{"id":"https://openalex.org/W4410986998","doi":"https://doi.org/10.1109/educon62633.2025.11016544","title":"Towards an AI-Motivated Mathematical Skills Inventory for Future Engineers","display_name":"Towards an AI-Motivated Mathematical Skills Inventory for Future Engineers","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4410986998","doi":"https://doi.org/10.1109/educon62633.2025.11016544"},"language":"en","primary_location":{"id":"doi:10.1109/educon62633.2025.11016544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 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/A5117813029","display_name":"Ilathiraiyan Sivagnanamoorthy","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ilathiraiyan Sivagnanamoorthy","raw_affiliation_strings":["School of Engineering and Materials Science, Queen Mary University of London,London,United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Materials Science, Queen Mary University of London,London,United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007971587","display_name":"Alexandra Werth","orcid":"https://orcid.org/0000-0003-0310-2654"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra Werth","raw_affiliation_strings":["Meinig School of Biomedical Engineering, Cornell University,New York,USA"],"affiliations":[{"raw_affiliation_string":"Meinig School of Biomedical Engineering, Cornell University,New York,USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089445018","display_name":"Raahil Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raahil Shah","raw_affiliation_strings":["Axon Labs,London,United Kingdom","School of Engineering and Materials Science, Queen Mary University of London,London,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Axon Labs,London,United Kingdom","institution_ids":[]},{"raw_affiliation_string":"School of Engineering and Materials Science, Queen Mary University of London,London,United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101698103","display_name":"Rehan Shah","orcid":"https://orcid.org/0000-0002-5025-3503"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rehan Shah","raw_affiliation_strings":["Axon Labs,London,United Kingdom","School of Engineering and Materials Science, Queen Mary University of London,London,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Axon Labs,London,United Kingdom","institution_ids":[]},{"raw_affiliation_string":"School of Engineering and Materials Science, Queen Mary University of London,London,United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5117813029"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17206261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14079","display_name":"Mathematics Education and Programs","score":0.8267999887466431,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"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/T14079","display_name":"Mathematics Education and Programs","score":0.8267999887466431,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"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/T12124","display_name":"Engineering Education and Curriculum Development","score":0.7250000238418579,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.6621000170707703,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6033956408500671},{"id":"https://openalex.org/keywords/concept-inventory","display_name":"Concept inventory","score":0.5652598142623901},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3676777184009552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32722872495651245},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32530009746551514},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.23967990279197693},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20083275437355042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6033956408500671},{"id":"https://openalex.org/C59785418","wikidata":"https://www.wikidata.org/wiki/Q5158395","display_name":"Concept inventory","level":2,"score":0.5652598142623901},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3676777184009552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32722872495651245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32530009746551514},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.23967990279197693},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20083275437355042}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon62633.2025.11016544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1982364361","https://openalex.org/W2082969142","https://openalex.org/W2097455217","https://openalex.org/W2328339901","https://openalex.org/W3212891812","https://openalex.org/W4205910419","https://openalex.org/W4311145812","https://openalex.org/W4367850403","https://openalex.org/W4376274304","https://openalex.org/W4388128790","https://openalex.org/W4392152888","https://openalex.org/W4393222213","https://openalex.org/W4396656247","https://openalex.org/W4396679658","https://openalex.org/W6629510986","https://openalex.org/W6843475662"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"artificial":[3],"intelligence":[4],"(AI)":[5],"has":[6],"had":[7],"a":[8,90],"profound":[9],"impact":[10],"on":[11],"various":[12],"industries,":[13],"including":[14],"engineering,":[15],"through":[16],"innovations":[17],"in":[18],"optimization,":[19],"automation,":[20],"and":[21,67,75],"predictive":[22],"maintenance.":[23],"To":[24],"stay":[25],"at":[26],"the":[27,51,64,87],"forefront":[28],"of":[29,89],"these":[30],"changes,":[31],"higher":[32],"education":[33],"institutions":[34],"are":[35],"increasingly":[36],"embedding":[37],"AI-oriented":[38],"instruction":[39],"into":[40],"engineering":[41,52,59],"programs":[42],"to":[43,70,94],"ensure":[44],"curricula":[45],"remain":[46],"relevant.":[47],"As":[48],"AI":[49,77],"reshapes":[50],"landscape,":[53],"an":[54],"important":[55],"question":[56,84],"emerges:":[57],"Are":[58],"students":[60],"adequately":[61],"equipped":[62],"with":[63],"mathematical":[65,98],"foundations":[66],"competencies":[68],"necessary":[69],"effectively":[71],"develop,":[72],"fine-tune,":[73],"deploy,":[74],"evaluate":[76],"models?":[78],"This":[79],"work-in-progress":[80],"paper":[81],"addresses":[82],"this":[83],"by":[85],"proposing":[86],"development":[88],"skills":[91],"inventory":[92],"tailored":[93],"linear":[95],"algebra-a":[96],"foundational":[97],"concept":[99],"for":[100],"AI.":[101]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}