{"id":"https://openalex.org/W3196006240","doi":"https://doi.org/10.1145/3472673.3473966","title":"Towards authentic undergraduate research experiences in software engineering and machine learning","display_name":"Towards authentic undergraduate research experiences in software engineering and machine learning","publication_year":2021,"publication_date":"2021-08-19","ids":{"openalex":"https://openalex.org/W3196006240","doi":"https://doi.org/10.1145/3472673.3473966","mag":"3196006240"},"language":"en","primary_location":{"id":"doi:10.1145/3472673.3473966","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472673.3473966","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Education through Advanced Software Engineering and Artificial Intelligence","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/A5113392439","display_name":"Suranjan Chakraborty","orcid":null},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suranjan Chakraborty","raw_affiliation_strings":["Towson University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Towson University, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061780139","display_name":"Lin Deng","orcid":"https://orcid.org/0000-0003-0588-643X"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin Deng","raw_affiliation_strings":["Towson University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Towson University, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074570632","display_name":"Josh Dehlinger","orcid":"https://orcid.org/0000-0001-7543-694X"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh Dehlinger","raw_affiliation_strings":["Towson University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Towson University, USA","institution_ids":["https://openalex.org/I4322298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4897,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72196844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2857","issue":null,"first_page":"54","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9904000163078308,"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"}},{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/authentic-learning","display_name":"Authentic learning","score":0.7971863746643066},{"id":"https://openalex.org/keywords/undergraduate-research","display_name":"Undergraduate research","score":0.6907601952552795},{"id":"https://openalex.org/keywords/undergraduate-education","display_name":"Undergraduate education","score":0.5333746671676636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5178273320198059},{"id":"https://openalex.org/keywords/undergraduate-student","display_name":"Undergraduate student","score":0.48780015110969543},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48749303817749023},{"id":"https://openalex.org/keywords/survey-research","display_name":"Survey research","score":0.42022570967674255},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3801477551460266},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3552517890930176},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3367294669151306},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2962087392807007},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.2597161531448364},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19936084747314453}],"concepts":[{"id":"https://openalex.org/C2780896845","wikidata":"https://www.wikidata.org/wiki/Q17152984","display_name":"Authentic learning","level":2,"score":0.7971863746643066},{"id":"https://openalex.org/C2779041819","wikidata":"https://www.wikidata.org/wiki/Q10302238","display_name":"Undergraduate research","level":2,"score":0.6907601952552795},{"id":"https://openalex.org/C2986314682","wikidata":"https://www.wikidata.org/wiki/Q1430192","display_name":"Undergraduate education","level":2,"score":0.5333746671676636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5178273320198059},{"id":"https://openalex.org/C3018949086","wikidata":"https://www.wikidata.org/wiki/Q1430192","display_name":"Undergraduate student","level":2,"score":0.48780015110969543},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48749303817749023},{"id":"https://openalex.org/C173481278","wikidata":"https://www.wikidata.org/wiki/Q7257997","display_name":"Survey research","level":2,"score":0.42022570967674255},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3801477551460266},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3552517890930176},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3367294669151306},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2962087392807007},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2597161531448364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19936084747314453},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472673.3473966","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472673.3473966","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Education through Advanced Software Engineering and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"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":13,"referenced_works":["https://openalex.org/W1809909304","https://openalex.org/W1982135095","https://openalex.org/W2097359487","https://openalex.org/W2147646534","https://openalex.org/W2196194190","https://openalex.org/W2277273257","https://openalex.org/W2463553622","https://openalex.org/W2961502088","https://openalex.org/W3003472398","https://openalex.org/W3169860667","https://openalex.org/W3189373506","https://openalex.org/W3200595342","https://openalex.org/W4235737140"],"related_works":["https://openalex.org/W3117228710","https://openalex.org/W2146865170","https://openalex.org/W2605475386","https://openalex.org/W4252984580","https://openalex.org/W2045342426","https://openalex.org/W1978050126","https://openalex.org/W2011555532","https://openalex.org/W2923031071","https://openalex.org/W1485689156","https://openalex.org/W3196006240"],"abstract_inverted_index":{"Authentic":[0],"undergraduate":[1,32,43,64,82],"research":[2,48,65,83],"experiences":[3,61],"have":[4],"been":[5],"shown":[6],"to":[7,73],"be":[8],"very":[9],"effective":[10],"at":[11],"sustaining":[12],"students\u2019":[13,18,75],"learning":[14,54,87],"motivation":[15],"and":[16,21,46,58,67],"enhancing":[17],"theoretical":[19],"knowledge":[20],"practical":[22],"skills.":[23],"However,":[24],"there":[25],"still":[26],"exists":[27],"some":[28],"common":[29],"challenges":[30],"in":[31,80,85],"research.":[33],"In":[34],"this":[35,94],"paper,":[36],"we":[37],"describe":[38],"an":[39],"approach":[40],"that":[41],"offers":[42],"students":[44],"authentic":[45,81],"immersive":[47],"experience":[49,77],"focusing":[50],"on":[51],"applied":[52],"machine":[53,86],"for":[55,88],"software":[56,89],"engineering":[57],"discuss":[59],"our":[60],"with":[62],"example":[63],"projects":[66,84],"outcomes.":[68],"A":[69],"survey":[70,95],"was":[71],"designed":[72],"assess":[74],"overall":[76],"of":[78],"participating":[79],"engineering.":[90],"Preliminary":[91],"results":[92],"from":[93],"are":[96],"provided.":[97]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
