{"id":"https://openalex.org/W2753916483","doi":"https://doi.org/10.1145/3105759","title":"IDE-Based Learning Analytics for Computing Education","display_name":"IDE-Based Learning Analytics for Computing Education","publication_year":2017,"publication_date":"2017-08-28","ids":{"openalex":"https://openalex.org/W2753916483","doi":"https://doi.org/10.1145/3105759","mag":"2753916483"},"language":"en","primary_location":{"id":"doi:10.1145/3105759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3105759","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","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/A5008723826","display_name":"Christopher Hundhausen","orcid":"https://orcid.org/0000-0001-5128-905X"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. D. Hundhausen","raw_affiliation_strings":["Washington State University, Pullman, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington State University, Pullman, WA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073035728","display_name":"Daniel Olivares","orcid":"https://orcid.org/0000-0003-2408-6366"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. M. Olivares","raw_affiliation_strings":["Washington State University, Pullman, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington State University, Pullman, WA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041322964","display_name":"A. S. Carter","orcid":null},"institutions":[{"id":"https://openalex.org/I192389796","display_name":"Cal Poly Humboldt","ror":"https://ror.org/02qt0xs84","country_code":"US","type":"education","lineage":["https://openalex.org/I192389796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. S. Carter","raw_affiliation_strings":["Humboldt State University, Arcata, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Humboldt State University, Arcata, CA","institution_ids":["https://openalex.org/I192389796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3827,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.96418607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"3","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9926999807357788,"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":0.9876000285148621,"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/learning-analytics","display_name":"Learning analytics","score":0.7907066345214844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7713626623153687},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5585296750068665},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4937504231929779},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46869850158691406},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.45645707845687866},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4099581241607666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3648504912853241},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32006019353866577},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.16109919548034668},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09110847115516663}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7907066345214844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7713626623153687},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5585296750068665},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4937504231929779},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46869850158691406},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.45645707845687866},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4099581241607666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3648504912853241},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32006019353866577},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.16109919548034668},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09110847115516663},{"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:10.1145/3105759","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3105759","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5674704718","display_name":null,"funder_award_id":"IIS-1321045","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W10691747","https://openalex.org/W148476366","https://openalex.org/W164716849","https://openalex.org/W643967429","https://openalex.org/W1530366124","https://openalex.org/W1554919098","https://openalex.org/W1562208008","https://openalex.org/W1702105379","https://openalex.org/W1783014372","https://openalex.org/W1893541178","https://openalex.org/W1965573140","https://openalex.org/W1969138016","https://openalex.org/W1970098188","https://openalex.org/W1974680349","https://openalex.org/W1975665666","https://openalex.org/W1978909963","https://openalex.org/W1978941942","https://openalex.org/W1985037427","https://openalex.org/W1