{"id":"https://openalex.org/W3189317329","doi":"https://doi.org/10.1145/3460179.3460190","title":"A Personalised Recommendation Framework for Ubiquitous Learning System","display_name":"A Personalised Recommendation Framework for Ubiquitous Learning System","publication_year":2021,"publication_date":"2021-02-25","ids":{"openalex":"https://openalex.org/W3189317329","doi":"https://doi.org/10.1145/3460179.3460190","mag":"3189317329"},"language":"en","primary_location":{"id":"doi:10.1145/3460179.3460190","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460179.3460190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Intelligent Information Technology","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/A5011853975","display_name":"Saurabh Pal","orcid":"https://orcid.org/0000-0002-9053-4617"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Saurabh Pal","raw_affiliation_strings":["National Institute of Technology, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology, India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075023855","display_name":"Pijush Kanti Dutta Pramanik","orcid":"https://orcid.org/0000-0001-9438-9309"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pijush Kanti Dutta Pramanik","raw_affiliation_strings":["National Institute of Technology, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology, India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091880648","display_name":"Anand Nayyar","orcid":"https://orcid.org/0000-0002-9821-6146"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anand Nayyar","raw_affiliation_strings":["Duy Tan University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Duy Tan University, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046112828","display_name":"Prasenjit Choudhury","orcid":"https://orcid.org/0000-0001-6687-3056"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prasenjit Choudhury","raw_affiliation_strings":["National Institute of Technology, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology, India","institution_ids":["https://openalex.org/I91277730"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011853975"],"corresponding_institution_ids":["https://openalex.org/I91277730"],"apc_list":null,"apc_paid":null,"fwci":1.6524,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87109555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12171","display_name":"Open Education and E-Learning","score":0.9872999787330627,"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":0.9771000146865845,"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":0.85338294506073},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8213139772415161},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6239686608314514},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.5540536642074585},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4353819489479065},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.42407655715942383},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4101036787033081},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3803882300853729},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3624092936515808},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3284537196159363},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31429386138916016},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2757943868637085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.85338294506073},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8213139772415161},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6239686608314514},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.5540536642074585},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4353819489479065},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.42407655715942383},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4101036787033081},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3803882300853729},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3624092936515808},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3284537196159363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31429386138916016},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2757943868637085},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3460179.3460190","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460179.3460190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Intelligent Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1607951265","https://openalex.org/W1974506500","https://openalex.org/W2001168787","https://openalex.org/W2002357163","https://openalex.org/W2010993922","https://openalex.org/W2038510031","https://openalex.org/W2056258586","https://openalex.org/W2070968350","https://openalex.org/W2072690781","https://openalex.org/W2074559012","https://openalex.org/W2100503663","https://openalex.org/W2133671140","https://openalex.org/W2392763223","https://openalex.org/W2420856888","https://openalex.org/W2594625992","https://openalex.org/W2749756802","https://openalex.org/W2768331354","https://openalex.org/W2800882209","https://openalex.org/W2942953103","https://openalex.org/W2946770913","https://openalex.org/W2963923062","https://openalex.org/W2965112905","https://openalex.org/W2978893487","https://openalex.org/W2996084711","https://openalex.org/W3012456163","https://openalex.org/W3015890146","https://openalex.org/W4253429917"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2095118173","https://openalex.org/W2382021449","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2768810474","https://openalex.org/W1657011257"],"abstract_inverted_index":{"The":[0,54],"traditional":[1],"e-learning":[2],"has":[3],"been":[4],"developed":[5],"into":[6],"personalised":[7,43],"and":[8,26,32,63,65,69,73,82,84,126,142],"ubiquitous":[9,47],"learning,":[10],"in":[11,45],"which":[12],"the":[13,80,87,94,99,120,138],"learners":[14],"find":[15],"learning":[16,48],"materials":[17],"(LMs)":[18],"that":[19,89],"are":[20,76,90,140,143],"suitable":[21,105],"to":[22],"their":[23],"contextual":[24],"requirements,":[25],"can":[27],"access":[28],"them":[29],"from":[30],"anywhere":[31],"anytime.":[33],"In":[34],"this":[35],"paper,":[36],"we":[37,123,131],"propose":[38],"a":[39,42,46,51,112],"framework":[40,55],"for":[41,78,127],"recommendation":[44],"platform,":[49],"following":[50],"knowledge-based":[52],"approach.":[53],"comprises":[56],"modules":[57],"like":[58],"query":[59,96],"processing,":[60],"information":[61],"storage":[62],"retrieval,":[64],"learner":[66],"context":[67],"mapping":[68,85],"reasoning.":[70],"Learner's":[71],"implicit":[72],"explicit":[74],"contexts":[75],"used":[77],"assessing":[79],"preference":[81],"suitability":[83],"with":[86,98],"LMs":[88,106,139],"retrieved":[91],"based":[92,107],"on":[93,108],"learner's":[95],"analysis,":[97],"help":[100],"of":[101],"educational":[102],"metadata.":[103],"Selecting":[104],"different":[109],"factors":[110],"is":[111],"multi-criteria":[113],"decision":[114,129],"making":[115],"(MCDM)":[116],"problem.":[117],"For":[118],"prioritising":[119],"selection":[121],"factors,":[122],"use":[124],"SWARA,":[125],"multi-objective":[128],"making,":[130],"apply":[132],"MOORA.":[133],"Utilising":[134],"these":[135],"two":[136],"techniques,":[137],"ranked":[141],"recommended":[144],"accordingly.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"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"}
