{"id":"https://openalex.org/W2907293829","doi":"https://doi.org/10.1145/3284497.3284503","title":"Architecture of an Adaptive Personalized Learning Environment (APLE) for Content Recommendation","display_name":"Architecture of an Adaptive Personalized Learning Environment (APLE) for Content Recommendation","publication_year":2018,"publication_date":"2018-10-10","ids":{"openalex":"https://openalex.org/W2907293829","doi":"https://doi.org/10.1145/3284497.3284503","mag":"2907293829"},"language":"en","primary_location":{"id":"doi:10.1145/3284497.3284503","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3284497.3284503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Digital Technology in Education","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/A5078900070","display_name":"Nisha S. Raj","orcid":"https://orcid.org/0000-0003-0200-3312"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nisha S. Raj","raw_affiliation_strings":["Division of Information Technology, School of Engineering, Cochin University of Science and Technology, Kochi, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Division of Information Technology, School of Engineering, Cochin University of Science and Technology, Kochi, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037807561","display_name":"V. G. Renumol","orcid":null},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. G. Renumol","raw_affiliation_strings":["Division of Information Technology, School of Engineering, Cochin University of Science and Technology, Kochi, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Division of Information Technology, School of Engineering, Cochin University of Science and Technology, Kochi, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078900070"],"corresponding_institution_ids":["https://openalex.org/I20497027"],"apc_list":null,"apc_paid":null,"fwci":1.1402,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84313141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"22"},"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":0.9979000091552734,"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":0.9979000091552734,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9943000078201294,"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/T12171","display_name":"Open Education and E-Learning","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.820565402507782},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.8121969103813171},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.6214843988418579},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.6030728816986084},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.5686693787574768},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.525885283946991},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.49262887239456177},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4567805528640747},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4529688060283661},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4293109178543091},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35481810569763184},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3175533711910248},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.2094617784023285},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.16039761900901794},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.15646129846572876},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.1010572612285614}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820565402507782},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8121969103813171},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.6214843988418579},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.6030728816986084},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5686693787574768},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.525885283946991},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.49262887239456177},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4567805528640747},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4529688060283661},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4293109178543091},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35481810569763184},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3175533711910248},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.2094617784023285},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.16039761900901794},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.15646129846572876},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.1010572612285614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3284497.3284503","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3284497.3284503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Digital Technology in Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W94203212","https://openalex.org/W430885597","https://openalex.org/W744917633","https://openalex.org/W1981119341","https://openalex.org/W1993708070","https://openalex.org/W2041897477","https://openalex.org/W2041981117","https://openalex.org/W2064892755","https://openalex.org/W2066659226","https://openalex.org/W2070968350","https://openalex.org/W2091940188","https://openalex.org/W2096886991","https://openalex.org/W2101992201","https://openalex.org/W2141337864","https://openalex.org/W2187244164","https://openalex.org/W2206534536","https://openalex.org/W2273621210","https://openalex.org/W2309337496","https://openalex.org/W2392763223","https://openalex.org/W2401464998","https://openalex.org/W2419015551","https://openalex.org/W2593798266","https://openalex.org/W2602916380","https://openalex.org/W2603824136","https://openalex.org/W2767265592","https://openalex.org/W6614765321","https://openalex.org/W6687854750"],"related_works":["https://openalex.org/W2259539302","https://openalex.org/W1506282065","https://openalex.org/W4241273942","https://openalex.org/W2124519725","https://openalex.org/W2795779394","https://openalex.org/W2141277649","https://openalex.org/W2323581027","https://openalex.org/W4226332095","https://openalex.org/W4300191278","https://openalex.org/W172211497"],"abstract_inverted_index":{"With":[0],"the":[1,26,43,46,50,54,61,82,102,110,116,144],"development":[2],"of":[3,37,48,63,90,115],"sophisticated":[4],"learning":[5,12,19,40,55,77,111],"environments":[6,20],"and":[7,35,53,97,107,113,132],"learner-centric":[8],"didactic":[9],"approaches,":[10],"personalized":[11],"is":[13],"in":[14,18,31],"high":[15],"demand.":[16],"Personalization":[17],"occurs":[21],"when":[22],"such":[23,122],"systems":[24,70],"fit":[25],"learner":[27,83,145],"profiles,":[28],"which":[29],"help":[30],"increasing":[32],"their":[33],"performance":[34,114],"quality":[36],"learning.":[38],"Personalized":[39,93],"refers":[41],"to":[42,74,81,109],"pedagogy":[44],"where":[45],"pace":[47],"learning,":[49],"instructional":[51],"preferences":[52,112],"objects":[56,78],"are":[57],"optimized":[58],"as":[59,123],"per":[60],"needs":[62],"each":[64],"learner.":[65,117],"To":[66],"support":[67],"customization,":[68],"recommender":[69],"can":[71],"be":[72],"used":[73],"recommend":[75],"appropriate":[76],"(LOs)":[79],"corresponding":[80],"attributes.":[84,146],"This":[85],"paper":[86],"proposes":[87],"an":[88,91],"architecture":[89],"Adaptive":[92],"Learning":[94],"Environment":[95],"(APLE)":[96],"its":[98],"features.":[99],"APLE":[100],"assists":[101],"learners":[103],"by":[104],"content":[105],"recommendation":[106],"adapts":[108],"It":[118],"has":[119],"three":[120],"modules":[121],"Learner":[124,133,140],"modelling":[125],"Unit":[126,130,135],"(LModU),":[127],"Content":[128],"Managing":[129],"(CMU)":[131],"Monitoring":[134],"(LMU).":[136],"LModU":[137],"creates":[138],"a":[139],"Model":[141],"(LM)":[142],"from":[143]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}