{"id":"https://openalex.org/W4310357381","doi":"https://doi.org/10.1109/fie56618.2022.9962523","title":"Crafting an Undergraduate Course at the Intersection of Machine Learning and Software Engineering","display_name":"Crafting an Undergraduate Course at the Intersection of Machine Learning and Software Engineering","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4310357381","doi":"https://doi.org/10.1109/fie56618.2022.9962523"},"language":"en","primary_location":{"id":"doi:10.1109/fie56618.2022.9962523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie56618.2022.9962523","pdf_url":null,"source":{"id":"https://openalex.org/S4363607793","display_name":"2022 IEEE Frontiers in Education Conference (FIE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Frontiers in Education Conference (FIE)","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/A5080344032","display_name":"Stephen F. Chenoweth","orcid":"https://orcid.org/0000-0002-8303-9159"},"institutions":[{"id":"https://openalex.org/I192578771","display_name":"Rose\u2013Hulman Institute of Technology","ror":"https://ror.org/00mp6e841","country_code":"US","type":"education","lineage":["https://openalex.org/I192578771"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steve Chenoweth","raw_affiliation_strings":["Rose-Hulman Institute of Technology,Computer Science &#x0026; Software Engineering,Terra Haute,Indiana"],"affiliations":[{"raw_affiliation_string":"Rose-Hulman Institute of Technology,Computer Science &#x0026; Software Engineering,Terra Haute,Indiana","institution_ids":["https://openalex.org/I192578771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091827346","display_name":"Panagiotis K. Linos","orcid":null},"institutions":[{"id":"https://openalex.org/I110678235","display_name":"Butler University","ror":"https://ror.org/05gq3a412","country_code":"US","type":"education","lineage":["https://openalex.org/I110678235"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panagiotis K. Linos","raw_affiliation_strings":["Butler University,Computer Science &#x0026; Software Engineering,Indianapolis,Indiana"],"affiliations":[{"raw_affiliation_string":"Butler University,Computer Science &#x0026; Software Engineering,Indianapolis,Indiana","institution_ids":["https://openalex.org/I110678235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080344032"],"corresponding_institution_ids":["https://openalex.org/I192578771"],"apc_list":null,"apc_paid":null,"fwci":0.1465,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42413842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9889000058174133,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9858999848365784,"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/craft","display_name":"Craft","score":0.7540880441665649},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6329143047332764},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5092943906784058},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.4994313716888428},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.4969079792499542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4675751030445099},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.4390346109867096},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.43545228242874146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34705308079719543},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3403320908546448},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3368212580680847},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2098279595375061},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.18464571237564087},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1450139880180359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14260625839233398},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11460363864898682}],"concepts":[{"id":"https://openalex.org/C2779732396","wikidata":"https://www.wikidata.org/wiki/Q2207288","display_name":"Craft","level":2,"score":0.7540880441665649},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6329143047332764},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5092943906784058},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.4994313716888428},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.4969079792499542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4675751030445099},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4390346109867096},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.43545228242874146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34705308079719543},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3403320908546448},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3368212580680847},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2098279595375061},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.18464571237564087},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1450139880180359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14260625839233398},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11460363864898682},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fie56618.2022.9962523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie56618.2022.9962523","pdf_url":null,"source":{"id":"https://openalex.org/S4363607793","display_name":"2022 