{"id":"https://openalex.org/W3092248242","doi":"https://doi.org/10.1109/access.2020.3029888","title":"AdaptiveVLE: An Integrated Framework for Personalized Online Education Using MPS JetBrains Domain-Specific Modeling Environment","display_name":"AdaptiveVLE: An Integrated Framework for Personalized Online Education Using MPS JetBrains Domain-Specific Modeling Environment","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3092248242","doi":"https://doi.org/10.1109/access.2020.3029888","mag":"3092248242"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3029888","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029888","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218921.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218921.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055367315","display_name":"Sofia Meacham","orcid":"https://orcid.org/0000-0002-8474-4917"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sofia Meacham","raw_affiliation_strings":["Bournemouth University, Poole, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8474-4917","affiliations":[{"raw_affiliation_string":"Bournemouth University, Poole, U.K","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021679140","display_name":"V\u00e1clav Pech","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108022","display_name":"Jet Company (Czechia)","ror":"https://ror.org/011drtn64","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210108022"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vaclav Pech","raw_affiliation_strings":["JetBrains MPS, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JetBrains MPS, Prague, Czech Republic","institution_ids":["https://openalex.org/I4210108022"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067568785","display_name":"Detlef Nauck","orcid":"https://orcid.org/0000-0002-9077-4282"},"institutions":[{"id":"https://openalex.org/I1332878012","display_name":"BT Group (United Kingdom)","ror":"https://ror.org/00kv9pj15","country_code":"GB","type":"company","lineage":["https://openalex.org/I1332878012"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Detlef Nauck","raw_affiliation_strings":["British Telecom, Ipswich, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9077-4282","affiliations":[{"raw_affiliation_string":"British Telecom, Ipswich, U.K","institution_ids":["https://openalex.org/I1332878012"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2075,"currency":"USD","value_usd":2075},"apc_paid":{"value":2075,"currency":"USD","value_usd":2075},"fwci":1.7579,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88391592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"184621","last_page":"184632"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9635000228881836,"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":0.920799970626831,"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":0.8076170086860657},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7276104092597961},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6719433069229126},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5488553047180176},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.41690027713775635},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3573688566684723},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35072100162506104},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3503760099411011},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3349577486515045},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33327752351760864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8076170086860657},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7276104092597961},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6719433069229126},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5488553047180176},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.41690027713775635},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3573688566684723},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35072100162506104},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3503760099411011},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3349577486515045},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33327752351760864},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3029888","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029888","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218921.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:426cf0abcbd14a559174f73191d9ba8a","is_oa":true,"landing_page_url":"https://doaj.org/article/426cf0abcbd14a559174f73191d9ba8a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 184621-184632 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3029888","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029888","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09218921.