{"id":"https://openalex.org/W2976791140","doi":"https://doi.org/10.1145/3349266.3351406","title":"Deep Learning in the IT Curriculum","display_name":"Deep Learning in the IT Curriculum","publication_year":2019,"publication_date":"2019-09-26","ids":{"openalex":"https://openalex.org/W2976791140","doi":"https://doi.org/10.1145/3349266.3351406","mag":"2976791140"},"language":"en","primary_location":{"id":"doi:10.1145/3349266.3351406","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349266.3351406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual SIG Conference on Information Technology Education","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/A5063577751","display_name":"Amy K. Hoover","orcid":"https://orcid.org/0000-0002-4661-8178"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amy K. Hoover","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017004951","display_name":"Adam Spryszynski","orcid":null},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Spryszynski","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040065844","display_name":"Michael Halper","orcid":"https://orcid.org/0000-0003-4135-0069"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Halper","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063577751"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":0.3037,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60816229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9905999898910522,"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":0.9905999898910522,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9776999950408936,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.7281149625778198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7076699137687683},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7066872119903564},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6697292327880859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.568432629108429},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5012028217315674},{"id":"https://openalex.org/keywords/core-knowledge","display_name":"Core Knowledge","score":0.4142528474330902},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37113887071609497},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3540336489677429},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2027255892753601},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.10820311307907104},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0927010178565979}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.7281149625778198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7076699137687683},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7066872119903564},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6697292327880859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.568432629108429},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5012028217315674},{"id":"https://openalex.org/C2776014378","wikidata":"https://www.wikidata.org/wiki/Q5170170","display_name":"Core Knowledge","level":2,"score":0.4142528474330902},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37113887071609497},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3540336489677429},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2027255892753601},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.10820311307907104},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0927010178565979},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3349266.3351406","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349266.3351406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual SIG Conference on Information Technology Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1792506368","https://openalex.org/W2099471712","https://openalex.org/W2146141698","https://openalex.org/W2167112043","https://openalex.org/W2271840356","https://openalex.org/W2311607323","https://openalex.org/W2472803348","https://openalex.org/W2475287302","https://openalex.org/W2508457857","https://openalex.org/W2739273093","https://openalex.org/W2921353139","https://openalex.org/W2942119593","https://openalex.org/W2962770929","https://openalex.org/W3122507327","https://openalex.org/W4288083766","https://openalex.org/W6698064614"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Deep":[0],"learning":[1,9,35,62,72,131,147],"is":[2,11,19],"a":[3],"form":[4],"of":[5,45,70,87,94,116,129,141,155,160],"neural-network":[6],"based":[7],"machine":[8,146],"that":[10,39],"becoming":[12],"prevalent":[13],"in":[14,30,73,79,132],"many":[15],"IT":[16,24],"endeavors.":[17],"It":[18],"therefore":[20],"important":[21],"to":[22,27,59],"expose":[23],"undergraduate":[25,48],"students":[26,143],"it":[28],"somewhere":[29],"the":[31,43,46,64,68,85,101,114,127,139,158],"curriculum.":[32],"However,":[33],"deep":[34,61,71,130],"has":[36,56],"mathematical":[37],"foundations":[38],"may":[40],"be":[41],"beyond":[42],"reach":[44],"average":[47],"student.":[49],"A":[50],"course":[51,96],"focusing":[52],"on":[53],"creative":[54,75],"AI":[55],"been":[57],"developed":[58],"introduce":[60],"from":[63],"practitioner":[65],"perspective.":[66],"Specifically,":[67],"application":[69],"human":[74,135],"activities,":[76],"such":[77],"as":[78],"art,":[80],"music,":[81],"and":[82,109,113,148,157],"multimedia,":[83],"forms":[84],"basis":[86],"our":[88],"educational":[89],"approach.":[90],"The":[91],"major":[92],"topics":[93],"this":[95],"are":[97,111,124],"presented,":[98],"along":[99],"with":[100],"software":[102],"tools":[103],"being":[104],"utilized.":[105],"Sample":[106],"laboratory":[107],"assignments":[108],"projects":[110],"introduced,":[112],"results":[115],"measuring":[117],"various":[118],"student":[119],"outcomes":[120],"across":[121],"two":[122],"semesters":[123],"presented.":[125],"Overall,":[126],"use":[128],"applications":[133],"mimicking":[134],"creativity":[136],"can":[137],"serve":[138],"purposes":[140],"getting":[142],"excited":[144],"about":[145],"also":[149],"help":[150],"enhance":[151],"their":[152],"core":[153],"knowledge":[154],"programming":[156],"utilization":[159],"standard":[161],"library":[162],"tools.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}