{"id":"https://openalex.org/W2902989519","doi":"https://doi.org/10.1109/icacci.2018.8554438","title":"Building a Dataset for Personalized Learning Recommendation System","display_name":"Building a Dataset for Personalized Learning Recommendation System","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902989519","doi":"https://doi.org/10.1109/icacci.2018.8554438","mag":"2902989519"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2018.8554438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5041087177","display_name":"Thoufeeq Ahmed Syed","orcid":null},"institutions":[{"id":"https://openalex.org/I204409756","display_name":"Middle East College","ror":"https://ror.org/03z34n548","country_code":"OM","type":"education","lineage":["https://openalex.org/I204409756"]}],"countries":["OM"],"is_corresponding":true,"raw_author_name":"Thoufeeq Ahmed Syed","raw_affiliation_strings":["Middle East College, Muscat, Oman"],"affiliations":[{"raw_affiliation_string":"Middle East College, Muscat, Oman","institution_ids":["https://openalex.org/I204409756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076935774","display_name":"Vasile Palade","orcid":"https://orcid.org/0000-0002-6768-8394"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasile Palade","raw_affiliation_strings":["Coventry University, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001354034","display_name":"Rahat Iqbal","orcid":"https://orcid.org/0000-0002-3475-3030"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rahat Iqbal","raw_affiliation_strings":["Coventry University, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027460437","display_name":"Smitha Sunil Kumaran Nair","orcid":"https://orcid.org/0000-0002-9268-8038"},"institutions":[{"id":"https://openalex.org/I204409756","display_name":"Middle East College","ror":"https://ror.org/03z34n548","country_code":"OM","type":"education","lineage":["https://openalex.org/I204409756"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Smitha Sunil Kumaran Nair","raw_affiliation_strings":["Middle East College, Muscat, Oman"],"affiliations":[{"raw_affiliation_string":"Middle East College, Muscat, Oman","institution_ids":["https://openalex.org/I204409756"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041087177"],"corresponding_institution_ids":["https://openalex.org/I204409756"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15274618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"2080","last_page":"2086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9894999861717224,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9891999959945679,"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/rss","display_name":"RSS","score":0.9592015147209167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8194279670715332},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7480554580688477},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6956357359886169},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.485606849193573},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.4420420229434967},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.4340302050113678},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.43315589427948},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4251518249511719},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34728091955184937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34662121534347534},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.11758866906166077},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.10574167966842651},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.08580076694488525}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.9592015147209167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8194279670715332},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7480554580688477},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6956357359886169},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.485606849193573},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.4420420229434967},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.4340302050113678},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.43315589427948},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4251518249511719},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34728091955184937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34662121534347534},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.11758866906166077},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.10574167966842651},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.08580076694488525},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icacci.2018.8554438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/d9d346b0-49a3-4464-a889-b933cc3b2eb2","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/building-a-dataset-for-personalized-learning-recommendation-system(d9d346b0-49a3-4464-a889-b933cc3b2eb2).