962111","display_name":"Gonzalo N\u00e1poles","orcid":"https://orcid.org/0000-0003-1936-3701"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gonzalo N\u00e1poles","raw_affiliation_strings":["Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, the Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068683452","display_name":"Leticia Arco","orcid":"https://orcid.org/0000-0002-5154-4441"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Leticia Arco","raw_affiliation_strings":["Artificial Intelligence Lab, Vrije Universiteit Brussel, Ixelles, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Lab, Vrije Universiteit Brussel, Ixelles, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042634804","display_name":"Koen Vanhoof","orcid":"https://orcid.org/0000-0001-7084-4223"},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Koen Vanhoof","raw_affiliation_strings":["Faculty of Business Economics, Hasselt University, Hasselt, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business Economics, Hasselt University, Hasselt, Belgium","institution_ids":["https://openalex.org/I878454856"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"682","last_page":"699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9972000122070312,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9962999820709229,"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":0.7747457027435303},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6339008212089539},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.591781497001648},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5586907863616943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5558736324310303},{"id":"https://openalex.org/keywords/customer-base","display_name":"Customer base","score":0.5315586924552917},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5183966755867004},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47453010082244873},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4574810862541199},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.4485430419445038},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4362059235572815},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4268896281719208},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41753169894218445},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4046664535999298},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33312052488327026},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12118524312973022},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09260442852973938},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.076568603515625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7747457027435303},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6339008212089539},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.591781497001648},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5586907863616943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5558736324310303},{"id":"https://openalex.org/C2777276756","wikidata":"https://www.wikidata.org/wiki/Q5196446","display_name":"Customer base","level":2,"score":0.5315586924552917},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5183966755867004},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47453010082244873},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4574810862541199},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.4485430419445038},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4362059235572815},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4268896281719208},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41753169894218445},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4046664535999298},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33312052488327026},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12118524312973022},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09260442852973938},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.076568603515625},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-82193-7_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-82193-7_46","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:tilburguniversity.edu:openaire_cris_publications/6dbda3f4-ae60-447f-824a-d63f6d0d8bbb","is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/6dbda3f4-ae60-447f-824a-d63f6d0d8bbb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuentes, I, N\u00e1poles, G, Arco, L & Vanhoof, K 2022, Best Next Preference Prediction Based on LSTM and Multi-level Interactions. in Intelligent Systems and Applications. pp. 682-699, Intelligent Systems Conference (IntelliSys) 2021, 2/09/21. https://doi.org/10.1007/978-3-030-82193-7_46","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/36857","is_oa":false,"landing_page_url":"http://hdl.handle.net/1942/36857","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"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:vubissmart:VUBISSMART:2000:153006","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-030-82193-7_46","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2049482525","https://openalex.org/W2122962290","https://openalex.org/W2130942839","https://openalex.org/W2135208096","https://openalex.org/W2157881433","https://openalex.org/W2341282804","https://openalex.org/W2396395295","https://openalex.org/W2397829822","https://openalex.org/W2402268235","https://openalex.org/W2469952266","https://openalex.org/W2578396138","https://openalex.org/W2581522324","https://openalex.org/W2584643785","https://openalex.org/W2739273093","https://openalex.org/W2743056055","https://openalex.org/W2747833218","https://openalex.org/W2788728386","https://openalex.org/W2794844074","https://openalex.org/W2809112621","https://openalex.org/W2894528873","https://openalex.org/W2911605501","https://openalex.org/W2964121744","https://openalex.org/W2964316331","https://openalex.org/W3003428515","https://openalex.org/W3003875273","https://openalex.org/W3008191852","https://openalex.org/W3044478051","https://openalex.org/W3124675547"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W3172493050","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W2593798266","https://openalex.org/W2070126461","https://openalex.org/W4385420271","https://openalex.org/W4312192618","https://openalex.org/W3034267371"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}