{"id":"https://openalex.org/W6887969218","doi":"https://doi.org/10.18420/delfi2024_16","title":"Enhanced Program Comprehension: Individualized Learning of Code Tracing with the Feedback Buddy","display_name":"Enhanced Program Comprehension: Individualized Learning of Code Tracing with the Feedback Buddy","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6887969218","doi":"https://doi.org/10.18420/delfi2024_16"},"language":"en","primary_location":{"id":"doi:10.18420/delfi2024_16","is_oa":true,"landing_page_url":"https://doi.org/10.18420/delfi2024_16","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/delfi2024_16","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Koch, Nadine Nicole","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Koch, Nadine Nicole","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kapfenstein, Ann-Kathrin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kapfenstein, Ann-Kathrin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Mei\u00dfner, Niklas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mei\u00dfner, Niklas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Wirzberger, Maria","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wirzberger, Maria","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32801544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.3644999861717224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.3644999861717224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14347","display_name":"Big Data and Digital Economy","score":0.0272000003606081,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.02250000089406967,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.6226999759674072},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6180999875068665},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.586899995803833},{"id":"https://openalex.org/keywords/mindset","display_name":"Mindset","score":0.5655999779701233},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.41920000314712524},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4020000100135803},{"id":"https://openalex.org/keywords/program-code","display_name":"Program code","score":0.3483999967575073},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.34380000829696655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7552000284194946},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.6226999759674072},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6180999875068665},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.586899995803833},{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.5655999779701233},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4399000108242035},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.41920000314712524},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4113999903202057},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4020000100135803},{"id":"https://openalex.org/C2988963302","wikidata":"https://www.wikidata.org/wiki/Q629206","display_name":"Program code","level":2,"score":0.3483999967575073},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.34380000829696655},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.3100999891757965},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.3089999854564667},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3027999997138977},{"id":"https://openalex.org/C42058189","wikidata":"https://www.wikidata.org/wiki/Q7160400","display_name":"Peer feedback","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C133281099","wikidata":"https://www.wikidata.org/wiki/Q1783023","display_name":"Constructivism (international relations)","level":4,"score":0.28940001130104065},{"id":"https://openalex.org/C33857546","wikidata":"https://www.wikidata.org/wiki/Q80006","display_name":"Computer programming","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C188688815","wikidata":"https://www.wikidata.org/wiki/Q7205541","display_name":"Pluralistic walkthrough","level":3,"score":0.27160000801086426},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C2909807104","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer-Assisted Instruction","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2574000060558319}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/delfi2024_16","is_oa":true,"landing_page_url":"https://doi.org/10.18420/delfi2024_16","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/delfi2024_16","is_oa":true,"landing_page_url":"https://doi.org/10.18420/delfi2024_16","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8501822352409363}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"increasing":[1],"importance":[2],"of":[3,12,51,93,141],"programming":[4,26],"skills":[5,18],"for":[6,16,89],"various":[7],"professions":[8],"highlights":[9],"the":[10,31,39,43,48,69,80,99,137,142],"necessity":[11],"laying":[13],"solid":[14],"foundations":[15],"these":[17],"in":[19,54,145],"school.":[20],"One":[21],"critical":[22],"step":[23],"when":[24,42],"learning":[25,71,76],"is":[27,45,59],"code":[28,36,44],"tracing,":[29],"i.e.,":[30],"ability":[32],"to":[33,37,61],"analyze":[34],"program":[35],"predict":[38],"data":[40],"changes":[41],"executed.":[46],"Considering":[47],"diverse":[49],"levels":[50],"prior":[52],"knowledge":[53],"computer":[55],"science":[56],"classes,":[57],"it":[58],"essential":[60],"implement":[62],"tailored":[63],"teaching":[64],"approaches,":[65],"which":[66],"can":[67],"enhance":[68],"respective":[70],"outcomes.":[72],"To":[73],"create":[74],"personalized":[75],"paths,":[77],"we":[78],"developed":[79],"tutoring":[81],"system":[82],"Feedback":[83,100,143],"Buddy":[84,101,144],"that":[85],"teaches":[86],"if-else":[87],"branches,":[88],"loops,":[90],"and":[91,105,113,125,139],"combinations":[92],"them":[94],"using":[95],"tracing":[96],"tables.":[97],"Thereby,":[98],"adapts":[102],"its":[103],"feedback":[104],"task":[106],"difficulty":[107],"based":[108],"on":[109,122],"learners\u2019":[110],"affective,":[111],"cognitive,":[112],"metacognitive":[114],"states.":[115],"Extending":[116],"former":[117],"systems,":[118],"our":[119],"approach":[120],"focuses":[121],"school":[123,147],"education":[124],"uses":[126],"\ud835\udc61h":[127],"growth":[128],"mindset":[129],"feedback.":[130],"Evaluation":[131],"with":[132],"10":[133],"positive":[134],"results,":[135],"affirming":[136],"usability":[138],"usefullness":[140],"secondary":[146],"education.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
