{"id":"https://openalex.org/W4403673934","doi":"https://doi.org/10.15439/2024f302","title":"Reinforcement Learning based Intelligent System for Personalized Exam Schedule","display_name":"Reinforcement Learning based Intelligent System for Personalized Exam Schedule","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403673934","doi":"https://doi.org/10.15439/2024f302"},"language":"en","primary_location":{"id":"doi:10.15439/2024f302","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f302","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/302.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_39/drp/pdf/302.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031912530","display_name":"Marco Barone","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165932","display_name":"Giustino Fortunato University","ror":"https://ror.org/0592q0v50","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210165932"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Barone","raw_affiliation_strings":["Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino"],"affiliations":[{"raw_affiliation_string":"Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino","institution_ids":["https://openalex.org/I4210165932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114371383","display_name":"Matteo Ciaschi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165932","display_name":"Giustino Fortunato University","ror":"https://ror.org/0592q0v50","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210165932"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Ciaschi","raw_affiliation_strings":["Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino"],"affiliations":[{"raw_affiliation_string":"Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino","institution_ids":["https://openalex.org/I4210165932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052051726","display_name":"Zaib Ullah","orcid":"https://orcid.org/0000-0002-2200-4868"},"institutions":[{"id":"https://openalex.org/I4210165932","display_name":"Giustino Fortunato University","ror":"https://ror.org/0592q0v50","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210165932"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Zaib Ullah","raw_affiliation_strings":["Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino"],"affiliations":[{"raw_affiliation_string":"Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino","institution_ids":["https://openalex.org/I4210165932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114371384","display_name":"Armando Piccardi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165932","display_name":"Giustino Fortunato University","ror":"https://ror.org/0592q0v50","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210165932"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Armando Piccardi","raw_affiliation_strings":["Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino"],"affiliations":[{"raw_affiliation_string":"Universit Giustino Fortunato Universit degli Studi di Foggia National Research Council (CNR) Universit Giustino Universit Giustino","institution_ids":["https://openalex.org/I4210165932"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031912530"],"corresponding_institution_ids":["https://openalex.org/I4210165932"],"apc_list":null,"apc_paid":null,"fwci":0.4538,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59318534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"39","issue":null,"first_page":"549","last_page":"553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9542999863624573,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9542999863624573,"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":0.9229999780654907,"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"}},{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9124000072479248,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8543117046356201},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7613608837127686},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6598517894744873},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.463295578956604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4166186451911926},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40957313776016235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14844518899917603},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14156490564346313}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8543117046356201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613608837127686},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6598517894744873},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.463295578956604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4166186451911926},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40957313776016235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14844518899917603},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14156490564346313},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2024f302","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f302","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/302.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:22e344b68e734e25961ef1326e79f2f0","is_oa":true,"landing_page_url":"https://doaj.org/article/22e344b68e734e25961ef1326e79f2f0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 39, Pp 549-553 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2024f302","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f302","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/302.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322218","display_name":"Regione Campania","ror":"https://ror.org/02kg21794"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403673934.pdf","grobid_xml":"https://content.openalex.org/works/W4403673934.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2086122291","https://openalex.org/W2034900494"],"abstract_inverted_index":{"Personalized":[0],"learning":[1,11,142],"has":[2,18,25],"been":[3,27],"proving":[4],"to":[5,49,60,109,113],"be":[6],"useful":[7,134],"concept":[8],"in":[9,30,53,138],"the":[10,31,35,39,46,54,58,71],"of":[12,22,34,66,73,97,136,141,144],"a":[13,114,118,145],"student.Artificial":[14],"Intelligence":[15],"(AI)":[16],"which":[17],"revolutionized":[19],"many":[20],"aspects":[21,140],"our":[23],"lives":[24],"also":[26],"glowingly":[28],"used":[29],"education":[32,93],"sector.One":[33],"fascinating":[36],"AI":[37,137],"technique,":[38],"Reinforcement":[40],"Learning":[41],"(RL)":[42],"is":[43],"considered":[44],"as":[45,88],"perfect":[47],"tool":[48],"develop":[50],"personalized":[51,74],"solution":[52],"education.RL":[55],"algorithms":[56],"have":[57],"ability":[59],"take":[61],"into":[62],"account":[63],"personal":[64,120],"characteristics":[65],"each":[67],"student.This":[68],"work":[69],"presents":[70],"development":[72],"exam":[75],"scheduler":[76,81],"using":[77],"RL.The":[78],"intelligent":[79],"examination":[80,111],"consider":[82],"several":[83],"parameters":[84],"for":[85],"training":[86],"such":[87],"age,":[89],"academic":[90],"year,":[91],"past":[92],"performance,":[94],"discipline,":[95],"number":[96],"courses,":[98],"and":[99,123,129],"gap":[100],"between":[101],"two":[102],"exams.The":[103],"trained":[104],"RL":[105],"agent":[106],"then":[107],"able":[108],"provide":[110],"schedule":[112],"student":[115,119],"depending":[116],"on":[117],"record,":[121],"interests":[122],"abilities.The":[124],"preliminary":[125],"results":[126],"are":[127],"encouraging":[128],"more":[130],"research":[131],"would":[132],"bring":[133],"contribution":[135],"various":[139],"process":[143],"student.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
