{"id":"https://openalex.org/W2737402105","doi":"https://doi.org/10.4018/ijhcitp.2017100101","title":"e-Analytics for e-Learning","display_name":"e-Analytics for e-Learning","publication_year":2017,"publication_date":"2017-07-24","ids":{"openalex":"https://openalex.org/W2737402105","doi":"https://doi.org/10.4018/ijhcitp.2017100101","mag":"2737402105"},"language":"en","primary_location":{"id":"doi:10.4018/ijhcitp.2017100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijhcitp.2017100101","pdf_url":null,"source":{"id":"https://openalex.org/S193803878","display_name":"International Journal of Human Capital and Information Technology Professionals","issn_l":"1947-3478","issn":["1947-3478","1947-3486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human Capital and Information Technology Professionals","raw_type":"journal-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/A5081459421","display_name":"Dafinka Miteva","orcid":"https://orcid.org/0000-0002-4841-2245"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Dafinka Miteva","raw_affiliation_strings":["Sofia University, Faculty of Mathematics and Informatics, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sofia University, Faculty of Mathematics and Informatics, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042131623","display_name":"Krassen Stefanov","orcid":"https://orcid.org/0000-0002-4427-6098"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Krassen Stefanov","raw_affiliation_strings":["Sofia University, Faculty of Mathematics and Informatics, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sofia University, Faculty of Mathematics and Informatics, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046474307","display_name":"Eliza Stefanova","orcid":"https://orcid.org/0000-0002-9697-2028"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Eliza Stefanova","raw_affiliation_strings":["Sofia University, Faculty of Mathematics and Informatics, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sofia University, Faculty of Mathematics and Informatics, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I58918642"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09081592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"4","first_page":"1","last_page":"13"},"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9478999972343445,"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":0.934499979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.806320309638977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7566884756088257},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6805090308189392},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6230958104133606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6045938730239868},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5329108238220215},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.516918420791626},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.46053269505500793},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.4331793189048767},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4151943027973175},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.3681110739707947},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3339720666408539},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1902080476284027},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.14548686146736145},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.11144286394119263}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.806320309638977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7566884756088257},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6805090308189392},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6230958104133606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6045938730239868},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5329108238220215},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.516918420791626},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.46053269505500793},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.4331793189048767},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4151943027973175},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.3681110739707947},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3339720666408539},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1902080476284027},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.14548686146736145},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.11144286394119263},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijhcitp.2017100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijhcitp.2017100101","pdf_url":null,"source":{"id":"https://openalex.org/S193803878","display_name":"International Journal of Human Capital and Information Technology Professionals","issn_l":"1947-3478","issn":["1947-3478","1947-3486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human Capital and Information Technology Professionals","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jhcitp:v:8:y:2017:i:4:p:1-13","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJHCITP.2017100101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W193988059","https://openalex.org/W1506965148","https://openalex.org/W1568336093","https://openalex.org/W1594453896","https://openalex.org/W2063141800","https://openalex.org/W2071097428","https://openalex.org/W2086235321","https://openalex.org/W2108461008","https://openalex.org/W2132154562","https://openalex.org/W2138334515","https://openalex.org/W2264893711","https://openalex.org/W2489534557","https://openalex.org/W2742103069","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1485952063","https://openalex.org/W2229630036","https://openalex.org/W2610964225","https://openalex.org/W2413477332","https://openalex.org/W2518957967","https://openalex.org/W306541146","https://openalex.org/W4255621315","https://openalex.org/W2488902537","https://openalex.org/W3025951784","https://openalex.org/W4245382487"],"abstract_inverted_index":{"Nowadays":[0],"education":[1],"is":[2,45,69],"inconceivable":[3],"without":[4],"the":[5,11,39,49,58,78,98,108],"use":[6],"of":[7,25,38,60,107],"e-environment":[8],"and":[9,83,87,95,110,120],"all":[10],"benefits":[12],"it":[13],"can":[14,53],"ensure.":[15],"Modern":[16],"learning":[17,50,111],"systems":[18],"are":[19,85,102],"featured":[20],"with":[21],"a":[22,72],"wide":[23],"range":[24],"resources":[26],"for":[27,32,65,104,123],"gathering":[28],"relevant":[29],"user":[30],"traces":[31],"data":[33,67,79],"analysis.":[34],"The":[35,62,113],"main":[36],"goal":[37],"research":[40],"described":[41],"in":[42,71],"this":[43,135],"paper":[44,114],"to":[46,56,90,133],"explore":[47],"how":[48],"analytics":[51],"methods":[52],"be":[54],"used":[55],"improve":[57],"results":[59],"e-Learning.":[61],"novel":[63],"method":[64],"cross-system":[66],"collection":[68],"accomplished":[70],"newly":[73],"designed":[74],"database/system":[75],"e-Analytics.":[76],"Using":[77],"collected,":[80],"various":[81],"analyses":[82],"reports":[84],"presented":[86],"discussed,":[88],"aiming":[89],"disclose":[91],"important":[92],"learner's":[93],"behaviors":[94],"regularities":[96],"during":[97],"educational":[99],"process.":[100,112],"Recommendations":[101],"made":[103],"further":[105,121],"improvements":[106],"teaching":[109],"concludes":[115],"by":[116],"enumerating":[117],"some":[118],"challenges":[119],"works":[122],"creating":[124],"effective":[125],"Learning":[126],"Analytics":[127],"tools.Request":[128],"access":[129],"from":[130],"your":[131],"librarian":[132],"read":[134],"article's":[136],"full":[137],"text.":[138]},"counts_by_year":[],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}