IEEE Frontiers in Education Conference (FIE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholar.rose-hulman.edu:computersci_fac-1175","is_oa":false,"landing_page_url":"https://scholar.rose-hulman.edu/computersci_fac/176","pdf_url":null,"source":{"id":"https://openalex.org/S4377196619","display_name":"Rose-Hulman Scholar (Rose\u2013Hulman Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I192578771","host_organization_name":"Rose\u2013Hulman Institute of Technology","host_organization_lineage":["https://openalex.org/I192578771"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications  -  Computer Science & Software Engineering","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2061242453","https://openalex.org/W2122410182","https://openalex.org/W2166116450","https://openalex.org/W2251166296","https://openalex.org/W2563702229","https://openalex.org/W2885381485","https://openalex.org/W2921559853","https://openalex.org/W2922234936","https://openalex.org/W2952278941","https://openalex.org/W3000315285","https://openalex.org/W3011721937","https://openalex.org/W3045719304","https://openalex.org/W3104128335","https://openalex.org/W3104217200","https://openalex.org/W3163930010","https://openalex.org/W6764250080"],"related_works":["https://openalex.org/W2912168137","https://openalex.org/W2771752657","https://openalex.org/W2936836059","https://openalex.org/W2920882006","https://openalex.org/W1567987063","https://openalex.org/W2391860589","https://openalex.org/W2030429945","https://openalex.org/W114878902","https://openalex.org/W2061295771","https://openalex.org/W4385221012"],"abstract_inverted_index":{"This":[0],"is":[1],"a":[2,14,69,154,163,205,219],"work-in-progress":[3],"innovative":[4],"practice":[5],"short":[6],"paper.":[7],"It":[8],"describes":[9],"exploratory":[10],"efforts":[11],"to":[12,38,67,104,108,113,150,177,225],"craft":[13,153],"new":[15,70,155],"undergraduate":[16,71],"course":[17,72,156,183,206],"at":[18],"the":[19,120,134,214],"juncture":[20],"of":[21,45,92,136,145,165],"Machine":[22],"Learning":[23],"(ML)":[24],"and":[25,36,40,75,90,112,117,130,159,171,182,194],"Software":[26],"Engineering":[27],"(SE).":[28],"Our":[29,122],"motivation":[30],"comes":[31],"from":[32,58,168],"recent":[33],"industry":[34,51],"practices":[35],"challenges":[37,167],"adopt":[39],"deploy":[41],"ML":[42,54,74,93,125,158,169],"as":[43,60,62],"part":[44],"software":[46],"development":[47],"projects.We":[48],"leverage":[49,105],"reported":[50,166],"experiences":[52],"by":[53],"practitioners,":[55],"research":[56],"findings":[57],"academia,":[59],"well":[61],"student":[63,88,189],"feedback,":[64],"in":[65,101,198],"order":[66],"create":[68],"where":[73],"SE":[76,106],"cross":[77],"paths.":[78],"Toward":[79],"this":[80,199],"end,":[81],"we":[82,174],"conducted":[83],"an":[84,146],"empirical":[85,147],"study":[86,148],"--":[87],"surveys":[89],"interviews":[91,123],"professionals.":[94],"Questionnaires":[95],"helped":[96,127,196],"us":[97,128,152,197],"measure":[98],"students\u2019":[99],"interest":[100],"learning":[102,180],"how":[103,173,188],"topics":[107],"develop":[109],"ML-based":[110],"systems,":[111],"gauge":[114],"their":[115,192],"expectations":[116,193],"concerns":[118,195],"about":[119,133],"course.":[121],"with":[124],"professionals":[126,170],"solicit":[129],"collect":[131],"recommendations":[132],"content":[135],"our":[137,140,211],"course.In":[138],"summary,":[139],"paper":[141],"presents":[142],"qualitative":[143],"results":[144],"launched":[149],"help":[151],"on":[157],"SE.":[160],"We":[161,185,201],"discuss":[162],"list":[164],"explain":[172],"match":[175],"them":[176],"related":[178],"academic":[179],"objectives":[181],"content.":[184],"also":[186],"describe":[187],"feedback":[190],"including":[191],"effort.":[200],"hope":[202],"that":[203],"such":[204],"will":[207,217],"not":[208],"only":[209],"prepare":[210],"students":[212],"for":[213,222],"workforce":[215],"but":[216],"provide":[218],"promising":[220],"example":[221],"other":[223],"institutions":[224],"follow.":[226]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
