{"id":"https://openalex.org/W2947459590","doi":"https://doi.org/10.1109/educon.2019.8725152","title":"How Electrical Engineering and Computer Engineering Departments are Preparing Undergraduate Students for the New Big Data, Machine Learning, and AI Paradigm: A Three- Model Overview","display_name":"How Electrical Engineering and Computer Engineering Departments are Preparing Undergraduate Students for the New Big Data, Machine Learning, and AI Paradigm: A Three- Model Overview","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2947459590","doi":"https://doi.org/10.1109/educon.2019.8725152","mag":"2947459590"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2019.8725152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2019.8725152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002911018","display_name":"Samuel Olugbenga King","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Samuel Olugbenga King","raw_affiliation_strings":["Electrical and Computer Engineering, Colorado State University, Fort Collins, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Colorado State University, Fort Collins, USA","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002911018"],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":null,"apc_paid":null,"fwci":0.7965,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62502903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9760000109672546,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9370999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8922022581100464},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.7513543367385864},{"id":"https://openalex.org/keywords/syllabus","display_name":"Syllabus","score":0.591647207736969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5753321647644043},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.5335298776626587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5127393007278442},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.4462868571281433},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.44399213790893555},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3814319670200348},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3071536421775818},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24710118770599365},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.23508507013320923},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11506253480911255}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8922022581100464},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.7513543367385864},{"id":"https://openalex.org/C45504901","wikidata":"https://www.wikidata.org/wiki/Q935222","display_name":"Syllabus","level":2,"score":0.591647207736969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5753321647644043},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5335298776626587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5127393007278442},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4462868571281433},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.44399213790893555},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3814319670200348},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3071536421775818},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24710118770599365},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.23508507013320923},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11506253480911255},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2019.8725152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2019.8725152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2032127628","https://openalex.org/W2345101204","https://openalex.org/W2601210736","https://openalex.org/W2624651098","https://openalex.org/W2785507598","https://openalex.org/W2793662979","https://openalex.org/W2809628680","https://openalex.org/W2887269503"],"related_works":["https://openalex.org/W3131699866","https://openalex.org/W4376104768","https://openalex.org/W2392007498","https://openalex.org/W2063985832","https://openalex.org/W1970019756","https://openalex.org/W2499484106","https://openalex.org/W2153674877","https://openalex.org/W2759364669","https://openalex.org/W3195668101","https://openalex.org/W3138636238"],"abstract_inverted_index":{"Big":[0,46,78,89,118,160,189,201],"data,":[1],"machine":[2],"learning,":[3],"and":[4,15,19,26,33,60,82,98,128,154,193,212],"artificial":[5],"intelligence":[6],"(Big":[7],"Data":[8,47,79,90,119,161,190,202],"ML-AI)":[9],"applications":[10],"are":[11,64,93,99,123,156,219],"revolutionizing":[12],"the":[13,37,44,66,104,111,132,141,157,168,175,180,198,205,213],"methods":[14],"practices":[16],"of":[17,70,114,117,131,136,143,146,167,179,200,216],"electrical":[18],"computer":[20],"engineering":[21],"(ECE),":[22],"from":[23,140],"autonomous":[24],"vehicles":[25],"futuristic":[27],"semi-conductor":[28],"design":[29],"to":[30,55,75,186,197],"smart":[31],"phones":[32],"speakers.":[34],"But":[35],"is":[36,53],"undergraduate":[38,133,181],"ECE":[39,62,105,134,182,206],"curriculum":[40],"keeping":[41],"pace":[42],"with":[43],"new":[45],"ML-AI":[48,80,91,120,162,191,203],"paradigm?":[49],"This":[50],"exploratory":[51],"study":[52],"designed":[54],"investigate":[56],"whether":[57],"or":[58],"not,":[59],"how":[61],"departments":[63],"adapting":[65],"first":[67,176],"two":[68,177],"years":[69,178],"their":[71],"curriculum,":[72,183,207],"so":[73,184],"as":[74,185,209],"sustainably":[76],"integrate":[77,188],"courses":[81,192],"content.":[83],"The":[84,148],"research":[85],"questions":[86],"are:":[87],"Which":[88],"tools":[92,101,121],"being":[94,124],"used":[95],"in":[96,103,126],"industry,":[97,127],"these":[100,109],"reflected":[102],"curriculum?":[106],"To":[107],"answer":[108],"questions,":[110],"datasets":[112],"consist":[113],"2018":[115],"surveys":[116],"that":[122,151],"utilized":[125,159],"a":[129],"review":[130],"syllabi":[135],"five":[137,169],"selected":[138,170],"universities":[139],"group":[142],"American":[144],"Association":[145],"Universities.":[147],"results":[149],"show":[150],"Python,":[152],"Tensorflow,":[153],"Keras":[155],"most":[158],"tools,":[163],"while":[164],"only":[165],"one":[166],"institutions":[171],"has":[172],"fully":[173],"adapted":[174],"flexible":[187],"concepts.":[194],"Additionally,":[195],"objections":[196],"integration":[199],"into":[204],"such":[208],"technology":[210],"transience":[211],"detrimental":[214],"nature":[215],"biased":[217],"algorithms,":[218],"addressed.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
