{"id":"https://openalex.org/W3175919422","doi":"https://doi.org/10.1109/educon46332.2021.9453917","title":"Classification and Analysis of Techniques and Tools for Data Visualization Teaching","display_name":"Classification and Analysis of Techniques and Tools for Data Visualization Teaching","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3175919422","doi":"https://doi.org/10.1109/educon46332.2021.9453917","mag":"3175919422"},"language":"en","primary_location":{"id":"doi:10.1109/educon46332.2021.9453917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon46332.2021.9453917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Engineering Education Conference (EDUCON)","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/A5039218778","display_name":"Juan J. Cuadrado\u2010Gallego","orcid":"https://orcid.org/0000-0001-8178-5556"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]},{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["CA","ES"],"is_corresponding":true,"raw_author_name":"Juan J. Cuadrado-Gallego","raw_affiliation_strings":["Department of Computer Science, Concordia University, Montreal, Quebec, Canada","Department of Computer Science, Universidad de Alcal\u00e1, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Concordia University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of Computer Science, Universidad de Alcal\u00e1, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017479397","display_name":"Yuri Demchenko","orcid":"https://orcid.org/0000-0001-7474-9506"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yuri Demchenko","raw_affiliation_strings":["Informatics Institute University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Informatics Institute University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058667521","display_name":"Miguel \u00c1. Losada","orcid":"https://orcid.org/0000-0002-2071-3134"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Losada","raw_affiliation_strings":["Department of Computer Science, Universidad de Alcal\u00e1, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Alcal\u00e1, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017331013","display_name":"Olga Ormandjieva","orcid":"https://orcid.org/0000-0001-5641-9765"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Olga Ormandjieva","raw_affiliation_strings":["Department of Computer Science, Universidad de Alcal\u00e1, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Alcal\u00e1, Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039218778"],"corresponding_institution_ids":["https://openalex.org/I189268942","https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":0.3843,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60044118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1593","last_page":"1599"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9455999732017517,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9222000241279602,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8501882553100586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8254507780075073},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.7178940176963806},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6818680763244629},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.604503333568573},{"id":"https://openalex.org/keywords/statistical-graphics","display_name":"Statistical graphics","score":0.602668285369873},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5140060186386108},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5106363892555237},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.446557879447937},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.42656955122947693},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37335604429244995},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36250096559524536},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3237738013267517},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.16697895526885986}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8501882553100586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8254507780075073},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.7178940176963806},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6818680763244629},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.604503333568573},{"id":"https://openalex.org/C28883458","wikidata":"https://www.wikidata.org/wiki/Q3427422","display_name":"Statistical graphics","level":3,"score":0.602668285369873},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5140060186386108},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5106363892555237},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.446557879447937},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.42656955122947693},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37335604429244995},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36250096559524536},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3237738013267517},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.16697895526885986},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon46332.2021.9453917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon46332.2021.9453917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W229097380","https://openalex.org/W1513618424","https://openalex.org/W1810028515","https://openalex.org/W2000918537","https://openalex.org/W2011301426","https://openalex.org/W2096578372","https://openalex.org/W2103693740","https://openalex.org/W2106814120","https://openalex.org/W2107940314","https://openalex.org/W2117492258","https://openalex.org/W2132022337","https://openalex.org/W2155843307","https://openalex.org/W2162896254","https://openalex.org/W2788650779","https://openalex.org/W3122321263","https://openalex.org/W3123751668","https://openalex.org/W4399530165","https://openalex.org/W4399536140","https://openalex.org/W4399551559","https://openalex.org/W4399569246","https://openalex.org/W4399649871","https://openalex.org/W4410850837","https://openalex.org/W6608852248","https://openalex.org/W6675273832"],"related_works":["https://openalex.org/W2106678440","https://openalex.org/W3037350056","https://openalex.org/W2167838283","https://openalex.org/W2134678736","https://openalex.org/W2054016933","https://openalex.org/W2181776023","https://openalex.org/W2542252643","https://openalex.org/W2138584026","https://openalex.org/W2347058547","https://openalex.org/W139576495"],"abstract_inverted_index":{"Data":[0,35,57,59,75,92,98,118,130],"Visualization":[1,60,99],"addresses":[2],"the":[3,8,14,47,51,56,74,117,135,143,148,162,177,186],"use":[4],"of":[5,55,78,96,137,146,150,165,209],"graphics":[6,36,201],"with":[7,50,142],"purpose":[9],"to":[10,63,160,198],"obtain":[11],"or":[12,124],"transmit":[13],"knowledge":[15,83,110],"in":[16,27,46,67,94,176],"a":[17,102,138,157,204],"easier":[18],"and":[19,26,39,45,53,112,179,193],"faster":[20],"way,":[21],"this":[22],"is":[23,100],"it":[24],"main,":[25],"many":[28,40],"cases":[29],"unique":[30],"purpose.":[31],"Since":[32],"their":[33],"invention":[34],"has":[37,42,61],"evolved":[38],"techniques":[41,168],"been":[43],"developed,":[44],"last":[48],"decades,":[49],"definition":[52],"evolution":[54],"Science,":[58,93],"become":[62],"be":[64,88,174],"used":[65],"profusely,":[66],"that":[68,86,172,195],"manner":[69],"that,":[70],"by":[71,113],"one":[72],"side,":[73],"Science":[76,119],"Body":[77],"Knowledge,":[79],"DS-BoK,":[80],"define":[81],"five":[82],"area":[84],"groups":[85],"should":[87],"taught":[89],"when":[90],"learning":[91],"all":[95,116,185],"them":[97],"taken":[101],"main":[103,144],"role":[104],"for":[105,128,169],"different":[106,166,182,189],"reasons":[107],"applying":[108],"each":[109],"area;":[111],"other":[114],"side":[115],"development":[120],"environments,":[121],"open":[122,191],"source":[123,192],"proprietary,":[125],"include":[126],"tools":[127],"performing":[129],"Visualizations.":[131],"This":[132],"paper":[133],"presents":[134],"results":[136],"research":[139],"carried":[140],"out":[141],"objective":[145],"improving":[147],"teaching":[149,207],"data":[151,171,200,205],"visualization":[152,206],"using":[153,181],"two":[154],"ways:":[155],"propose":[156],"new":[158],"system":[159],"classify":[161],"large":[163],"amount":[164],"graphical":[167],"presenting":[170],"can":[173],"found":[175],"literature;":[178],"analyze":[180],"attributes":[183],"quite":[184],"most":[187],"important":[188],"tools,":[190],"private,":[194],"are":[196],"available":[197],"develop":[199],"mainly":[202],"form":[203],"point":[208],"view.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}