{"id":"https://openalex.org/W4367295324","doi":"https://doi.org/10.1007/978-3-031-32883-1_14","title":"Towards a Chatbot-Based Learning Object Recommendation: A Comparative Experiment","display_name":"Towards a Chatbot-Based Learning Object Recommendation: A Comparative Experiment","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4367295324","doi":"https://doi.org/10.1007/978-3-031-32883-1_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-32883-1_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-32883-1_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04081079/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081610806","display_name":"Wijdane Kaiss","orcid":"https://orcid.org/0000-0001-7573-8534"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]},{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]}],"countries":["FR","MA"],"is_corresponding":true,"raw_author_name":"Wijdane Kaiss","raw_affiliation_strings":["Lab-STICC, University Bretagne Sud, Vannes, France","Laboratory Signals, Distributed Systems and Artifical Intelligence, ENSET Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab-STICC, University Bretagne Sud, Vannes, France","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"Laboratory Signals, Distributed Systems and Artifical Intelligence, ENSET Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268","https://openalex.org/I4210121980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000119431","display_name":"Khalifa Mansouri","orcid":"https://orcid.org/0000-0003-2242-0973"},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalifa Mansouri","raw_affiliation_strings":["Laboratory Signals, Distributed Systems and Artifical Intelligence, ENSET Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory Signals, Distributed Systems and Artifical Intelligence, ENSET Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268","https://openalex.org/I4210121980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075873109","display_name":"Franck Poirier","orcid":"https://orcid.org/0000-0001-6053-9583"},"institutions":[{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Franck Poirier","raw_affiliation_strings":["Lab-STICC, University Bretagne Sud, Vannes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab-STICC, University Bretagne Sud, Vannes, France","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081610806"],"corresponding_institution_ids":["https://openalex.org/I161929037","https://openalex.org/I2802204017","https://openalex.org/I4210121980","https://openalex.org/I4210123702","https://openalex.org/I99297268"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.6873,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91685122,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9954000115394592,"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/T11122","display_name":"Online Learning and Analytics","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/chatbot","display_name":"Chatbot","score":0.8038409352302551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7517845034599304},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.6644603610038757},{"id":"https://openalex.org/keywords/learning-object","display_name":"Learning object","score":0.6450321078300476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5617933869361877},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4690062701702118},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4637700915336609},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.44182634353637695},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.42157021164894104},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.4121433198451996},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3925221562385559},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.1527319848537445},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.14949548244476318},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.13462430238723755},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.11553826928138733},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07812732458114624}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8038409352302551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7517845034599304},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.6644603610038757},{"id":"https://openalex.org/C2779542340","wikidata":"https://www.wikidata.org/wiki/Q1062461","display_name":"Learning object","level":2,"score":0.6450321078300476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5617933869361877},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4690062701702118},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4637700915336609},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.44182634353637695},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.42157021164894104},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.4121433198451996},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3925221562385559},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.1527319848537445},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.14949548244476318},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.13462430238723755},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.11553826928138733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07812732458114624},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-32883-1_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-32883-1_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04081079v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04081079","pdf_url":"https://hal.science/hal-04081079/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://iis-international.org/its2023/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04081079v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04081079","pdf_url":"https://hal.science/hal-04081079/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://iis-international.org/its2023/","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4367295324.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W50011123","https://openalex.org/W1981119341","https://openalex.org/W1987794617","https://openalex.org/W1993629243","https://openalex.org/W1993708070","https://openalex.org/W1998573976","https://openalex.org/W2021071494","https://openalex.org/W2049486676","https://openalex.org/W2064283760","https://openalex.org/W2112929667","https://openalex.org/W2124276821","https://openalex.org/W2273621210","https://openalex.org/W2344890336","https://openalex.org/W2460787134","https://openalex.org/W2724628159","https://openalex.org/W2764306816","https://openalex.org/W2767265592","https://openalex.org/W2889751192","https://openalex.org/W2890280351","https://openalex.org/W2903438107","https://openalex.org/W2910726435","https://openalex.org/W2911930513","https://openalex.org/W2934881061","https://openalex.org/W2949109425","https://openalex.org/W2999344102","https://openalex.org/W3016364508","https://openalex.org/W3083762786","https://openalex.org/W3139526378","https://openalex.org/W4328122014"],"related_works":["https://openalex.org/W2002434773","https://openalex.org/W4387712166","https://openalex.org/W4210250006","https://openalex.org/W4200357539","https://openalex.org/W1521817711","https://openalex.org/W2949109425","https://openalex.org/W2901775611","https://openalex.org/W2922296866","https://openalex.org/W4376484315","https://openalex.org/W2368905541"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}