988180953","https://openalex.org/W1989448046","https://openalex.org/W1999331443","https://openalex.org/W2023164354","https://openalex.org/W2023735971","https://openalex.org/W2028868392","https://openalex.org/W2031088850","https://openalex.org/W2032365340","https://openalex.org/W2036955327","https://openalex.org/W2039113359","https://openalex.org/W2041597138","https://openalex.org/W2044490101","https://openalex.org/W2045193582","https://openalex.org/W2046036800","https://openalex.org/W2050390685","https://openalex.org/W2057341850","https://openalex.org/W2057833160","https://openalex.org/W2069117635","https://openalex.org/W2073375062","https://openalex.org/W2075330868","https://openalex.org/W2077361439","https://openalex.org/W2077539104","https://openalex.org/W2079811725","https://openalex.org/W2082575004","https://openalex.org/W2084297718","https://openalex.org/W2089010774","https://openalex.org/W2090960371","https://openalex.org/W2096036274","https://openalex.org/W2097934799","https://openalex.org/W2100120627","https://openalex.org/W2100826189","https://openalex.org/W2116199508","https://openalex.org/W2117655204","https://openalex.org/W2120411502","https://openalex.org/W2126460775","https://openalex.org/W2126563634","https://openalex.org/W2136289626","https://openalex.org/W2154768495","https://openalex.org/W2160054292","https://openalex.org/W2161052636","https://openalex.org/W2164599981","https://openalex.org/W2165771205","https://openalex.org/W2212220145","https://openalex.org/W2264893711","https://openalex.org/W2271617365","https://openalex.org/W2333057202","https://openalex.org/W2347600846","https://openalex.org/W2400159211","https://openalex.org/W2400505785","https://openalex.org/W2405971678","https://openalex.org/W2465684847","https://openalex.org/W2489865376","https://openalex.org/W2508578407","https://openalex.org/W2613049552","https://openalex.org/W3214923421","https://openalex.org/W4205609490","https://openalex.org/W4206751329","https://openalex.org/W4236468203","https://openalex.org/W4239860713","https://openalex.org/W4245961435","https://openalex.org/W4361835045"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623","https://openalex.org/W4292348877"],"abstract_inverted_index":{"In":[0,49,141],"recent":[1],"years,":[2],"learning":[3,14,26,34,57,100,115,124,138,203,224],"process":[4,35,58,116,158],"data":[5,36,59,156],"have":[6],"become":[7],"increasingly":[8],"easy":[9],"to":[10,19,39,44,55,86,103,113,119,143],"collect":[11,56,114],"through":[12,61],"computer-based":[13],"environments.":[15],"This":[16],"has":[17],"led":[18],"increased":[20],"interest":[21],"in":[22,37,122],"the":[23,52,80,123,145],"field":[24],"of":[25,73,83,109,136,148],"analytics":[27,139,157],",":[28],"which":[29],"is":[30,60,85],"concerned":[31],"with":[32,160],"leveraging":[33],"order":[38,142],"better":[40],"understand,":[41],"and":[42,47,118,173,186,205],"ultimately":[43],"improve,":[45],"teaching":[46],"learning.":[48,106],"computing":[50,67,132,189],"education,":[51],"logical":[53],"place":[54],"integrated":[62],"development":[63],"environments":[64],"(IDEs),":[65],"where":[66],"students":[68],"typically":[69],"spend":[70],"large":[71],"amounts":[72],"time":[74],"working":[75],"on":[76,195,212],"programming":[77],"assignments.":[78],"While":[79],"primary":[81,162],"purpose":[82],"IDEs":[84,111],"support":[87],"computer":[88],"programming,":[89],"they":[90],"might":[91],"also":[92],"be":[93],"used":[94],"as":[95],"a":[96,217],"mechanism":[97],"for":[98,131,209,219],"delivering":[99],"interventions":[101],"designed":[102],"enhance":[104],"student":[105],"The":[107],"possibility":[108],"using":[110],"both":[112],"data,":[117,166,169],"strategically":[120],"intervene":[121],"process,":[125],"suggests":[126],"an":[127,154],"exciting":[128],"design":[129,150,184],"space":[130],"education":[133,190],"research:":[134],"that":[135],"IDE-based":[137,155,223],".":[140,177],"facilitate":[144],"systematic":[146],"exploration":[147],"this":[149],"space,":[151],"we":[152,181,199,215],"present":[153,216],"model":[159],"four":[161,201],"activities:":[163],"(1)":[164],"Collect":[165],"(2)":[167],"Analyze":[168],"(3)":[170],"Design":[171],"intervention,":[172],"(4)":[174],"Deliver":[175],"intervention":[176],"For":[178],"each":[179],"activity,":[180],"identify":[182],"key":[183],"dimensions":[185],"review":[187],"relevant":[188,202],"literature.":[191],"To":[192],"provide":[193],"guidance":[194],"designing":[196],"effective":[197],"interventions,":[198],"describe":[200],"theories,":[204],"consider":[206],"their":[207],"implications":[208],"design.":[210],"Based":[211],"our":[213],"review,":[214],"call-to-action":[218],"future":[220],"research":[221],"into":[222],"analytics.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}