{"id":"https://openalex.org/W2120305669","doi":"https://doi.org/10.1145/2676723.2677301","title":"The Effectiveness of Visualization for Learning Expression Evaluation","display_name":"The Effectiveness of Visualization for Learning Expression Evaluation","publication_year":2015,"publication_date":"2015-02-24","ids":{"openalex":"https://openalex.org/W2120305669","doi":"https://doi.org/10.1145/2676723.2677301","mag":"2120305669"},"language":"en","primary_location":{"id":"doi:10.1145/2676723.2677301","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2676723.2677301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th 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/A5090188442","display_name":"Amruth N. Kumar","orcid":"https://orcid.org/0000-0002-1951-3995"},"institutions":[{"id":"https://openalex.org/I64281891","display_name":"College of New Jersey","ror":"https://ror.org/02nx5r318","country_code":"US","type":"education","lineage":["https://openalex.org/I64281891"]},{"id":"https://openalex.org/I171851574","display_name":"Ramapo College","ror":"https://ror.org/03s2x9d90","country_code":"US","type":"education","lineage":["https://openalex.org/I171851574"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amruth N. Kumar","raw_affiliation_strings":["Ramapo College of New Jersey, Mahwah, NJ, USA","Ramapo College of New Jersey , Mahwah, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Ramapo College of New Jersey, Mahwah, NJ, USA","institution_ids":["https://openalex.org/I171851574","https://openalex.org/I64281891"]},{"raw_affiliation_string":"Ramapo College of New Jersey , Mahwah, NJ, USA","institution_ids":["https://openalex.org/I171851574","https://openalex.org/I64281891"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5090188442"],"corresponding_institution_ids":["https://openalex.org/I171851574","https://openalex.org/I64281891"],"apc_list":null,"apc_paid":null,"fwci":3.5197,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93234405,"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":"362","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9998000264167786,"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":0.9998000264167786,"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/T12515","display_name":"Gender and Technology in Education","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9817000031471252,"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/tutor","display_name":"TUTOR","score":0.9261443614959717},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8793798685073853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5966865420341492},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5445724725723267},{"id":"https://openalex.org/keywords/significant-difference","display_name":"Significant difference","score":0.5191449522972107},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46263450384140015},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.44972893595695496},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4195854663848877},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.41490650177001953},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36614763736724854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2966803312301636},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2827538251876831},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14111566543579102},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13512638211250305}],"concepts":[{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.9261443614959717},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8793798685073853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5966865420341492},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5445724725723267},{"id":"https://openalex.org/C3018023364","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Significant difference","level":2,"score":0.5191449522972107},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46263450384140015},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.44972893595695496},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4195854663848877},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.41490650177001953},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36614763736724854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2966803312301636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2827538251876831},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14111566543579102},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13512638211250305},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2676723.2677301","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2676723.2677301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G7548917646","display_name":null,"funder_award_id":"DUE-0817187, DUE-1432190","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1483155202","https://openalex.org/W1984361995","https://openalex.org/W2004407194","https://openalex.org/W2024808076","https://openalex.org/W2028868392","https://openalex.org/W2127907816","https://openalex.org/W2132153728","https://openalex.org/W2150930945","https://openalex.org/W2167759247","https://openalex.org/W2208244253","https://openalex.org/W4210801915","https://openalex.org/W4229712533","https://openalex.org/W4245969237"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"A":[0],"controlled":[1],"study":[2],"was":[3,26,40,86,143],"conducted":[4,41,144],"to":[5,70],"evaluate":[6],"the":[7,37,60,64,97,103,115,137,141,154,157],"effectiveness":[8],"of":[9,14,36,62,66,99,136,152,163],"providing":[10],"visualization":[11,50,56,67,74],"as":[12,160],"part":[13],"feedback":[15],"in":[16,42,96],"a":[17,161],"problem-solving":[18],"software":[19,104],"tutor":[20,116,155],"on":[21,146],"arithmetic":[22],"expression":[23],"evaluation.":[24],"Data":[25],"collected":[27,38],"over":[28],"six":[29],"semesters":[30],"from":[31],"multiple":[32],"institutions.":[33],"ANOVA":[34],"analysis":[35,142],"data":[39],"three":[43],"stages.":[44],"Statistically":[45],"significant":[46],"results":[47,82,138],"include":[48,83],"that":[49,84],"helped":[51],"students":[52],"learn":[53],"more":[54],"concepts;":[55],"did":[57],"not":[58],"improve":[59],"speed":[61],"learning;":[63],"benefits":[65],"accrued":[68],"primarily":[69],"less-prepared":[71,112],"students;":[72],"and":[73,120],"may":[75],"affect":[76],"different":[77],"demographic":[78,90],"subgroups":[79],"differently.":[80],"Incidental":[81],"there":[85],"no":[87],"difference":[88],"among":[89],"groups":[91,108,122],"(male/female,":[92],"traditional/underrepresented,":[93],"Computer":[94],"Science/non-CS)":[95],"number":[98],"concepts":[100,124],"learned":[101,123],"using":[102,114,153],"tutor,":[105],"although":[106],"some":[107,121],"(female,":[109],"underrepresented)":[110],"were":[111],"before":[113],"than":[117,132],"their":[118,133],"counterparts,":[119],"with":[125],"fewer":[126],"practice":[127],"problems":[128],"(male,":[129],"traditionally":[130],"represented)":[131],"counterparts.":[134],"Concurrence":[135],"obtained":[139],"whether":[140],"based":[145],"pre-condition":[147],"(need)":[148],"or":[149],"post-condition":[150],"(benefit)":[151],"strengthens":[156],"claims":[158],"made":[159],"result":[162],"this":[164],"study.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
