{"id":"https://openalex.org/W2123470426","doi":"https://doi.org/10.1109/cie.2002.1186125","title":"Using data mining for improving web-based course design","display_name":"Using data mining for improving web-based course design","publication_year":2003,"publication_date":"2003-08-27","ids":{"openalex":"https://openalex.org/W2123470426","doi":"https://doi.org/10.1109/cie.2002.1186125","mag":"2123470426"},"language":"en","primary_location":{"id":"doi:10.1109/cie.2002.1186125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cie.2002.1186125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computers in Education, 2002. Proceedings.","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/A5040603734","display_name":"Niko Myller","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Myller","raw_affiliation_strings":["Department of Computer Science, University of Joensuu, Finland","Dept. of Comput. Sci., Joensuu Univ., Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Joensuu, Finland","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput. Sci., Joensuu Univ., Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037597113","display_name":"Jarkko Suhonen","orcid":"https://orcid.org/0000-0002-3501-6286"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. Suhonen","raw_affiliation_strings":["Department of Computer Science, University of Joensuu, Finland","Dept. of Comput. Sci., Joensuu Univ., Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Joensuu, Finland","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput. Sci., Joensuu Univ., Finland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036285785","display_name":"Erkki Sutinen","orcid":"https://orcid.org/0000-0002-1020-3325"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Sutinen","raw_affiliation_strings":["Department of Computer Science, University of Joensuu, Finland","Dept. of Comput. Sci., Joensuu Univ., Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Joensuu, Finland","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput. Sci., Joensuu Univ., Finland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8007,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.86270247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"959","last_page":"963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9973999857902527,"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":0.9757999777793884,"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/T11122","display_name":"Online Learning and Analytics","score":0.9721999764442444,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8098264932632446},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6301918625831604},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.5819653868675232},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.5184094905853271},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5078533291816711},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.4987630844116211},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45411303639411926},{"id":"https://openalex.org/keywords/distance-education","display_name":"Distance education","score":0.4246803820133209},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3216482996940613},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.16616299748420715},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11760121583938599},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.10234570503234863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8098264932632446},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6301918625831604},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.5819653868675232},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.5184094905853271},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5078533291816711},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.4987630844116211},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45411303639411926},{"id":"https://openalex.org/C503872463","wikidata":"https://www.wikidata.org/wiki/Q159595","display_name":"Distance education","level":2,"score":0.4246803820133209},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3216482996940613},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.16616299748420715},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11760121583938599},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.10234570503234863},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace 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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cie.2002.1186125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cie.2002.1186125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computers in Education, 2002. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6800000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W26043543","https://openalex.org/W140457547","https://openalex.org/W1524704912","https://openalex.org/W2075665712","https://openalex.org/W2079905355","https://openalex.org/W2080803766","https://openalex.org/W2081201999","https://openalex.org/W2123504579","https://openalex.org/W2125055259","https://openalex.org/W2397112583","https://openalex.org/W2466512847","https://openalex.org/W6601054730","https://openalex.org/W6631241307"],"related_works":["https://openalex.org/W4318717247","https://openalex.org/W2317874921","https://openalex.org/W2736755255","https://openalex.org/W4362648715","https://openalex.org/W2009385780","https://openalex.org/W3082623308","https://openalex.org/W3120503679","https://openalex.org/W2359390960","https://openalex.org/W3180276870","https://openalex.org/W2027711578"],"abstract_inverted_index":{"The":[0],"distance":[1],"education":[2,35],"field":[3],"offers":[4],"several":[5,44],"potential":[6],"data":[7,10,32],"sources":[8],"for":[9,51],"mining":[11,33],"applications.":[12],"These":[13],"applications":[14],"can":[15,48],"help":[16],"both":[17],"instructors":[18],"and":[19,39,62],"students":[20],"in":[21,34,57],"the":[22,28,41,65],"web-based":[23],"learning":[24],"setting.":[25],"One":[26],"of":[27,31],"interesting":[29],"aspects":[30],"is":[36],"to":[37,53,63],"collect":[38],"interpret":[40],"information":[42,47],"from":[43],"courses.":[45],"This":[46],"be":[49],"used":[50],"example":[52],"assign":[54],"heterogeneous":[55],"groups":[56],"programming":[58],"courses":[59],"or":[60],"projects":[61],"evaluate":[64],"actual":[66],"learning.":[67]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
