{"id":"https://openalex.org/W2109040932","doi":"https://doi.org/10.2190/5jnm-b6hp-yc58-pm5y","title":"Discovering Decision Knowledge from Web Log Portfolio for Managing Classroom Processes by Applying Decision Tree and Data Cube Technology","display_name":"Discovering Decision Knowledge from Web Log Portfolio for Managing Classroom Processes by Applying Decision Tree and Data Cube Technology","publication_year":2000,"publication_date":"2000-10-01","ids":{"openalex":"https://openalex.org/W2109040932","doi":"https://doi.org/10.2190/5jnm-b6hp-yc58-pm5y","mag":"2109040932"},"language":"en","primary_location":{"id":"doi:10.2190/5jnm-b6hp-yc58-pm5y","doi":"https://doi.org/10.2190/5jnm-b6hp-yc58-pm5y","is_oa":false,"landing_page_url":"https://doi.org/10.2190/5jnm-b6hp-yc58-pm5y","pdf_url":null,"source":{"id":"https://openalex.org/S127795871","display_name":"Journal of Educational Computing Research","issn_l":"0735-6331","issn":["0735-6331","1541-4140"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational Computing Research","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2109040932"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5081954765","display_name":"Gwo\u2010Dong Chen","orcid":"https://orcid.org/0000-0001-5741-5512","observed_orcids":["https://orcid.org/0000-0001-5741-5512"]},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Gwo-Dong Chen","raw_affiliation_strings":["National Central University","National Central University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Central University","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"National Central University#TAB#","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103076432","display_name":"Chen\u2010Chung Liu","orcid":"https://orcid.org/0000-0001-6128-0227","observed_orcids":["https://orcid.org/0000-0001-6128-0227"]},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Chung Liu","raw_affiliation_strings":["National Central University","National Central University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Central University","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"National Central University#TAB#","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018176779","display_name":"Kuo-Liang Ou","orcid":"https://orcid.org/0000-0003-4745-9751","observed_orcids":["https://orcid.org/0000-0003-4745-9751"]},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuo-Liang Ou","raw_affiliation_strings":["National Central University","National Central University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Central University","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"National Central University#TAB#","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111962263","display_name":"Baw-Jhiune Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Baw-Jhiune Liu","raw_affiliation_strings":["Yuan Ze University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yuan Ze University","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3900,"currency":"USD","value_usd":3900},"apc_paid":null,"fwci":6.5667,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.95711061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"23","issue":"3","first_page":"305","last_page":"332"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.0003000000142492354,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.00019999999494757503,"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/blogs","display_name":"blogs","score":0.9369999766349792},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.7400000095367432},{"id":"https://openalex.org/keywords/data-cubes","display_name":"data cubes","score":0.984000027179718},{"id":"https://openalex.org/keywords/student-behavior-patterns","display_name":"student behavior patterns","score":0.8220000267028809},{"id":"https://openalex.org/keywords/distance-education","display_name":"distance education","score":0.7979999780654907},{"id":"https://openalex.org/keywords/web-server-log-analysis","display_name":"web server log analysis","score":0.5}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7779212594032288},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.45043328404426575},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.43786880373954773},{"id":"https://openalex.org/C201932085","wikidata":"https://www.wikidata.org/wiki/Q642514","display_name":"Online analytical processing","level":3,"score":0.4354571998119354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42321544885635376},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.41528043150901794},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3776973485946655},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.365987628698349},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.31644394993782043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23147845268249512},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2190/5jnm-b6hp-yc58-pm5y","doi":"https://doi.org/10.2190/5jnm-b6hp-yc58-pm5y","is_oa":false,"landing_page_url":"https://doi.org/10.2190/5jnm-b6hp-yc58-pm5y","pdf_url":null,"source":{"id":"https://openalex.org/S127795871","display_name":"Journal of Educational Computing Research","issn_l":"0735-6331","issn":["0735-6331","1541-4140"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational Computing Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.975600004196167}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1497237190","https://openalex.org/W1504694836","https://openalex.org/W1546144887","https://openalex.org/W1550407079","https://openalex.org/W1562354573","https://openalex.org/W1571344960","https://openalex.org/W1599136575","https://openalex.org/W1602138919","https://openalex.org/W1975432064","https://openalex.org/W2005374071","https://openalex.org/W2008864670","https://openalex.org/W2046543973","https://openalex.org/W2125055259","https://openalex.org/W2125240402","https://openalex.org/W2140369176","https://openalex.org/W2144192824","https://openalex.org/W2145720076","https://openalex.org/W2146846402","https://openalex.org/W2150531367","https://openalex.org/W2150730636","https://openalex.org/W2508282516","https://openalex.org/W2945526390","https://openalex.org/W2950416404","https://openalex.org/W2994589270","https://openalex.org/W4298878552"],"related_works":["https://openalex.org/W2145720076","https://openalex.org/W1550407079","https://openalex.org/W3168922532","https://openalex.org/W2383144894","https://openalex.org/W2071139922","https://openalex.org/W7095550066","https://openalex.org/W2362357635","https://openalex.org/W286129891","https://openalex.org/W2347910801","https://openalex.org/W7145151544"],"abstract_inverted_index":{"In":[0],"conventional":[1],"classrooms,":[2],"teachers":[3,38,76,93,175],"attempt":[4],"to":[5,32,36,46,59,77,86,116,121,139],"enhance":[6],"instruction":[7,188],"by":[8,17],"monitoring":[9],"students'":[10,34,57,109,141,149],"learning":[11,24,61,150],"processes":[12,73],"and":[13,20,42,103,133,143,157,164,179,192],"analyzing":[14],"their":[15],"performances":[16],"paper":[18],"records":[19],"observation.":[21],"Similarly,":[22],"distance":[23],"systems":[25,53,62],"on":[26,69,148],"the":[27,56,60,70,97,105,113,145,161,181],"Web":[28,51,64,90,101,114,123,153],"should":[29],"be":[30],"designed":[31],"record":[33,55],"behaviors":[35,142],"assist":[37],"in":[39,50,63,89,112],"assessing":[40],"performance":[41,151],"making":[43],"decisions":[44],"related":[45],"curriculum.":[47],"Recent":[48],"developments":[49],"server":[52],"can":[54,74,176],"access":[58],"logs.":[65,91,154],"Information":[66],"processing":[67,137],"analysis":[68],"historical":[71],"classroom":[72],"help":[75],"develop":[78],"knowledge":[79],"for":[80,125,168],"applying":[81],"proper":[82],"teaching":[83,118],"strategies":[84],"according":[85],"available":[87],"information":[88,136],"However,":[92],"cannot":[94],"easily":[95],"infer":[96],"pedagogical":[98,106,126,146,169,184],"meaning":[99],"of":[100,108,159,183],"logs":[102,115,124],"discover":[104,144],"rules":[107,147],"behavior":[110],"patterns":[111],"refine":[117],"strategies.":[119],"Therefore,":[120],"use":[122],"purposes,":[127],"this":[128],"article":[129],"adopts":[130],"decision":[131,165,190],"tree":[132,166,191],"data":[134,162,193],"cube":[135,163,194],"methodologies":[138,167],"observe":[140],"from":[152],"The":[155],"architecture":[156],"guidelines":[158],"utilizing":[160],"purposes":[170],"are":[171],"also":[172],"presented.":[173],"Consequently,":[174],"efficiently":[177],"estimate":[178],"explain":[180],"effectiveness":[182],"strategies,":[185],"ultimately":[186],"improving":[187],"with":[189],"software.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