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310549","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092248242.pdf","grobid_xml":"https://content.openalex.org/works/W3092248242.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1729471791","https://openalex.org/W1819706964","https://openalex.org/W1994211543","https://openalex.org/W2022337613","https://openalex.org/W2040028915","https://openalex.org/W2073171145","https://openalex.org/W2081554714","https://openalex.org/W2090715537","https://openalex.org/W2097928855","https://openalex.org/W2137859757","https://openalex.org/W2142486130","https://openalex.org/W2143959207","https://openalex.org/W2144202566","https://openalex.org/W2167469483","https://openalex.org/W2294159523","https://openalex.org/W2508181318","https://openalex.org/W2531767846","https://openalex.org/W2612059685","https://openalex.org/W2969588689","https://openalex.org/W2982407050","https://openalex.org/W3000101409","https://openalex.org/W3144910326"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W3172493050","https://openalex.org/W4385420271","https://openalex.org/W4312192618","https://openalex.org/W2466503045","https://openalex.org/W1868271753"],"abstract_inverted_index":{"This":[0],"article":[1],"contains":[2],"the":[3,33,83,88,130,141,165,169,173,217,224,228,235,242],"design":[4],"and":[5,29,66,75,86,98,105,146,172,253],"development":[6,183,207],"of":[7,18,35,53,64,129,152,181,216,227,234,245,257,294],"an":[8],"Adaptive":[9],"Virtual":[10],"Learning":[11],"Environment":[12],"(AdaptiveVLE)":[13],"framework":[14,39,259,278],"to":[15,26,30,101,125,167,209,241,260],"assist":[16],"educators":[17],"all":[19,127,140,246,289],"disciplines":[20],"with":[21],"creating":[22],"adaptive":[23,41,103,229,247,280],"VLEs":[24,104],"tailored":[25],"their":[27],"needs":[28],"contribute":[31],"towards":[32],"creation":[34],"a":[36,47,114,159,198,276],"more":[37,285],"generic":[38,277],"for":[40,61,149,279,288],"systems.":[42],"Fully":[43],"online":[44],"education":[45,51,119],"is":[46,155,176,190],"major":[48],"trend":[49],"in":[50,96,99],"technology":[52],"our":[54,193,258,295],"times.":[55],"However,":[56],"it":[57,175,274],"has":[58],"been":[59],"criticised":[60],"its":[62],"lack":[63],"personalisation":[65],"therefore":[67,106],"not":[68],"adequately":[69],"addressing":[70],"individual":[71],"students'":[72],"needs.":[73],"Adaptivity":[74],"intelligence":[76],"are":[77,93],"elements":[78],"that":[79,135,162,273],"could":[80],"substantially":[81],"improve":[82],"student":[84],"experience":[85],"enhance":[87],"learning":[89,236],"taking":[90],"place.":[91],"There":[92],"several":[94],"attempts":[95,112],"academia":[97],"industry":[100],"provide":[102],"personalise":[107],"educational":[108],"provision.":[109],"All":[110],"these":[111],"require":[113],"multiple-domain":[115,142],"(multi-disciplinary)":[116],"approach":[117,161],"from":[118],"professionals,":[120],"software":[121,182],"developers,":[122],"data":[123,170,185,220,231],"scientists":[124],"cover":[126],"aspects":[128],"system.":[131],"An":[132],"integrated":[133],"environment":[134,208],"can":[136],"be":[137,292],"used":[138],"by":[139,223],"users":[143],"mentioned":[144],"above":[145],"will":[147,163,291],"allow":[148],"quick":[150],"experimentation":[151],"different":[153],"approaches":[154],"currently":[156],"missing.":[157],"Specifically,":[158],"transparent":[160],"enable":[164],"educator":[166],"configure":[168],"collected":[171],"way":[174],"processed":[177],"without":[178],"any":[179],"knowledge":[180],"and/or":[184],"science":[186],"algorithms":[187],"implementation":[188,226],"details":[189],"required.":[191],"In":[192],"proposed":[194],"work,":[195],"we":[196],"developed":[197],"new":[199],"language/framework":[200],"using":[201],"MPS":[202],"JetBrains":[203],"Domain-Specific":[204],"Language":[205],"(DSL)":[206],"address":[210],"this":[211],"problem.":[212],"Our":[213],"work":[214],"consists":[215],"following":[218],"stages:":[219],"collection":[221],"configuration":[222],"educator,":[225],"VLE,":[230],"processing,":[232],"adaptation":[233],"path.":[237],"These":[238],"stages":[239,244],"correspond":[240],"adaptivity":[243],"systems":[248,281],"such":[249,265],"as":[250,266,282,284],"monitoring,":[251],"processing":[252],"adaptation.":[254],"The":[255],"extension":[256],"include":[261],"other":[262],"application":[263],"areas":[264],"business":[267],"analytics,":[268,270],"health":[269],"etc.":[271],"so":[272],"becomes":[275],"well":[283],"usability":[286],"testing":[287],"applications":[290],"part":[293],"future":[296],"work.":[297]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}