{"id":"https://openalex.org/W2793497794","doi":"https://doi.org/10.1145/3018896.3018975","title":"Students' performance tracking in distributed open education using big data analytics","display_name":"Students' performance tracking in distributed open education using big data analytics","publication_year":2017,"publication_date":"2017-03-22","ids":{"openalex":"https://openalex.org/W2793497794","doi":"https://doi.org/10.1145/3018896.3018975","mag":"2793497794"},"language":"en","primary_location":{"id":"doi:10.1145/3018896.3018975","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3018975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","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/A5068758385","display_name":"Ashraf S. Hussein","orcid":"https://orcid.org/0000-0002-5222-0799"},"institutions":[{"id":"https://openalex.org/I4210093932","display_name":"Arab Open University","ror":"https://ror.org/00fp9k450","country_code":"KW","type":"education","lineage":["https://openalex.org/I4210093932"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Ashraf S. Hussein","raw_affiliation_strings":["Arab Open University, Kuwait"],"affiliations":[{"raw_affiliation_string":"Arab Open University, Kuwait","institution_ids":["https://openalex.org/I4210093932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059409377","display_name":"Hamayun A. Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093932","display_name":"Arab Open University","ror":"https://ror.org/00fp9k450","country_code":"KW","type":"education","lineage":["https://openalex.org/I4210093932"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Hamayun A. Khan","raw_affiliation_strings":["Arab Open University, Kuwait"],"affiliations":[{"raw_affiliation_string":"Arab Open University, Kuwait","institution_ids":["https://openalex.org/I4210093932"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068758385"],"corresponding_institution_ids":["https://openalex.org/I4210093932"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.21646965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.763503909111023},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7389110326766968},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.6639100909233093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6005644798278809},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5357863903045654},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.5168452858924866},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49715569615364075},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.49371537566185},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4719083905220032},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4636560380458832},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.4329383671283722},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41534876823425293},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3374636173248291},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3285136818885803},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2255222201347351},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1993929147720337},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.16484719514846802},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.1013505756855011},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09224143624305725}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.763503909111023},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7389110326766968},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.6639100909233093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6005644798278809},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5357863903045654},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.5168452858924866},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49715569615364075},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.49371537566185},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4719083905220032},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4636560380458832},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.4329383671283722},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41534876823425293},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3374636173248291},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3285136818885803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2255222201347351},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1993929147720337},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.16484719514846802},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.1013505756855011},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09224143624305725},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.0},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3018896.3018975","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3018975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W193988059","https://openalex.org/W788877107","https://openalex.org/W1441701045","https://openalex.org/W1571360317","https://openalex.org/W1596737953","https://openalex.org/W1832217497","https://openalex.org/W1918839972","https://openalex.org/W2006444123","https://openalex.org/W2139145202","https://openalex.org/W2394144822","https://openalex.org/W2469590693","https://openalex.org/W6711897697"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4391160349","https://openalex.org/W4388808755","https://openalex.org/W2563093951","https://openalex.org/W2884086002","https://openalex.org/W4402837823","https://openalex.org/W4403019849","https://openalex.org/W4248530909","https://openalex.org/W2496041693","https://openalex.org/W2536328971"],"abstract_inverted_index":{"The":[0,175],"field":[1,36],"of":[2,31,37,99,103,121,182,194,216,226],"Big":[3],"Data":[4],"Analytics":[5,145,205],"(BDA)":[6],"is":[7,12,40,44,84,115,231],"advancing":[8],"rapidly,":[9],"and":[10,24,42,72,95,167,177,189],"it":[11,43,114],"finding":[13],"adoption":[14,120],"in":[15,34,78,92,160],"diverse":[16],"areas":[17],"such":[18,219,236,252,275],"as":[19,220,237,256],"Health,":[20],"Commerce,":[21],"Logistics,":[22],"Retail":[23],"Manufacturing":[25],"to":[26,55,64,73,107,124,136,148,187,209,241,261,266,270,274],"name":[27],"a":[28,85,100,154],"few.":[29],"Adoption":[30],"BDA":[32,50,122,180],"techniques":[33,51,123],"the":[35,57,67,75,82,109,129,150,164,173,191,195,203,211,227,232,238,242,263],"Higher":[38],"Education":[39],"new,":[41],"steadily":[45],"increasing.":[46],"In":[47,134],"this":[48,79,138,161],"work,":[49],"have":[52,141,158,184],"been":[53],"applied":[54],"track":[56,125,149,190],"Key":[58],"Academic":[59],"Performance":[60],"Indicators":[61],"(KAPIs)":[62],"related":[63,240],"students":[65,197,221],"at":[66],"Arab":[68,87],"Open":[69],"University":[70],"(AOU)":[71],"support":[74,234,273],"corresponding":[76],"decisions":[77],"regard.":[80],"Since":[81],"AOU":[83,130,199,264],"Pan":[86],"multi-campus":[88],"distributed":[89],"institution":[90],"operating":[91],"8":[93],"countries":[94],"makes":[96],"extensive":[97],"use":[98],"wide":[101],"range":[102],"cloud":[104],"based":[105],"applications":[106],"manage":[108],"students'":[110,126,151],"life":[111],"cycle,":[112],"hence":[113],"an":[116,257],"ideal":[117],"candidate":[118],"for":[119],"KAPIs":[127,193],"across":[128,172,198],"multiple":[131],"country":[132,200],"campuses.":[133],"order":[135],"achieve":[137],"objective,":[139],"we":[140,157],"used":[142],"IBM":[143],"Watson":[144],"(WA)":[146],"platform":[147],"KAPIs.":[152],"As":[153],"pilot":[155],"project,":[156],"focused":[159],"work":[162],"on":[163],"Information":[165],"Technology":[166],"Computing":[168],"(ITC)":[169],"academic":[170,192],"programme":[171],"AOU.":[174],"Exploration":[176],"Business":[178],"Intelligence":[179],"capabilities":[181],"WA":[183],"enabled":[185],"us":[186],"analyze":[188],"ITC":[196],"campuses":[201],"while":[202],"Predictive":[204],"(PA)":[206],"has":[207],"led":[208],"identifying":[210,248],"dominant":[212],"factors":[213],"behind":[214],"some":[215],"our":[217],"problems":[218],"drop":[222],"out":[223],"rates.":[224],"One":[225],"most":[228],"promising":[229],"outcomes":[230],"decision":[233],"dashboards":[235],"one":[239],"Student":[243],"Risk":[244,250],"Factor":[245],"(SRF).":[246],"By":[247],"At":[249],"Students,":[251],"dashboard":[253],"can":[254],"act":[255],"\"Early":[258],"Alert":[259],"System\"":[260],"enable":[262],"management":[265],"take":[267],"corrective":[268],"action":[269],"provide":[271],"needed":[272],"students.":[276]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
