{"id":"https://openalex.org/W2594067590","doi":"https://doi.org/10.1145/3027385.3027407","title":"Real-time learning analytics for C programming language courses","display_name":"Real-time learning analytics for C programming language courses","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2594067590","doi":"https://doi.org/10.1145/3027385.3027407","mag":"2594067590"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3027407","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027407","pdf_url":null,"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 &amp; Knowledge Conference","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/A5082902044","display_name":"Xinyu Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xinyu Fu","raw_affiliation_strings":["Kyushu University, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046057343","display_name":"Atsushi Shimada","orcid":"https://orcid.org/0000-0002-3635-9336"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Shimada","raw_affiliation_strings":["Kyushu University, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079543720","display_name":"Hiroaki Ogata","orcid":"https://orcid.org/0000-0001-5216-1576"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Ogata","raw_affiliation_strings":["Kyushu University, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071198649","display_name":"Yuta Taniguchi","orcid":"https://orcid.org/0000-0003-3298-8124"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuta Taniguchi","raw_affiliation_strings":["Kyushu University, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103115369","display_name":"Daiki Suehiro","orcid":"https://orcid.org/0000-0001-8901-9063"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daiki Suehiro","raw_affiliation_strings":["Kyushu University, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082902044"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":null,"apc_paid":null,"fwci":7.8045,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.97045814,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"280","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9962999820709229,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.949999988079071,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.7920924425125122},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.7561672925949097},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7206019759178162},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.6352009773254395},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5323346853256226},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.5074602961540222},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.46231991052627563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26818424463272095},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23635852336883545},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.22365215420722961},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14102530479431152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7920924425125122},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.7561672925949097},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7206019759178162},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.6352009773254395},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5323346853256226},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.5074602961540222},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.46231991052627563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26818424463272095},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23635852336883545},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.22365215420722961},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14102530479431152}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3027407","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027407","pdf_url":null,"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 &amp; Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1562906754","https://openalex.org/W1980080637","https://openalex.org/W1982868893","https://openalex.org/W1988777205","https://openalex.org/W1996001583","https://openalex.org/W2002337194","https://openalex.org/W2066998450","https://openalex.org/W2068883645","https://openalex.org/W2096192821","https://openalex.org/W2100125175","https://openalex.org/W2102243141","https://openalex.org/W2104916970","https://openalex.org/W2136391100","https://openalex.org/W2147070375","https://openalex.org/W2152787274","https://openalex.org/W2341834028","https://openalex.org/W2806493261","https://openalex.org/W2808664137","https://openalex.org/W2809875736","https://openalex.org/W2945161721"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4391160349","https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4225907471","https://openalex.org/W4312251268","https://openalex.org/W4321608238","https://openalex.org/W2113723816"],"abstract_inverted_index":{"Many":[0],"universities":[1],"choose":[2],"the":[3,9,34,56,75,80,96,128,133,137],"C":[4,59,182],"programming":[5,25],"language":[6],"(C)":[7],"as":[8],"first":[10],"one":[11],"they":[12],"teach":[13],"their":[14,19,169],"students,":[15],"early":[16],"on":[17,189],"in":[18,65,79,109,118,132,157,181],"program.":[20],"However,":[21],"students":[22,54,131,143],"often":[23,31],"consider":[24],"courses":[26,30,41],"difficult,":[27],"and":[28,60,70,105,135,160,183],"these":[29],"have":[32],"among":[33],"highest":[35],"dropout":[36],"rates":[37],"of":[38,58,82,99,107,130],"computer":[39],"science":[40],"offered.":[42],"It":[43,84],"is":[44,85],"therefore":[45],"critical":[46],"to":[47,52,89,95,126,177,191],"provide":[48],"more":[49],"effective":[50],"instruction":[51],"help":[53],"understand":[55],"syntax":[57,179],"prevent":[61],"them":[62],"losing":[63],"interest":[64],"programming.":[66],"In":[67],"addition,":[68],"homework":[69],"paper-based":[71],"exams":[72],"are":[73],"still":[74],"main":[76],"assessment":[77],"methods":[78],"majority":[81],"classrooms.":[83],"difficult":[86],"for":[87],"teachers":[88,150],"grasp":[90,153],"students'":[91,154],"learning":[92,106,124,155],"situation":[93,156],"due":[94],"large":[97],"amount":[98],"evaluation":[100],"work.":[101],"To":[102],"facilitate":[103],"teaching":[104],"C,":[108],"this":[110],"article":[111],"we":[112],"propose":[113],"a":[114,123],"system---LAPLE":[115],"(Learning":[116],"Analytics":[117],"Programming":[119],"Language":[120],"Education)---that":[121],"provides":[122],"dashboard":[125],"capture":[127],"behavior":[129],"classroom":[134],"identify":[136],"different":[138,142,146],"difficulties":[139],"faced":[140],"by":[141],"looking":[144],"at":[145],"knowledge.":[147],"With":[148],"LAPLE,":[149],"may":[151,174],"better":[152,161],"real":[158],"time":[159],"improve":[162],"educational":[163,187],"materials":[164,188],"using":[165],"analysis":[166],"results.":[167],"For":[168],"part,":[170],"novice":[171],"undergraduate":[172],"programmers":[173],"use":[175],"LAPLE":[176],"locate":[178],"errors":[180],"get":[184],"recommendations":[185],"from":[186],"how":[190],"fix":[192],"them.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}
