{"id":"https://openalex.org/W4321441983","doi":"https://doi.org/10.1145/3576050.3576097","title":"Blockly-DS: Blocks Programming for Data Science with Visual, Statistical, Descriptive and Predictive Analysis","display_name":"Blockly-DS: Blocks Programming for Data Science with Visual, Statistical, Descriptive and Predictive Analysis","publication_year":2023,"publication_date":"2023-02-21","ids":{"openalex":"https://openalex.org/W4321441983","doi":"https://doi.org/10.1145/3576050.3576097"},"language":"en","primary_location":{"id":"doi:10.1145/3576050.3576097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3576050.3576097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK23: 13th International Learning Analytics and Knowledge Conference","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/A5022907361","display_name":"Luiz Barboza","orcid":"https://orcid.org/0000-0001-7681-1879"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Luiz Barboza","raw_affiliation_strings":["CESAR School, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7681-1879","affiliations":[{"raw_affiliation_string":"CESAR School, Brazil","institution_ids":["https://openalex.org/I4210123235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025630415","display_name":"Rafael Ferreira Mello","orcid":"https://orcid.org/0000-0003-3548-9670"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Mello","raw_affiliation_strings":["CESAR School, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3548-9670","affiliations":[{"raw_affiliation_string":"CESAR School, Brazil","institution_ids":["https://openalex.org/I4210123235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046713973","display_name":"Micah Gideon Modell","orcid":"https://orcid.org/0000-0003-3549-6280"},"institutions":[{"id":"https://openalex.org/I913696744","display_name":"Mount Saint Mary College","ror":"https://ror.org/05h3de220","country_code":"US","type":"education","lineage":["https://openalex.org/I913696744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Micah Modell","raw_affiliation_strings":["Mount Saint Mary College, United States"],"raw_orcid":"https://orcid.org/0000-0003-3549-6280","affiliations":[{"raw_affiliation_string":"Mount Saint Mary College, United States","institution_ids":["https://openalex.org/I913696744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080208427","display_name":"Erico S. Teixeira","orcid":"https://orcid.org/0000-0003-0520-5075"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Erico Souza Teixeira","raw_affiliation_strings":["CESAR School, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0520-5075","affiliations":[{"raw_affiliation_string":"CESAR School, Brazil","institution_ids":["https://openalex.org/I4210123235"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022907361"],"corresponding_institution_ids":["https://openalex.org/I4210123235"],"apc_list":null,"apc_paid":null,"fwci":2.5114,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8971788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"644","last_page":"649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.8985999822616577,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.8985999822616577,"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"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.8276000022888184,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.817300021648407,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/general-partnership","display_name":"General partnership","score":0.6882545948028564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5969805121421814},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5210623145103455},{"id":"https://openalex.org/keywords/descriptive-statistics","display_name":"Descriptive statistics","score":0.5186651945114136},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4775865077972412},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4498792886734009},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38601458072662354},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23545345664024353},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15798750519752502},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1275365650653839},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10520344972610474},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0870887041091919}],"concepts":[{"id":"https://openalex.org/C71750763","wikidata":"https://www.wikidata.org/wiki/Q646164","display_name":"General partnership","level":2,"score":0.6882545948028564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5969805121421814},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5210623145103455},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.5186651945114136},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4775865077972412},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4498792886734009},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38601458072662354},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23545345664024353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15798750519752502},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1275365650653839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10520344972610474},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0870887041091919},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3576050.3576097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3576050.3576097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK23: 13th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5199999809265137,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W607853484","https://openalex.org/W1574982570","https://openalex.org/W2025361487","https://openalex.org/W2076522120","https://openalex.org/W2172189177","https://openalex.org/W2204567025","https://openalex.org/W2274987750","https://openalex.org/W2304557532","https://openalex.org/W2531638282","https://openalex.org/W2535073923","https://openalex.org/W2737980557","https://openalex.org/W2771813345","https://openalex.org/W2886940188","https://openalex.org/W2910635160","https://openalex.org/W3122687240","https://openalex.org/W3135073314","https://openalex.org/W3148181069","https://openalex.org/W3157682111","https://openalex.org/W3192037585","https://openalex.org/W3194135922","https://openalex.org/W4256049924","https://openalex.org/W6697639481"],"related_works":["https://openalex.org/W2739852106","https://openalex.org/W1986755814","https://openalex.org/W585428044","https://openalex.org/W2578322776","https://openalex.org/W2378276451","https://openalex.org/W2507403529","https://openalex.org/W2094995007","https://openalex.org/W2004491036","https://openalex.org/W3092603343","https://openalex.org/W3094196586"],"abstract_inverted_index":{"Interest":[0],"in":[1,80,94,128,150],"data":[2,22,57,82],"science":[3,83],"has":[4,52],"been":[5,53],"growing":[6],"across":[7],"industries":[8],"-":[9],"both":[10],"STEM":[11,111],"and":[12,21,31,106,121],"non-STEM.":[13],"Non-STEM":[14],"students":[15],"often":[16],"have":[17,68],"difficulties":[18],"with":[19,135,152],"programming":[20],"analysis":[23],"tools.":[24,41],"These":[25],"entry":[26],"barriers":[27],"can":[28,34],"be":[29,35],"minimized,":[30],"these":[32,61],"concepts":[33],"easily":[36],"absorbed":[37],"when":[38],"using":[39],"visual":[40,50],"Thus,":[42],"for":[43,55,141],"this":[44,129],"specific":[45],"audience,":[46],"the":[47,107],"use":[48],"of":[49,60,78,138,145],"tools":[51,62],"essential":[54],"teaching":[56,81],"science.":[58],"Several":[59],"are":[63],"available,":[64],"but":[65],"they":[66],"all":[67],"limitations.":[69],"This":[70],"work":[71],"presents":[72],"Blockly-DS:":[73],"a":[74,85,102,110,133,146],"new":[75],"tool":[76,90],"capable":[77],"assisting":[79],"to":[84,132],"non-STEM":[86],"audience.":[87],"The":[88,124],"Blockly-DS":[89],"is":[91],"being":[92],"tested":[93],"two":[95,136],"Brazilian":[96,148],"higher":[97],"education":[98],"institutions,":[99],"one,":[100],"IBMEC,":[101],"business":[103],"undergraduate":[104,122],"university,":[105],"other,":[108],"FIAP,":[109],"school":[112],"that":[113],"offers":[114],"an":[115],"MBA":[116],"as":[117,119],"well":[118],"corporate":[120],"courses.":[123],"preliminary":[125],"results":[126],"presented":[127],"article":[130],"refers":[131],"validation":[134],"groups":[137],"training":[139],"sessions":[140],"junior":[142],"financial":[143],"analysts":[144],"major":[147],"bank":[149],"partnership":[151],"FIAP.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}