{"id":"https://openalex.org/W3194785761","doi":"https://doi.org/10.1109/ecai52376.2021.9515116","title":"Selecting Relevant Parameters for Personalisation Based on Existing Learning Materials","display_name":"Selecting Relevant Parameters for Personalisation Based on Existing Learning Materials","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3194785761","doi":"https://doi.org/10.1109/ecai52376.2021.9515116","mag":"3194785761"},"language":"en","primary_location":{"id":"doi:10.1109/ecai52376.2021.9515116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"},"type":"article","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/A5000521082","display_name":"Ufuoma Chima Apoki","orcid":"https://orcid.org/0000-0002-2605-9604"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Ufuoma Chima Apoki","raw_affiliation_strings":["Faculty of Computer Science, Alexandru Ioan Cuza University, Ia\u015fi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Alexandru Ioan Cuza University, Ia\u015fi, Romania","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039609444","display_name":"Humam K. Majeed Al-Chalabi","orcid":"https://orcid.org/0000-0002-2554-8027"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Humam K. Majeed Al-Chalabi","raw_affiliation_strings":["Faculty of Automatics, Computer Science and Electronics, University of Craiova, Craiova, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Automatics, Computer Science and Electronics, University of Craiova, Craiova, Romania","institution_ids":["https://openalex.org/I97553796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050830769","display_name":"Aqeel M. Ali. Hussein","orcid":"https://orcid.org/0000-0002-7700-2878"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Aqeel M. Ali. Hussein","raw_affiliation_strings":["Faculty of Automatics, Computer Science and Electronics, University of Craiova, Craiova, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Automatics, Computer Science and Electronics, University of Craiova, Craiova, Romania","institution_ids":["https://openalex.org/I97553796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000521082"],"corresponding_institution_ids":["https://openalex.org/I138164181"],"apc_list":null,"apc_paid":null,"fwci":0.9374,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79994574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9990000128746033,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.98580002784729,"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/T13523","display_name":"Mathematics, Computing, and Information Processing","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/personalization","display_name":"Personalization","score":0.8848083019256592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7866986989974976},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7072129845619202},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6780192852020264},{"id":"https://openalex.org/keywords/learning-object","display_name":"Learning object","score":0.6594398021697998},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6177862882614136},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5989968776702881},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.49845218658447266},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.43401074409484863},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4312295615673065},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3871575593948364},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2889467477798462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2537461519241333},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10089609026908875}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8848083019256592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7866986989974976},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7072129845619202},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6780192852020264},{"id":"https://openalex.org/C2779542340","wikidata":"https://www.wikidata.org/wiki/Q1062461","display_name":"Learning object","level":2,"score":0.6594398021697998},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6177862882614136},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5989968776702881},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.49845218658447266},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.43401074409484863},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4312295615673065},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3871575593948364},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2889467477798462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2537461519241333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10089609026908875},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai52376.2021.9515116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1980516134","https://openalex.org/W2029191123","https://openalex.org/W2066659226","https://openalex.org/W2306023073","https://openalex.org/W2308819871","https://openalex.org/W2792909999","https://openalex.org/W2999639727","https://openalex.org/W3158975557"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W4318717247","https://openalex.org/W2095118173","https://openalex.org/W2382021449","https://openalex.org/W1532602446","https://openalex.org/W2135913086","https://openalex.org/W2265738225","https://openalex.org/W2206534536","https://openalex.org/W2401479463"],"abstract_inverted_index":{"When":[0],"there":[1],"is":[2,44],"a":[3,17,28,31,37,96,148,151],"set":[4,54],"of":[5,55,125,134],"characteristics":[6],"(from":[7],"learners\u2019":[8],"preferences,":[9],"skills,":[10],"abilities,":[11],"etc.":[12],"or":[13],"their":[14],"interactions":[15],"with":[16,122],"learning":[18,76,101,119],"platform)":[19],"that":[20,39],"can":[21,64],"serve":[22],"as":[23],"criteria":[24,47,60],"for":[25,48,61],"personalisation":[26,59,80,136],"in":[27,95,103,110],"course":[29,50,63,72,149],"(in":[30],"curriculum),":[32],"the":[33,52,66,100,115,126],"alternative":[34],"to":[35,74,78,87,91],"implementing":[36],"strategy":[38],"incorporates":[40],"all":[41],"possible":[42,53],"characteristics,":[43],"selecting":[45],"relevant":[46,58,89],"each":[49,62,104],"from":[51],"characteristics.":[56],"Choosing":[57],"reduce":[65],"effort":[67],"and":[68,132],"time":[69],"required":[70],"by":[71],"instructors":[73],"prepare":[75],"materials":[77,102],"satisfy":[79],"strategies.":[81],"This":[82],"paper":[83],"presents":[84],"an":[85],"approach":[86],"select":[88],"parameters":[90],"personalise":[92],"different":[93,135],"courses":[94],"curriculum":[97],"based":[98,113],"on":[99,114,150],"course.":[105],"Two":[106],"metrics":[107],"are":[108,141],"described":[109],"this":[111],"process":[112],"semantic":[116],"mapping":[117],"between":[118],"materials,":[120],"annotated":[121],"specific":[123],"elements":[124],"Learning":[127],"Object":[128],"Metadata":[129],"(LOM)":[130],"standard,":[131],"dimensions":[133],"parameters.":[137],"These":[138],"metrics,":[139],"which":[140],"automatically":[142],"calculated,":[143],"have":[144],"been":[145],"implemented":[146],"using":[147],"Moodle":[152],"platform.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
