{"id":"https://openalex.org/W2134315776","doi":"https://doi.org/10.1145/1953163.1953204","title":"Getting algorithm visualizations into the classroom","display_name":"Getting algorithm visualizations into the classroom","publication_year":2011,"publication_date":"2011-03-09","ids":{"openalex":"https://openalex.org/W2134315776","doi":"https://doi.org/10.1145/1953163.1953204","mag":"2134315776"},"language":"en","primary_location":{"id":"doi:10.1145/1953163.1953204","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1953163.1953204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 42nd ACM technical symposium on Computer science education","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/A5012542741","display_name":"Clifford A. Shaffer","orcid":"https://orcid.org/0000-0003-0001-0295"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Clifford A. Shaffer","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056726740","display_name":"Monika Akbar","orcid":"https://orcid.org/0000-0002-9402-5799"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monika Akbar","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080785287","display_name":"Alexander Joel D. Alon","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Joel D. Alon","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021923143","display_name":"Michael Stewart","orcid":"https://orcid.org/0000-0002-8833-7833"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Stewart","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076981879","display_name":"Stephen H. Edwards","orcid":"https://orcid.org/0000-0002-5162-9314"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen H. Edwards","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA","Virginia Tech, , Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, , Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012542741"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":7.817,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97160731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"129","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.996399998664856,"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":0.996399998664856,"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/T10260","display_name":"Software Engineering Research","score":0.9876999855041504,"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/T10731","display_name":"Educational Games and Gamification","score":0.9868000149726868,"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/computer-science","display_name":"Computer science","score":0.7592670917510986},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6585524082183838},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.502328634262085},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.4357948303222656},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4352211356163025},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4086281657218933},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3393406271934509},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3376721739768982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12637436389923096}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592670917510986},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6585524082183838},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.502328634262085},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.4357948303222656},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4352211356163025},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4086281657218933},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3393406271934509},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3376721739768982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12637436389923096},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1953163.1953204","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1953163.1953204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 42nd ACM technical symposium on Computer science education","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.221.3823","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.3823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.vt.edu/%7Eshaffer/Papers/ShafferSIGCSE11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8700000047683716}],"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":18,"referenced_works":["https://openalex.org/W1582810113","https://openalex.org/W1640662645","https://openalex.org/W1966370548","https://openalex.org/W1969893202","https://openalex.org/W1972274421","https://openalex.org/W2036388006","https://openalex.org/W2043058450","https://openalex.org/W2109091500","https://openalex.org/W2126016176","https://openalex.org/W2131952030","https://openalex.org/W2138231095","https://openalex.org/W2150712164","https://openalex.org/W2150930945","https://openalex.org/W2161560178","https://openalex.org/W2622294363","https://openalex.org/W4239547793","https://openalex.org/W4245927651","https://openalex.org/W4252929147"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2081517010","https://openalex.org/W2121496884","https://openalex.org/W2387910809","https://openalex.org/W2294221496"],"abstract_inverted_index":{"Algorithm":[0],"visualizations":[1],"(AVs)":[2],"are":[3],"widely":[4],"viewed":[5],"as":[6],"having":[7],"the":[8,16,29,51,76,117,132,154],"potential":[9],"for":[10,86,89],"improving":[11],"computer":[12],"science":[13],"education.":[14],"However,":[15],"rate":[17],"of":[18,39,48,73,121,144,157],"AV":[19,158],"use":[20,34,47],"and":[21,71,129,142,160],"overall":[22],"impact":[23],"on":[24,59,75,110,116,135],"education":[25],"does":[26],"not":[27],"match":[28],"positive":[30],"interest":[31],"in":[32,50,55,63],"their":[33],"that":[35,43,108],"instructors":[36],"report.":[37],"Surveys":[38],"CS":[40],"faculty":[41],"show":[42],"impediments":[44],"to":[45,66,79,91,99,126],"successful":[46],"AVs":[49,58,65],"classroom":[52,69],"include":[53],"difficulties":[54,62],"finding":[56],"quality":[57],"desired":[60],"topics,":[61],"adapting":[64],"a":[67,84,111,127],"given":[68],"setting,":[70],"lack":[72],"knowledge":[74],"best":[77],"way":[78],"deploy":[80],"AVs.":[81],"This":[82],"indicates":[83],"need":[85],"better":[87,152],"support":[88,102],"instructors,":[90],"get":[92],"them":[93],"past":[94],"these":[95],"barriers.":[96],"We":[97],"seek":[98],"provide":[100],"this":[101],"through":[103,138],"an":[104],"online":[105],"educational":[106],"community":[107,149],"relies":[109],"new":[112],"model":[113],"based":[114],"less":[115],"\"digital":[118],"library\"":[119],"approach":[120],"information":[122],"gained":[123],"by":[124],"going":[125],"site":[128],"searching.":[130],"Instead,":[131],"focus":[133,153],"is":[134],"community-added":[136],"content":[137,145],"members'":[139],"discussions,":[140],"reviews,":[141],"ratings":[143],"items.":[146],"The":[147],"AlgoViz":[148],"effort":[150],"will":[151],"future":[155],"direction":[156],"development":[159],"use.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
