{"id":"https://openalex.org/W2010947329","doi":"https://doi.org/10.1145/1227310.1227366","title":"Algorithm visualization","display_name":"Algorithm visualization","publication_year":2007,"publication_date":"2007-03-07","ids":{"openalex":"https://openalex.org/W2010947329","doi":"https://doi.org/10.1145/1227310.1227366","mag":"2010947329"},"language":"en","primary_location":{"id":"doi:10.1145/1227310.1227366","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1227310.1227366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th SIGCSE 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","Virginia Tech , Blacksburg, VA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech , Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103146107","display_name":"Matthew L. Cooper","orcid":"https://orcid.org/0000-0001-5430-7962"},"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":"Matthew Cooper","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA","Virginia Tech , Blacksburg, VA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech , Blacksburg, VA","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","Virginia Tech , Blacksburg, VA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech , Blacksburg, VA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012542741"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":17.3267,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.9919598,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9986000061035156,"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":0.9986000061035156,"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":0.996999979019165,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/visualization","display_name":"Visualization","score":0.8692041039466858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.824985146522522},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6128408908843994},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5276005864143372},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47065913677215576},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.46912264823913574},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4674326777458191},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4540068805217743},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4428884983062744},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2908892035484314}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8692041039466858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.824985146522522},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6128408908843994},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5276005864143372},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47065913677215576},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.46912264823913574},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4674326777458191},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4540068805217743},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4428884983062744},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2908892035484314},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1227310.1227366","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1227310.1227366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 38th SIGCSE technical symposium on Computer science education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W5352279","https://openalex.org/W2028868392","https://openalex.org/W2051629332","https://openalex.org/W2071443070","https://openalex.org/W2111392480","https://openalex.org/W2117258259","https://openalex.org/W2121712111","https://openalex.org/W2139279451","https://openalex.org/W2164130197","https://openalex.org/W2341630371","https://openalex.org/W4230237497"],"related_works":["https://openalex.org/W2105200106","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W1938514595","https://openalex.org/W2579659702","https://openalex.org/W2147893003","https://openalex.org/W2520625499","https://openalex.org/W4312790984"],"abstract_inverted_index":{"We":[0,25,55],"present":[1],"our":[2],"findings":[3],"on":[4,14,74],"the":[5,8,44,68,98,121],"state":[6],"of":[7,10,19,23,47,70,94,115,126,130],"field":[9,122],"algorithm":[11,40,65,75,91,116],"visualization,":[12],"based":[13],"extensive":[15],"search":[16],"and":[17,42,50,78,83,97,139],"analysis":[18],"links":[20],"to":[21,27],"hundreds":[22],"visualizations.":[24,147],"seek":[26],"answer":[28],"questions":[29],"such":[30],"as":[31],"how":[32,51],"content":[33,99],"is":[34,101,137],"distributed":[35],"among":[36],"topics,":[37],"who":[38],"created":[39],"visualizations":[41,52,92,117],"when,":[43],"overall":[45],"quality":[46],"available":[48],"visualizations,":[49,66],"are":[53,93,108],"disseminated.":[54],"have":[56],"built":[57],"a":[58],"wiki":[59],"that":[60,88],"currently":[61,118],"catalogs":[62],"over":[63],"350":[64],"contains":[67],"beginnings":[69],"an":[71],"annotated":[72],"bibliography":[73],"visualization":[76],"literature,":[77],"provides":[79],"information":[80],"about":[81,135],"researchers":[82],"projects.":[84],"Unfortunately,":[85],"we":[86],"found":[87],"most":[89],"existing":[90],"low":[95],"quality,":[96],"coverage":[100],"skewed":[102],"heavily":[103],"toward":[104],"easier":[105],"topics.":[106],"There":[107],"no":[109],"effective":[110],"repositories":[111],"or":[112],"organized":[113],"collections":[114],"available.":[119],"Thus,":[120],"appears":[123],"in":[124,128],"need":[125],"improvement":[127],"dissemination":[129],"materials,":[131],"informing":[132],"potential":[133],"developers":[134],"what":[136],"needed,":[138],"propagating":[140],"known":[141],"best":[142],"practices":[143],"for":[144],"creating":[145],"new":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
