{"id":"https://openalex.org/W2082184191","doi":"https://doi.org/10.1109/vlhcc.2011.6070413","title":"Computing learning acquisition?","display_name":"Computing learning acquisition?","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2082184191","doi":"https://doi.org/10.1109/vlhcc.2011.6070413","mag":"2082184191"},"language":"en","primary_location":{"id":"doi:10.1109/vlhcc.2011.6070413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2011.6070413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","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/A5021453391","display_name":"Vicki Bennett","orcid":"https://orcid.org/0000-0003-4547-662X"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V. Bennett","raw_affiliation_strings":["Department of Communication, University of Colorado, Boulder, Boulder, CO, USA","Department of Communication, University of Colorado, Boulder, 80309, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication, University of Colorado, Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Department of Communication, University of Colorado, Boulder, 80309, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085106768","display_name":"KyuHan Koh","orcid":null},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"KyuHan Koh","raw_affiliation_strings":["Department of Communication, University of Colorado, Boulder, Boulder, CO, USA","Department of Computer Science, University of Colorado, Boulder, 80309, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication, University of Colorado, Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Department of Computer Science, University of Colorado, Boulder, 80309, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066668291","display_name":"Alexander Repenning","orcid":"https://orcid.org/0000-0002-2165-7533"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Repenning","raw_affiliation_strings":["Department of Communication, University of Colorado, Boulder, Boulder, CO, USA","Department of Computer Science, University of Colorado, Boulder, 80309, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication, University of Colorado, Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Department of Computer Science, University of Colorado, Boulder, 80309, USA","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1142,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8592728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9997000098228455,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9997000098228455,"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/T10731","display_name":"Educational Games and Gamification","score":0.9894000291824341,"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"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6713878512382507},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.6704860925674438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6349046230316162},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6286596655845642},{"id":"https://openalex.org/keywords/credence","display_name":"Credence","score":0.6160382032394409},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5309994220733643},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5059768557548523},{"id":"https://openalex.org/keywords/science-learning","display_name":"Science learning","score":0.4771782457828522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3674943745136261},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.2313985824584961},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22556716203689575},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1743910312652588},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12782022356987}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6713878512382507},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.6704860925674438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6349046230316162},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6286596655845642},{"id":"https://openalex.org/C2779513410","wikidata":"https://www.wikidata.org/wiki/Q25351567","display_name":"Credence","level":2,"score":0.6160382032394409},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5309994220733643},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5059768557548523},{"id":"https://openalex.org/C2984419406","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science learning","level":3,"score":0.4771782457828522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3674943745136261},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.2313985824584961},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22556716203689575},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1743910312652588},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12782022356987},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vlhcc.2011.6070413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2011.6070413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.303.81","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.303.81","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://scalablegamedesign.cs.colorado.edu/gamewiki/images/9/9a/Computing-Learning-Bennett.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8399999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W157666995","https://openalex.org/W1971200153","https://openalex.org/W2125689716"],"related_works":["https://openalex.org/W2324869209","https://openalex.org/W4250918561","https://openalex.org/W2304903823","https://openalex.org/W4236768710","https://openalex.org/W3036211183","https://openalex.org/W2212640847","https://openalex.org/W3020355059","https://openalex.org/W1983511718","https://openalex.org/W2561530205","https://openalex.org/W4391003033"],"abstract_inverted_index":{"How":[0],"can":[1],"learning":[2,47,103,116,153,184],"be":[3],"computed?":[4],"Curriculum,":[5],"using":[6],"visual":[7,217],"language":[8,218],"as":[9],"the":[10,33,41,58,74,81,86,120,127,161,172,179,197],"motivational":[11],"context":[12],"with":[13],"embedded":[14],"computer":[15,23,204,229],"science":[16,24,205,230],"content":[17],"was":[18,194],"utilized":[19],"in":[20,36,126,154,181,207],"one":[21],"college":[22,96,108,128],"class":[25,129],"and":[26,64,84,95],"two":[27,133],"middle":[28,92,100,113,208],"school":[29,93,101,114],"technology":[30],"classes.":[31],"From":[32],"data":[34],"collected":[35],"these":[37,138,167],"three":[38],"classes":[39],"over":[40],"course":[42],"of":[43,124,164,178,212,228],"a":[44,224,232],"semester,":[45],"associated":[46],"progressions":[48,104],"were":[49],"computed":[50],"from":[51],"several":[52],"computational":[53],"thinking":[54],"patterns.":[55],"By":[56],"comparing":[57],"results":[59,139,168],"(learning":[60],"progressions),":[61],"some":[62,65],"obvious":[63,68,76],"not":[66,147],"so":[67],"indications":[69,77],"emerged.":[70],"We":[71],"believe":[72],"that":[73,99,142,171],"more":[75,135,225],"give":[78],"credence":[79],"to":[80,202,215,222],"less":[82],"obvious,":[83],"hence":[85],"measurement":[87,144],"tool.":[88],"This":[89],"comparison":[90],"between":[91],"students":[94,97,110,125],"demonstrated":[98],"students'":[102,115],"are":[105],"slower":[106],"than":[107],"level":[109,122],"(obvious),":[111],"but":[112],"skill":[117],"scores":[118,123],"reached/surpassed":[119],"entry":[121],"after":[130],"designing":[131],"only":[132],"or":[134,186],"games.":[136],"Consequently,":[137],"tell":[140],"us":[141],"this":[143,158,165,182],"tool":[145,166,173],"although":[146],"validated":[148],"yet,":[149],"could":[150],"measure":[151,177],"accumulated":[152],"certain":[155],"contexts.":[156],"Although":[157],"is":[159,214],"just":[160],"first":[162],"\"outing\"":[163],"strongly":[169],"indicate":[170],"provides":[174],"an":[175],"accurate":[176],"concept,":[180],"case,":[183],"accumulation":[185],"transfer.":[187],"The":[188,210],"Scalable":[189],"Game":[190],"Design":[191],"(SGD)":[192],"project":[193],"funded":[195],"by":[196],"National":[198],"Science":[199],"Foundation":[200],"(NSF)":[201],"improve":[203],"interest":[206],"schools.":[209],"goal":[211],"SGD":[213],"use":[216],"programming":[219],"software":[220],"(Agentsheets)":[221],"introduce":[223],"positive":[226],"image":[227],"through":[231],"game":[233],"design":[234],"course.":[235]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
