{"id":"https://openalex.org/W4407681769","doi":"https://doi.org/10.1145/3641555.3705188","title":"From Typing to Insights: An Interactive Code Visualization for Enhanced Student Support Using Keystroke Data","display_name":"From Typing to Insights: An Interactive Code Visualization for Enhanced Student Support Using Keystroke Data","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W4407681769","doi":"https://doi.org/10.1145/3641555.3705188"},"language":"en","primary_location":{"id":"doi:10.1145/3641555.3705188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641555.3705188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"},"type":"conference-paper","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/A5104325108","display_name":"Friday James","orcid":"https://orcid.org/0009-0002-1659-2402"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Friday E. James","raw_affiliation_strings":["Department of Computer Science, Kansas State University, Manhattan, KS, USA"],"raw_orcid":"https://orcid.org/0009-0002-1659-2402","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089935483","display_name":"Russell Feldhausen","orcid":"https://orcid.org/0000-0001-7236-3933"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russell Feldhausen","raw_affiliation_strings":["Department of Computer Science, Kansas State University, Manhattan, KS, USA"],"raw_orcid":"https://orcid.org/0000-0001-7236-3933","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063251621","display_name":"Nathan Bean","orcid":"https://orcid.org/0000-0002-1970-1427"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan H. Bean","raw_affiliation_strings":["Department of Computer Science, Kansas State University, Manhattan, KS, USA"],"raw_orcid":"https://orcid.org/0000-0002-1970-1427","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075119979","display_name":"Joshua Weese","orcid":"https://orcid.org/0000-0002-9958-3597"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh Weese","raw_affiliation_strings":["Department of Computer Science, Kansas State University, Manhattan, KS, USA"],"raw_orcid":"https://orcid.org/0000-0002-9958-3597","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051333953","display_name":"David S. Allen","orcid":"https://orcid.org/0000-0002-1961-2344"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David S. Allen","raw_affiliation_strings":["Department of Curriculum and Instruction, Kansas State University, Manhattan, KS, USA"],"raw_orcid":"https://orcid.org/0000-0002-1961-2344","affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082811720","display_name":"Michelle Friend","orcid":"https://orcid.org/0000-0002-2020-6079"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Friend","raw_affiliation_strings":["Department of Teacher Education, University of Nebraska Omaha, Omaha, NE, USA"],"raw_orcid":"https://orcid.org/0000-0002-2020-6079","affiliations":[{"raw_affiliation_string":"Department of Teacher Education, University of Nebraska Omaha, Omaha, NE, USA","institution_ids":["https://openalex.org/I122266389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6039,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93674699,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1493","last_page":"1494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12481","display_name":"Digital Accessibility for Disabilities","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12481","display_name":"Digital Accessibility for Disabilities","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"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/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/keystroke-logging","display_name":"Keystroke logging","score":0.8201919794082642},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8125417232513428},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6364170908927917},{"id":"https://openalex.org/keywords/typing","display_name":"Typing","score":0.5990391969680786},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5691633820533752},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49830007553100586},{"id":"https://openalex.org/keywords/keystroke-dynamics","display_name":"Keystroke dynamics","score":0.45284759998321533},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.4220733046531677},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3558114171028137},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3222295343875885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1847926676273346},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15095824003219604},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.06669148802757263}],"concepts":[{"id":"https://openalex.org/C161615301","wikidata":"https://www.wikidata.org/wiki/Q309396","display_name":"Keystroke logging","level":2,"score":0.8201919794082642},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8125417232513428},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6364170908927917},{"id":"https://openalex.org/C2781209916","wikidata":"https://www.wikidata.org/wiki/Q3215756","display_name":"Typing","level":2,"score":0.5990391969680786},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5691633820533752},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49830007553100586},{"id":"https://openalex.org/C79540074","wikidata":"https://www.wikidata.org/wiki/Q3269465","display_name":"Keystroke dynamics","level":4,"score":0.45284759998321533},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.4220733046531677},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3558114171028137},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3222295343875885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1847926676273346},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15095824003219604},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.06669148802757263},{"id":"https://openalex.org/C4957475","wikidata":"https://www.wikidata.org/wiki/Q242186","display_name":"S/KEY","level":3,"score":0.0},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641555.3705188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641555.3705188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2086833104","https://openalex.org/W2143959207","https://openalex.org/W2149723127","https://openalex.org/W2529553635","https://openalex.org/W2985914536","https://openalex.org/W4400896708"],"related_works":["https://openalex.org/W2155670618","https://openalex.org/W2052279280","https://openalex.org/W2159333170","https://openalex.org/W2031617473","https://openalex.org/W4244802227","https://openalex.org/W1573560902","https://openalex.org/W4224061638","https://openalex.org/W2906096565","https://openalex.org/W2888741745","https://openalex.org/W3169822312"],"abstract_inverted_index":{"The":[0,141,185],"continuous":[1],"rising":[2],"of":[3,16,36,160,181],"digital":[4],"learning":[5,21,100,120,192],"platforms":[6],"has":[7],"unarguably":[8],"brought":[9],"about":[10],"a":[11,25,158,178,189],"surge":[12],"in":[13,84],"the":[14,98,174],"amount":[15],"data":[17,108],"obtained":[18,109],"from":[19,110],"different":[20],"environments,":[22],"which":[23,167],"presents":[24],"great":[26],"opportunity":[27],"for":[28,43],"computer":[29],"science":[30],"teachers":[31,48],"to":[32,132,171],"gain":[33,50],"an":[34,134,144,164,169],"understanding":[35],"students'":[37,53,99,106,148,182,197],"coding":[38,183],"processes.":[39,184],"This":[40],"is":[41,102],"vital":[42],"enhancing":[44],"student":[45],"support":[46],"as":[47,73,97],"can":[49],"insights":[51],"into":[52],"thought":[54],"process,":[55],"strategies":[56],"and":[57,86,94,112,126,163,176,194],"identify":[58],"areas":[59],"where":[60],"students":[61],"might":[62],"be":[63],"struggling":[64],"while":[65],"tackling":[66],"programming":[67,115,129],"tasks.":[68],"Traditional":[69],"assessment":[70],"methods":[71],"such":[72],"feedback":[74],"after":[75],"homework":[76],"submissions":[77],"or":[78],"completed":[79],"lab":[80],"assignments":[81,130],"often":[82],"results":[83],"late":[85],"untimely":[87],"intervention":[88,186],"that":[89,146],"would":[90],"prevent":[91],"early":[92],"dropouts":[93],"massive":[95],"failures":[96],"journey":[101],"neglected.":[103],"We":[104],"leverage":[105],"keystroke":[107],"Python":[111],"Java-based":[113],"introductory":[114],"courses":[116],"delivered":[117],"through":[118,173],"CODIO":[119],"platform":[121,138],"-":[122],"covering":[123],"3":[124],"semesters":[125],"having":[127],"13":[128],"each,":[131],"design":[133],"interactive":[135],"code":[136,149],"visualization":[137],"using":[139],"Streamlit.":[140],"application":[142],"features":[143],"interface":[145],"reproduces":[147],"snippets":[150],"with":[151],"JavaScript":[152],"enabled":[153],"syntax":[154],"highlighting.":[155],"It":[156],"includes":[157],"combination":[159],"dropdown":[161],"menu":[162],"adjustable":[165],"slider":[166],"enables":[168],"instructor":[170],"navigate":[172],"timestamps":[175],"have":[177],"detailed":[179],"view":[180],"ultimately":[187],"fosters":[188],"more":[190],"supportive":[191],"environment":[193],"helps":[195],"boost":[196],"confidence.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
