{"id":"https://openalex.org/W4377233933","doi":"https://doi.org/10.1109/educon54358.2023.10125196","title":"Leveraging computer algebra systems in calculus: a case study with SymPy","display_name":"Leveraging computer algebra systems in calculus: a case study with SymPy","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4377233933","doi":"https://doi.org/10.1109/educon54358.2023.10125196"},"language":"en","primary_location":{"id":"doi:10.1109/educon54358.2023.10125196","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/educon54358.2023.10125196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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/A5051609871","display_name":"Firuz Kamalov","orcid":"https://orcid.org/0000-0003-3946-0920"},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Firuz Kamalov","raw_affiliation_strings":["Canadian University Dubai,Department of Electrical Engineering,Dubai,UAE","Department of Electrical Engineering, Canadian University Dubai, Dubai, UAE"],"affiliations":[{"raw_affiliation_string":"Canadian University Dubai,Department of Electrical Engineering,Dubai,UAE","institution_ids":["https://openalex.org/I186129607"]},{"raw_affiliation_string":"Department of Electrical Engineering, Canadian University Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I186129607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043894546","display_name":"David Santandreu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"David Santandreu","raw_affiliation_strings":["Academic Development, Mohamed bin Zayed University of Artificial Intelligence,Abu Dhabi,UAE","Academic Development, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Academic Development, Mohamed bin Zayed University of Artificial Intelligence,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Academic Development, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023985259","display_name":"Ho\u2010Hon Leung","orcid":"https://orcid.org/0000-0003-3106-4325"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ho Hon Leung","raw_affiliation_strings":["UAE University,Department of Mathematics,Al Ain,UAE","Department of Mathematics, UAE University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"UAE University,Department of Mathematics,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Department of Mathematics, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024579556","display_name":"Jason D. Johnson","orcid":"https://orcid.org/0000-0002-3648-6992"},"institutions":[{"id":"https://openalex.org/I141059654","display_name":"Emirates College for Advanced Education","ror":"https://ror.org/05wweqh04","country_code":"AE","type":"education","lineage":["https://openalex.org/I141059654"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Jason Johnson","raw_affiliation_strings":["Emirates College for Advanced Education,Department of Mathematics,Dubai,UAE","Department of Mathematics, Emirates College for Advanced Education, Dubai, UAE"],"affiliations":[{"raw_affiliation_string":"Emirates College for Advanced Education,Department of Mathematics,Dubai,UAE","institution_ids":["https://openalex.org/I141059654"]},{"raw_affiliation_string":"Department of Mathematics, Emirates College for Advanced Education, Dubai, UAE","institution_ids":["https://openalex.org/I141059654"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057184655","display_name":"Ziad El\u2010Khatib","orcid":null},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ziad El Khatib","raw_affiliation_strings":["Canadian University Dubai,Department of Electrical Engineering,Dubai,UAE","Department of Electrical Engineering, Canadian University Dubai, Dubai, UAE"],"affiliations":[{"raw_affiliation_string":"Canadian University Dubai,Department of Electrical Engineering,Dubai,UAE","institution_ids":["https://openalex.org/I186129607"]},{"raw_affiliation_string":"Department of Electrical Engineering, Canadian University Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I186129607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051609871"],"corresponding_institution_ids":["https://openalex.org/I186129607"],"apc_list":null,"apc_paid":null,"fwci":1.0421,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76842775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9635000228881836,"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"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9635000228881836,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9448000192642212,"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"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9383999705314636,"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":0.647956371307373},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5735195279121399},{"id":"https://openalex.org/keywords/symbolic-computation","display_name":"Symbolic computation","score":0.558204710483551},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5097131133079529},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5094698071479797},{"id":"https://openalex.org/keywords/algebra-over-a-field","display_name":"Algebra over a field","score":0.5073229670524597},{"id":"https://openalex.org/keywords/calculus","display_name":"Calculus (dental)","score":0.46769025921821594},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32943785190582275},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3288227617740631},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32657065987586975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21924003958702087},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19878694415092468},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.09350386261940002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.647956371307373},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5735195279121399},{"id":"https://openalex.org/C110812573","wikidata":"https://www.wikidata.org/wiki/Q175515","display_name":"Symbolic computation","level":2,"score":0.558204710483551},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5097131133079529},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5094698071479797},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.5073229670524597},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.46769025921821594},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32943785190582275},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3288227617740631},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32657065987586975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21924003958702087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19878694415092468},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.09350386261940002},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon54358.2023.10125196","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/educon54358.2023.10125196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W91078678","https://openalex.org/W2002444536","https://openalex.org/W2025222847","https://openalex.org/W2085289501","https://openalex.org/W2417863416","https://openalex.org/W2616786903","https://openalex.org/W2658562839","https://openalex.org/W2733589959","https://openalex.org/W2767577028","https://openalex.org/W2911104791","https://openalex.org/W2970367741","https://openalex.org/W3037780619","https://openalex.org/W3041083246","https://openalex.org/W3083884066","https://openalex.org/W3092365212","https://openalex.org/W3160396504","https://openalex.org/W3172656442","https://openalex.org/W3173769163","https://openalex.org/W3175139137","https://openalex.org/W3198207678","https://openalex.org/W3216949025","https://openalex.org/W4221092931","https://openalex.org/W4287855179","https://openalex.org/W4293167613","https://openalex.org/W6603783982","https://openalex.org/W6651107560","https://openalex.org/W6741419255","https://openalex.org/W6782846869","https://openalex.org/W6784882144","https://openalex.org/W6786686457"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W4287027380","https://openalex.org/W3193760048","https://openalex.org/W4312905343","https://openalex.org/W3110044799"],"abstract_inverted_index":{"Technology":[0],"plays":[1],"a":[2,75,85,106],"pivotal":[3],"role":[4],"in":[5,13,29,45,71],"modern":[6],"university":[7,46],"curriculum.":[8],"Given":[9],"the":[10,22,26,36,63,90,99],"recent":[11],"advances":[12,28],"machine":[14],"learning,":[15],"it":[16],"is":[17],"particularly":[18],"important":[19],"to":[20,56,109],"leverage":[21],"tools":[23],"provided":[24],"by":[25],"latest":[27],"computing.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"investigate":[35],"effects":[37],"of":[38,51,62,69,92],"including":[39],"Python-based":[40],"computer":[41,94,112],"algebra":[42,95,113],"system":[43,96],"SymPy":[44,52,70,104],"calculus":[47,72],"courses.":[48],"The":[49],"advantages":[50],"include":[53],"open-source,":[54],"introduction":[55],"programming,":[57],"and":[58,66],"simplicity.":[59],"Critically,":[60],"comparison":[61],"grades":[64],"pre":[65],"post":[67],"adoption":[68],"courses":[73],"indicates":[74],"statistically":[76],"significant":[77],"improvement.":[78],"Although":[79],"further":[80],"studies":[81],"-":[82,88],"based":[83],"on":[84],"larger":[86],"cohort":[87],"about":[89],"effectiveness":[91],"open-access":[93],"are":[97],"desirable,":[98],"initial":[100],"findings":[101],"suggest":[102],"that":[103],"provides":[105],"viable":[107],"alternative":[108],"commercially":[110],"available":[111],"system.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
