{"id":"https://openalex.org/W2624408441","doi":"https://doi.org/10.1109/educon.2017.7943020","title":"A novel approach for analyzing student interaction with educational systems","display_name":"A novel approach for analyzing student interaction with educational systems","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2624408441","doi":"https://doi.org/10.1109/educon.2017.7943020","mag":"2624408441"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2017.7943020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2017.7943020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Engineering Education Conference (EDUCON)","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/A5014172939","display_name":"Mohammed Hussain","orcid":"https://orcid.org/0000-0002-0980-5281"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohammed Hussain","raw_affiliation_strings":["Zayed University, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038578892","display_name":"Mohamed Basel Almourad","orcid":"https://orcid.org/0000-0003-2193-1472"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"M. Basel Al-Mourad","raw_affiliation_strings":["Zayed University, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044372439","display_name":"Abdullah Hussein","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abdullah Hussein","raw_affiliation_strings":["University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036608101","display_name":"Sujith Samuel Mathew","orcid":"https://orcid.org/0000-0001-7648-7458"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sujith Mathew","raw_affiliation_strings":["Zayed University, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087135552","display_name":"Essam A. Morsy","orcid":"https://orcid.org/0000-0001-5153-1117"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Essam Morsy","raw_affiliation_strings":["Zayed University, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3919,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71456479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"47","issue":null,"first_page":"1332","last_page":"1336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991000294685364,"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":0.9991000294685364,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9853000044822693,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9847000241279602,"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":0.7614886164665222},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6343849301338196},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.580743134021759},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5038558840751648},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4475003778934479},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42058122158050537},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.41411978006362915},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3640649914741516},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2132958471775055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10531190037727356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7614886164665222},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6343849301338196},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.580743134021759},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5038558840751648},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4475003778934479},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42058122158050537},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.41411978006362915},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3640649914741516},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2132958471775055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10531190037727356},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2017.7943020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2017.7943020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Engineering Education Conference (EDUCON)","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":21,"referenced_works":["https://openalex.org/W1486457878","https://openalex.org/W1596737953","https://openalex.org/W1832217497","https://openalex.org/W1898103075","https://openalex.org/W2021601071","https://openalex.org/W2041735411","https://openalex.org/W2088134864","https://openalex.org/W2094734495","https://openalex.org/W2117493442","https://openalex.org/W2123504579","https://openalex.org/W2142406320","https://openalex.org/W2143048075","https://openalex.org/W2147854123","https://openalex.org/W2153378020","https://openalex.org/W2159128662","https://openalex.org/W2188960590","https://openalex.org/W2529601000","https://openalex.org/W6628978358","https://openalex.org/W6635719681","https://openalex.org/W6687351798","https://openalex.org/W6727896977"],"related_works":["https://openalex.org/W2389366189","https://openalex.org/W2587708178","https://openalex.org/W43069326","https://openalex.org/W4235637421","https://openalex.org/W2026674420","https://openalex.org/W3123894481","https://openalex.org/W2380137971","https://openalex.org/W4285769302","https://openalex.org/W2521491036","https://openalex.org/W3137268104"],"abstract_inverted_index":{"The":[0,74],"data":[1,31,42,66,75,86,97,141],"in":[2,26,58,93],"higher":[3],"educational":[4,30,131],"institutions":[5],"come":[6],"from":[7,67,80,99,142],"the":[8,13,27,36,105,109,126,130,135,158],"interaction":[9,128],"of":[10,29,40,69,125,160],"students":[11,113],"with":[12,35,121,129],"various":[14],"online":[15],"systems,":[16,64,82,132],"such":[17,41],"as":[18],"learning":[19,50],"management,":[20],"registration,":[21],"advising":[22],"and":[23,38,52,167],"email.":[24],"Research":[25],"field":[28,95],"mining":[32],"is":[33],"concerned":[34],"collection":[37],"analysis":[39],"to":[43,77,134,151,163],"discover":[44],"new":[45],"insights":[46],"about":[47],"student":[48,127,147,153,165],"behavior,":[49],"style":[51],"success":[53],"factors.":[54],"Since":[55],"different":[56,62,85],"departments":[57,71],"an":[59],"institution":[60],"manage":[61],"IT":[63],"collecting":[65],"all":[68],"these":[70],"requires":[72],"collaboration.":[73],"has":[76],"be":[78],"extracted":[79,98],"many":[81],"which":[83],"uses":[84],"formats.":[87],"Therefore,":[88],"a":[89,122],"typical":[90],"research":[91],"work":[92],"this":[94],"analyzes":[96,108],"one":[100,143],"system.":[101,144],"This":[102,117],"paper,":[103],"on":[104],"other":[106],"hand,":[107],"network":[110,169],"traffic":[111],"that":[112],"generate":[114],"while":[115],"on-campus.":[116],"approach":[118],"provides":[119],"us":[120],"better":[123],"view":[124,137],"compared":[133],"single":[136],"achieved":[138],"by":[139],"analyzing":[140],"We":[145],"anonymize":[146],"personally":[148],"identifiable":[149],"information":[150],"protect":[152],"privacy.":[154],"Further,":[155],"we":[156],"propose":[157],"use":[159],"fog":[161],"computing":[162],"enhance":[164],"privacy":[166],"reduce":[168],"load.":[170]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}