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Syed , T A , Palade , V , Iqbal , R &amp; Sunil Kamaran Nair , S 2018 , Building a Dataset for Personalized Learning Recommendation System . in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI) . IEEE , pp. 2080 - 2086 , 7th International Conference on Advances in Computing, Communications and Informatics , Bangalore , India , 19/09/18 . https://doi.org/10.1109/ICACCI.2018.8554438","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W40196203","https://openalex.org/W101195495","https://openalex.org/W1193113427","https://openalex.org/W1486317198","https://openalex.org/W1590073218","https://openalex.org/W1598687747","https://openalex.org/W1690919088","https://openalex.org/W1807838757","https://openalex.org/W2016692025","https://openalex.org/W2018525987","https://openalex.org/W2079777076","https://openalex.org/W2082957457","https://openalex.org/W2107584556","https://openalex.org/W2117660123","https://openalex.org/W2117772101","https://openalex.org/W2128070164","https://openalex.org/W2130287326","https://openalex.org/W2131393456","https://openalex.org/W2132920211","https://openalex.org/W2133671140","https://openalex.org/W2153895961","https://openalex.org/W2166041407","https://openalex.org/W2222067774","https://openalex.org/W2248175634","https://openalex.org/W2463606702","https://openalex.org/W2530106549","https://openalex.org/W2559892707","https://openalex.org/W2569318238","https://openalex.org/W2768331354","https://openalex.org/W2779253105","https://openalex.org/W4210962885","https://openalex.org/W6604087766","https://openalex.org/W6638293945","https://openalex.org/W6676228990","https://openalex.org/W6677614623","https://openalex.org/W6732256071"],"related_works":["https://openalex.org/W426968574","https://openalex.org/W2365639220","https://openalex.org/W2382520895","https://openalex.org/W2393709043","https://openalex.org/W2080567403","https://openalex.org/W2539387137","https://openalex.org/W2374952201","https://openalex.org/W3177075132","https://openalex.org/W2293872259","https://openalex.org/W2894507339"],"abstract_inverted_index":{"In":[0,76],"the":[1,32,54,62,70,79,130,138,151,186,201],"last":[2],"decade":[3],"many":[4],"researchers":[5],"have":[6,96],"developed":[7],"recommendation":[8,50,63,74,87,141],"systems":[9,88,113],"(RSs)":[10],"for":[11,37,85,104],"technology":[12],"enhanced":[13],"learning":[14,111,123,127,140],"(TEL)":[15],"but":[16],"only":[17],"a":[18,102],"few":[19],"of":[20,34,56,72,81,153],"them":[21],"validated":[22],"these":[23],"RSs":[24,38,203],"based":[25],"on":[26,150],"real":[27],"time":[28],"scenarios.":[29],"Researchers":[30],"raised":[31],"issue":[33],"missing":[35,82],"datasets":[36,58,84,195],"in":[39,60,179,190],"TEL":[40,202],"that":[41,89,188],"can":[42,197],"be":[43,198],"used":[44,199],"as":[45],"benchmarks":[46],"to":[47],"compare":[48],"different":[49],"building":[51,105,191],"approaches.":[52],"Also,":[53],"availability":[55],"benchmark":[57,83],"helps":[59],"evaluating":[61],"algorithms":[64],"and":[65,115,135,148,171,192],"draw":[66],"stronger":[67],"conclusions":[68],"about":[69],"effectiveness":[71],"such":[73,194],"algorithms.":[75],"this":[77],"paper,":[78],"issues":[80],"personalized":[86],"include":[90],"social":[91,165],"interaction":[92],"through":[93],"learner":[94,166],"networks":[95,167],"been":[97],"investigated.":[98],"The":[99,143],"paper":[100],"proposes":[101],"methodology":[103],"our":[106],"own":[107],"collaborative":[108],"dataset":[109,119,145],"via":[110],"management":[112],"(LMS)":[114],"educational":[116],"repositories.":[117],"This":[118],"will":[120],"enhance":[121],"student":[122],"by":[124,200],"recommending":[125],"relevant":[126],"materials":[128],"from":[129,158,162,164],"former":[131],"student's":[132],"competence":[133],"qualifications":[134],"also":[136,184],"validate":[137],"proposed":[139],"system.":[142],"planned":[144],"offer":[146],"resources":[147,157],"information":[149],"usage":[152],"more":[154],"than":[155],"22,785":[156],"658":[159],"courses":[160],"apart":[161],"data":[163],"(blogs,":[168],"wikis,":[169],"chats":[170],"forums),":[172],"which":[173,196],"adds":[174],"another":[175],"5,400":[176],"stored":[177],"files":[178],"LMS":[180],"database.":[181],"Further,":[182],"we":[183],"examined":[185],"challenges":[187],"exist":[189],"sharing":[193],"community.":[204]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
