{"id":"https://openalex.org/W2100580466","doi":null,"title":"Integrating Data Mining in Program Evaluation of K-12 Online Education","display_name":"Integrating Data Mining in Program Evaluation of K-12 Online Education","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2100580466","mag":"2100580466"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.298.8697","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.8697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ifets.info/journals/15_3/3.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5053514094","display_name":"Jui-Long Hung","orcid":"https://orcid.org/0000-0002-7710-7231","observed_orcids":["https://orcid.org/0000-0002-7710-7231"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jui-Long Hung","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7710-7231","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077125375","display_name":"Yu\u2010Chang Hsu","orcid":"https://orcid.org/0000-0002-6373-2052","observed_orcids":["https://orcid.org/0000-0002-6373-2052"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu\u2010Chang Hsu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6373-2052","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5041840031","display_name":"Kerry Rice","orcid":"https://orcid.org/0000-0002-5739-8342","observed_orcids":["https://orcid.org/0000-0002-5739-8342"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kerry Rice","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5739-8342","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.0139,"has_fulltext":false,"cited_by_count":90,"citation_normalized_percentile":{"value":0.97411496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"15","issue":"3","first_page":"27","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/program-evaluation","display_name":"program evaluation","score":0.8220000267028809},{"id":"https://openalex.org/keywords/learning-logs","display_name":"learning logs","score":0.6740000247955322},{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.7390000224113464},{"id":"https://openalex.org/keywords/student-satisfaction","display_name":"student satisfaction","score":0.8029999732971191},{"id":"https://openalex.org/keywords/decision-tree-analysis","display_name":"decision tree analysis","score":0.7319999933242798},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"educational data mining","score":0.7919999957084656},{"id":"https://openalex.org/keywords/educational-decision-making","display_name":"educational decision-making","score":0.5379999876022339},{"id":"https://openalex.org/keywords/demographic-data","display_name":"demographic data","score":0.39100000262260437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6241412162780762},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5849217176437378},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5597351789474487},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.520444929599762},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4708549380302429},{"id":"https://openalex.org/C503872463","wikidata":"https://www.wikidata.org/wiki/Q159595","display_name":"Distance education","level":2,"score":0.4438798427581787},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.42763620615005493},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33309316635131836},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33272233605384827},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3200168311595917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22870412468910217},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20652124285697937},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.19763797521591187},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18588441610336304},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.298.8697","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.8697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ifets.info/journals/15_3/3.pdf","raw_type":"text"},{"id":"pmh:oai:scholarworks.boisestate.edu:edtech_facpubs-1065","doi":null,"is_oa":false,"landing_page_url":"https://scholarworks.boisestate.edu/edtech_facpubs/65","pdf_url":null,"source":{"id":"https://openalex.org/S4306400258","display_name":"ScholarWorks (Boise State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I120156002","host_organization_name":"Boise State University","host_organization_lineage":["https://openalex.org/I120156002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Technology Faculty Publications and Presentations","raw_type":"text"},{"id":"mag:2100580466","doi":null,"is_oa":false,"landing_page_url":"https://www.researchgate.net/profile/Jui_Long_Hung/publication/264702287_Integrating_Data_Mining_in_Program_Evaluation_of_K-12_Online_Education/links/55a3791208aea517405cee78.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S187377680","display_name":"Educational Technology & Society","issn_l":"1176-3647","issn":["1176-3647","1436-4522"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-2","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Educational Technology & Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9901999831199646}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W25710627","https://openalex.org/W203003021","https://openalex.org/W428585213","https://openalex.org/W1486592139","https://openalex.org/W1574903860","https://openalex.org/W1589232256","https://openalex.org/W1594031697","https://openalex.org/W1977556410","https://openalex.org/W2002763830","https://openalex.org/W2006444123","https://openalex.org/W2013876224","https://openalex.org/W2035109842","https://openalex.org/W2048610266","https://openalex.org/W2051044788","https://openalex.org/W2056683859","https://openalex.org/W2077613117","https://openalex.org/W2080844344","https://openalex.org/W2082119042","https://openalex.org/W2102369718","https://openalex.org/W2110926176","https://openalex.org/W2125118175","https://openalex.org/W2127941671","https://openalex.org/W2128219575","https://openalex.org/W2138645199","https://openalex.org/W2153378020","https://openalex.org/W2290525882","https://openalex.org/W2317051759","https://openalex.org/W2416417498","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W7096091684","https://openalex.org/W2202126999","https://openalex.org/W3008120208","https://openalex.org/W4283770493","https://openalex.org/W1578057251","https://openalex.org/W4224107964","https://openalex.org/W4220792200","https://openalex.org/W2743130174","https://openalex.org/W7100165581","https://openalex.org/W84110508"],"abstract_inverted_index":{"This":[0,96],"study":[1,51,97],"investigated":[2],"an":[3,22],"innovative":[4],"approach":[5],"of":[6,11,32,57],"program":[7,34,106],"evaluation":[8,19,35,107],"through":[9],"analyses":[10],"student":[12,87],"learning":[13,43,65],"logs,":[14],"demographic":[15],"data,":[16],"and":[17,42,79,89,94],"end-of-course":[18],"surveys":[20],"in":[21,63,67,108,135],"online":[23],"K\u201312":[24],"supplemental":[25],"program.":[26],"The":[27],"results":[28],"support":[29],"the":[30,45,125],"development":[31],"a":[33,55],"model":[36],"for":[37,114],"decision":[38,80,115],"making":[39],"on":[40],"teaching":[41],"at":[44,124],"K\u2013":[46],"12":[47,127],"level.":[48],"A":[49],"case":[50],"was":[52,72,83],"conducted":[53],"with":[54],"total":[56],"7,539":[58],"students":[59],"(whose":[60],"activities":[61],"resulted":[62],"23,854,527":[64],"logs":[66],"883":[68],"courses).":[69],"Clustering":[70],"analysis":[71,82],"applied":[73,84],"to":[74,85,110],"reveal":[75],"students\u2019":[76],"shared":[77],"characteristics,":[78],"tree":[81],"predict":[86],"performance":[88],"satisfaction":[90],"levels":[91],"toward":[92],"course":[93],"instructor.":[95],"demonstrated":[98],"how":[99],"data":[100],"mining":[101],"can":[102],"be":[103],"incorporated":[104],"into":[105],"order":[109],"generate":[111],"in-depth":[112],"information":[113],"making.":[116],"In":[117],"addition,":[118],"it":[119],"explored":[120],"potential":[121],"EDM":[122],"applications":[123],"K-":[126],"level":[128],"that":[129],"have":[130],"already":[131],"been":[132],"broadly":[133],"adopted":[134],"higher":[136],"education":[137],"institutions.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
