{"id":"https://openalex.org/W2076361679","doi":"https://doi.org/10.1007/s12351-008-0032-4","title":"Mining log data for the analysis of learners\u2019 behaviour in web-based learning management systems","display_name":"Mining log data for the analysis of learners\u2019 behaviour in web-based learning management systems","publication_year":2009,"publication_date":"2009-01-17","ids":{"openalex":"https://openalex.org/W2076361679","doi":"https://doi.org/10.1007/s12351-008-0032-4","mag":"2076361679"},"language":"en","primary_location":{"id":"doi:10.1007/s12351-008-0032-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12351-008-0032-4","pdf_url":null,"source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operational Research","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/A5067289495","display_name":"Yannis Psaromiligkos","orcid":"https://orcid.org/0000-0002-8420-8663"},"institutions":[{"id":"https://openalex.org/I122380217","display_name":"Technological Educational Institute of Piraeus","ror":"https://ror.org/00ks0ea23","country_code":"GR","type":"education","lineage":["https://openalex.org/I122380217"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Yannis Psaromiligkos","raw_affiliation_strings":["Technological Educational Institute of Piraeus, P. Ralli and Thivon 250, 12244, Piraeus, Greece","Technological Educational Institute of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Technological Educational Institute of Piraeus, P. Ralli and Thivon 250, 12244, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]},{"raw_affiliation_string":"Technological Educational Institute of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054227958","display_name":"Maria Orfanidou","orcid":"https://orcid.org/0000-0003-0486-3666"},"institutions":[{"id":"https://openalex.org/I122380217","display_name":"Technological Educational Institute of Piraeus","ror":"https://ror.org/00ks0ea23","country_code":"GR","type":"education","lineage":["https://openalex.org/I122380217"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Orfanidou","raw_affiliation_strings":["Technological Educational Institute of Piraeus, P. Ralli and Thivon 250, 12244, Piraeus, Greece","Technological Educational Institute of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Technological Educational Institute of Piraeus, P. Ralli and Thivon 250, 12244, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]},{"raw_affiliation_string":"Technological Educational Institute of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090943591","display_name":"Christos Kytagias","orcid":"https://orcid.org/0000-0001-6037-0036"},"institutions":[{"id":"https://openalex.org/I122380217","display_name":"Technological Educational Institute of Piraeus","ror":"https://ror.org/00ks0ea23","country_code":"GR","type":"education","lineage":["https://openalex.org/I122380217"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Kytagias","raw_affiliation_strings":["Technological Educational Institute of Piraeus, P. Ralli and Thivon 250, 12244, Piraeus, Greece","Technological Educational Institute of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Technological Educational Institute of Piraeus, P. Ralli and Thivon 250, 12244, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]},{"raw_affiliation_string":"Technological Educational Institute of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031720366","display_name":"Evmorfia Zafiri","orcid":null},"institutions":[{"id":"https://openalex.org/I122380217","display_name":"Technological Educational Institute of Piraeus","ror":"https://ror.org/00ks0ea23","country_code":"GR","type":"education","lineage":["https://openalex.org/I122380217"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evmorfia Zafiri","raw_affiliation_strings":["Technological Research Center of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Technological Research Center of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I122380217"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067289495"],"corresponding_institution_ids":["https://openalex.org/I122380217"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.9125,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.95037769,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":"2","first_page":"187","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9750000238418579,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9740999937057495,"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/learning-management","display_name":"Learning Management","score":0.7453750371932983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7419481873512268},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.7152241468429565},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.590906023979187},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.561855137348175},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5527924299240112},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4727381467819214},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.45693439245224},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4536553621292114},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4471028745174408},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4191089868545532},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.41083985567092896},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3566770553588867},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2949286103248596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23663076758384705},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.20322701334953308},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.19107577204704285},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.16596847772598267},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.13693150877952576}],"concepts":[{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.7453750371932983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7419481873512268},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.7152241468429565},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.590906023979187},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.561855137348175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5527924299240112},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4727381467819214},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.45693439245224},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4536553621292114},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4471028745174408},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4191089868545532},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.41083985567092896},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3566770553588867},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2949286103248596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23663076758384705},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.20322701334953308},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.19107577204704285},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.16596847772598267},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.13693150877952576},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12351-008-0032-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12351-008-0032-4","pdf_url":null,"source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operational Research","raw_type":"journal-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/W84277722","https://openalex.org/W160336791","https://openalex.org/W254124169","https://openalex.org/W286321629","https://openalex.org/W1529934776","https://openalex.org/W1549260278","https://openalex.org/W1989373239","https://openalex.org/W2027711578","https://openalex.org/W2063771604","https://openalex.org/W2141170298","https://openalex.org/W2156519363","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2025348793","https://openalex.org/W2906157807","https://openalex.org/W2027711578","https://openalex.org/W2163728038","https://openalex.org/W2187010172","https://openalex.org/W2559496954","https://openalex.org/W3132676619","https://openalex.org/W4365137208","https://openalex.org/W2061416227","https://openalex.org/W2787327811"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}