{"id":"https://openalex.org/W2594164971","doi":"https://doi.org/10.1145/3027385.3029472","title":"Supporting learning analytics in computing education","display_name":"Supporting learning analytics in computing education","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2594164971","doi":"https://doi.org/10.1145/3027385.3029472","mag":"2594164971"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3029472","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3027385.3029472","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3029472&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3029472&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","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":"Daniel M. Olivares","raw_affiliation_strings":["Washington State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington State University","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"last","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":"Christopher D. Hundhausen","raw_affiliation_strings":["Washington State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington State University","institution_ids":["https://openalex.org/I72951846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I72951846"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"584","last_page":"585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9975000023841858,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.8396590948104858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8015962839126587},{"id":"https://openalex.org/keywords/attrition","display_name":"Attrition","score":0.4921724200248718},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4799007177352905},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4471130073070526},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44154250621795654},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4276728630065918},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.4205380082130432},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37712258100509644},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3615978956222534},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3117719888687134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21559077501296997},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08614853024482727}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.8396590948104858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8015962839126587},{"id":"https://openalex.org/C2780553607","wikidata":"https://www.wikidata.org/wiki/Q684868","display_name":"Attrition","level":2,"score":0.4921724200248718},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4799007177352905},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4471130073070526},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44154250621795654},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4276728630065918},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.4205380082130432},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37712258100509644},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3615978956222534},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3117719888687134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21559077501296997},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08614853024482727},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3029472","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3027385.3029472","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3029472&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3027385.3029472","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3027385.3029472","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3029472&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics & Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8100000023841858,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2886294524","display_name":"EXP: Exploring Social Programming Environments in Early Computing Courses","funder_award_id":"1321045","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2594164971.pdf","grobid_xml":"https://content.openalex.org/works/W2594164971.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1970459197","https://openalex.org/W2018660794","https://openalex.org/W2023735971","https://openalex.org/W2032365340","https://openalex.org/W2036955327","https://openalex.org/W2054122003","https://openalex.org/W2057833160","https://openalex.org/W2508578407"],"related_works":["https://openalex.org/W2912668742","https://openalex.org/W3133135863","https://openalex.org/W4253709724","https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2995766734","https://openalex.org/W2804624249"],"abstract_inverted_index":{"As":[0],"is":[1,20],"the":[2,34,98,121],"case":[3],"for":[4,120],"many":[5],"undergraduate":[6],"STEM":[7],"degree":[8,11],"programs,":[9],"computing":[10,25,54],"programs":[12],"are":[13,40,132],"plagued":[14],"by":[15],"high":[16],"attrition":[17],"rates.":[18],"This":[19],"especially":[21],"true":[22],"in":[23,27,33,50,59,162],"early":[24],"courses,":[26],"which":[28],"failure":[29],"and":[30,86,105,123,142,151,170],"drop-out":[31],"rates":[32],"35":[35],"to":[36,64,71,76,96,135,145,164,167],"50":[37],"percent":[38],"range":[39],"common.":[41],"By":[42],"collecting":[43],"learning":[44,84,141,149,160,173],"process":[45,104],"data":[46,107,144,161],"as":[47,108],"students":[48],"engage":[49],"computer":[51,93],"programming":[52,94,103,112],"assignments,":[53,113],"educators":[55],"can":[56],"place":[57],"themselves":[58],"a":[60,83,92],"position":[61],"not":[62],"only":[63],"better":[65,72],"understand":[66],"students'":[67,77],"struggles,":[68],"but":[69],"also":[70,115],"tailor":[73],"instructional":[74],"interventions":[75],"needs.":[78],"We":[79],"have":[80],"developed":[81],"OSBLE+,":[82],"management":[85],"analytics":[87],"environment":[88,95,119],"that":[89],"interfaces":[90],"with":[91,155],"support":[97],"automatic":[99],"collection":[100],"of":[101,125,158],"learners'":[102],"social":[106,143],"they":[109],"work":[110],"on":[111,169],"while":[114],"providing":[116],"an":[117],"interactive":[118],"analysis":[122],"visualization":[124],"those":[126],"data.":[127],"In":[128],"ongoing":[129],"work,":[130],"we":[131],"using":[133],"OSBLE+":[134],"explore":[136],"two":[137],"possibilities:":[138],"(a)":[139],"leveraging":[140],"strategically":[146],"deliver":[147],"automated":[148],"interventions,":[150],"(b)":[152],"presenting":[153],"learners":[154],"visual":[156],"representations":[157],"their":[159,172],"order":[163],"prompt":[165],"them":[166],"reflect":[168],"discuss":[171],"processes.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}