{"id":"https://openalex.org/W2588560486","doi":"https://doi.org/10.18293/dms2016-042","title":"Is e-learning ready for big data? And how big data would be useful to e-learning ?","display_name":"Is e-learning ready for big data? And how big data would be useful to e-learning ?","publication_year":2016,"publication_date":"2016-11-25","ids":{"openalex":"https://openalex.org/W2588560486","doi":"https://doi.org/10.18293/dms2016-042","mag":"2588560486"},"language":"en","primary_location":{"id":"doi:10.18293/dms2016-042","is_oa":true,"landing_page_url":"http://doi.org/10.18293/dms2016-042","pdf_url":"https://doi.org/10.18293/dms2016-042","source":{"id":"https://openalex.org/S4386872205","display_name":"Proceedings","issn_l":"2326-3261","issn":["2326-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Distributed Multimedia Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/dms2016-042","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012865170","display_name":"Paolo Maresca","orcid":"https://orcid.org/0000-0002-3128-2448"},"institutions":[{"id":"https://openalex.org/I4210104655","display_name":"Ingegneria dei Trasporti (Italy)","ror":"https://ror.org/01fp7rv25","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210104655"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Paolo Maresca","raw_affiliation_strings":["Department of Ingegneria Elettrica e Tecnologie delle Informazioni (DIETI) -Universit Federico II di Napoli (ITALY)","Department of Ingegneria Elettrica e Tecnologie delle Informazioni (DIETI) -Universit\u00e0 Federico II di Napoli (ITALY)"],"affiliations":[{"raw_affiliation_string":"Department of Ingegneria Elettrica e Tecnologie delle Informazioni (DIETI) -Universit Federico II di Napoli (ITALY)","institution_ids":["https://openalex.org/I4210104655"]},{"raw_affiliation_string":"Department of Ingegneria Elettrica e Tecnologie delle Informazioni (DIETI) -Universit\u00e0 Federico II di Napoli (ITALY)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066084329","display_name":"Andrea Molinari","orcid":"https://orcid.org/0000-0002-9962-9479"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI","IT"],"is_corresponding":false,"raw_author_name":"Andrea Molinari","raw_affiliation_strings":["Department of Industrial Engineering -University of Trento (ITALY","School of Industrial Engineering and Management, Lappeenranta University of Technology (FINLAND)"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering -University of Trento (ITALY","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"School of Industrial Engineering and Management, Lappeenranta University of Technology (FINLAND)","institution_ids":["https://openalex.org/I63548447"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012865170"],"corresponding_institution_ids":["https://openalex.org/I4210104655"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.30939227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2016","issue":null,"first_page":"34","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9825999736785889,"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/T13482","display_name":"Engineering Education and Technology","score":0.9706000089645386,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8315994739532471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7076131105422974},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6802980899810791},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6797448992729187},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6303843259811401},{"id":"https://openalex.org/keywords/e-learning","display_name":"E learning","score":0.5109642744064331},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28853344917297363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23404008150100708},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.16505274176597595},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08816030621528625}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8315994739532471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7076131105422974},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6802980899810791},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6797448992729187},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6303843259811401},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.5109642744064331},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28853344917297363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23404008150100708},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.16505274176597595},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08816030621528625}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18293/dms2016-042","is_oa":true,"landing_page_url":"http://doi.org/10.18293/dms2016-042","pdf_url":"https://doi.org/10.18293/dms2016-042","source":{"id":"https://openalex.org/S4386872205","display_name":"Proceedings","issn_l":"2326-3261","issn":["2326-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Distributed Multimedia Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:14359775","is_oa":true,"landing_page_url":"https://doi.org/10.18293/dms2016-042","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.18293/dms2016-042","is_oa":true,"landing_page_url":"http://doi.org/10.18293/dms2016-042","pdf_url":"https://doi.org/10.18293/dms2016-042","source":{"id":"https://openalex.org/S4386872205","display_name":"Proceedings","issn_l":"2326-3261","issn":["2326-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Distributed Multimedia Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2588560486.pdf","grobid_xml":"https://content.openalex.org/works/W2588560486.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W83591980","https://openalex.org/W193988059","https://openalex.org/W1982464953","https://openalex.org/W1995498486","https://openalex.org/W2005372638","https://openalex.org/W2008356350","https://openalex.org/W2034793908","https://openalex.org/W2070345106","https://openalex.org/W2159799955","https://openalex.org/W2170586871","https://openalex.org/W2247544264","https://openalex.org/W2296285015","https://openalex.org/W2314092316","https://openalex.org/W2343887006","https://openalex.org/W2400215038","https://openalex.org/W4242439699","https://openalex.org/W4254964667","https://openalex.org/W6712337114"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"The":[0],"paper":[1],"presents":[2],"an":[3,80],"overview":[4],"of":[5,9,35,54,79,93,96,121],"possible":[6],"application":[7],"fields":[8],"big":[10,100,130],"data":[11,97,101,131],"to":[12],"the":[13,18,27,33,52,58,64,76,91,111,118,129],"Technology-Enhanced":[14],"Learning":[15],"(TEL),":[16],"with":[17,82,99,117],"many":[19],"different":[20],"facets":[21],"this":[22],"could":[23,50],"imply.":[24],"Many":[25],"are":[26,125],"benefits":[28,49],"for":[29,127],"e-learning":[30,136],"when":[31,38],"approaching":[32],"collection":[34],"data,":[36],"especially":[37],"elearning":[39],"is":[40],"delivered":[41],"in":[42,74,90,132],"a":[43,83],"life-long":[44],"learning":[45],"perspective.":[46],"All":[47],"these":[48],"impact":[51],"future":[53],"eLearning,":[55],"by":[56],"revolutionizing":[57],"way":[59],"we":[60,70,114],"analyze":[61],"and":[62,103],"assess":[63],"eLearning":[65],"experience.":[66],"On":[67,110],"one":[68],"side,":[69],"present":[71],"our":[72],"experience":[73],"enriching":[75],"persistence":[77],"layer":[78],"LMS":[81],"deeper":[84],"log":[85],"system":[86],"on":[87],"users'":[88],"actions,":[89],"perspective":[92],"collecting":[94],"volumes":[95],"compatible":[98],"tools":[102],"technologies,":[104],"while":[105],"highlighting":[106],"some":[107],"related":[108],"issues.":[109],"other":[112],"hand":[113],"will":[115],"deal":[116],"first":[119],"applications":[120],"cognitive":[122],"systems":[123],"that":[124],"responsible":[126],"catalysing":[128],"analytics":[133],"aimed":[134],"at":[135],"activities.":[137]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}