{"id":"https://openalex.org/W4405371303","doi":"https://doi.org/10.3390/bdcc8120188","title":"Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications","display_name":"Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4405371303","doi":"https://doi.org/10.3390/bdcc8120188"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc8120188","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8120188","pdf_url":"https://www.mdpi.com/2504-2289/8/12/188/pdf?version=1734080290","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/8/12/188/pdf?version=1734080290","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042257674","display_name":"Ramteja Sajja","orcid":"https://orcid.org/0000-0002-2432-2472"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ramteja Sajja","raw_affiliation_strings":["Department of Electrical Computer Engineering, University of Iowa, Iowa City, IA 52242, USA","IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":"https://orcid.org/0000-0002-2432-2472","affiliations":[{"raw_affiliation_string":"Department of Electrical Computer Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023500399","display_name":"Carlos Erazo Ramirez","orcid":"https://orcid.org/0000-0003-4337-2325"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Erazo Ramirez","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Iowa, Iowa City, IA 52242, USA","IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035541873","display_name":"Zhouyayan Li","orcid":"https://orcid.org/0000-0002-1261-3408"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhouyayan Li","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Iowa, Iowa City, IA 52242, USA","IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063643206","display_name":"Bekir Zahit Demiray","orcid":"https://orcid.org/0000-0002-3297-7276"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bekir Z. Demiray","raw_affiliation_strings":["Graduate Program in Informatics, University of Iowa, Iowa City, IA 52242, USA","IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","Department of Informatics, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Informatics, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Informatics, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081747005","display_name":"Yusuf Sermet","orcid":"https://orcid.org/0000-0003-1516-8335"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yusuf Sermet","raw_affiliation_strings":["IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":"https://orcid.org/0000-0003-1516-8335","affiliations":[{"raw_affiliation_string":"IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078658866","display_name":"\u0130brahim Demir","orcid":"https://orcid.org/0000-0002-0461-1242"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ibrahim Demir","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Iowa, Iowa City, IA 52242, USA","Department of Electrical Computer Engineering, University of Iowa, Iowa City, IA 52242, USA","Graduate Program in Informatics, University of Iowa, Iowa City, IA 52242, USA","IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","Department of Informatics, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":"https://orcid.org/0000-0002-0461-1242","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Electrical Computer Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Graduate Program in Informatics, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"IIHR\u2014Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"Department of Informatics, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042257674"],"corresponding_institution_ids":["https://openalex.org/I126307644"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.8278,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91118987,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"8","issue":"12","first_page":"188","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.9544000029563904,"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/generative-grammar","display_name":"Generative grammar","score":0.7472482919692993},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.682209312915802},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.582169771194458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43468719720840454},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3420953154563904},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.32927608489990234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2658001184463501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23022910952568054}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7472482919692993},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.682209312915802},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.582169771194458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43468719720840454},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3420953154563904},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.32927608489990234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2658001184463501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23022910952568054},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/bdcc8120188","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8120188","pdf_url":"https://www.mdpi.com/2504-2289/8/12/188/pdf?version=1734080290","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b36c3b21e0044d45a3e2aa267e24ba6e","is_oa":true,"landing_page_url":"https://doaj.org/article/b36c3b21e0044d45a3e2aa267e24ba6e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 8, Iss 12, p 188 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/bdcc8120188","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8120188","pdf_url":"https://www.mdpi.com/2504-2289/8/12/188/pdf?version=1734080290","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G136433309","display_name":null,"funder_award_id":"NA22NWS4320003","funder_id":"https://openalex.org/F4320332181","funder_display_name":"National Oceanic and Atmospheric Administration"},{"id":"https://openalex.org/G3590041490","display_name":null,"funder_award_id":"NA22NWS4320003","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5290300712","display_name":null,"funder_award_id":"2230710","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7382789994","display_name":null,"funder_award_id":"2230710","funder_id":"https://openalex.org/F4320332181","funder_display_name":"National Oceanic and Atmospheric Administration"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4405371303.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1998732547","https://openalex.org/W2283937986","https://openalex.org/W2463128164","https://openalex.org/W2597179093","https://openalex.org/W2742984282","https://openalex.org/W2809325517","https://openalex.org/W2811064840","https://openalex.org/W2840456350","https://openalex.org/W2904036058","https://openalex.org/W2906862862","https://openalex.org/W3081921942","https://openalex.org/W3205607555","https://openalex.org/W4360615722","https://openalex.org/W4379386617","https://openalex.org/W4383312437","https://openalex.org/W4383818129","https://openalex.org/W4385175044","https://openalex.org/W4386584937","https://openalex.org/W4386584984","https://openalex.org/W4390315357","https://openalex.org/W4390490759","https://openalex.org/W4390621457","https://openalex.org/W4391799817","https://openalex.org/W4391974211","https://openalex.org/W4392563703","https://openalex.org/W4400410371","https://openalex.org/W4400664785","https://openalex.org/W4400776808","https://openalex.org/W4401587116","https://openalex.org/W4401733325","https://openalex.org/W4401856247","https://openalex.org/W4402356668","https://openalex.org/W4402988539","https://openalex.org/W4403259444","https://openalex.org/W4403454849","https://openalex.org/W4404742117","https://openalex.org/W4405276448","https://openalex.org/W6725368648","https://openalex.org/W6861717888","https://openalex.org/W6870095031","https://openalex.org/W6872029176","https://openalex.org/W6873029592"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W1501776718","https://openalex.org/W2615136228","https://openalex.org/W657108774","https://openalex.org/W2390192952","https://openalex.org/W2480620430","https://openalex.org/W2373296418","https://openalex.org/W1515761309"],"abstract_inverted_index":{"Hackathons":[0],"have":[1,40],"become":[2],"essential":[3],"in":[4],"the":[5,77,87,106],"software":[6],"industry,":[7],"fostering":[8],"innovation":[9],"and":[10,16,35,53,61,70,102,118,130],"skill":[11],"development":[12],"for":[13,23,120],"both":[14],"organizations":[15],"students.":[17],"These":[18],"events":[19],"facilitate":[20],"rapid":[21],"prototyping":[22],"companies":[24],"while":[25,104],"providing":[26],"students":[27],"with":[28],"hands-on":[29],"learning":[30,63,68,100],"opportunities":[31],"that":[32],"bridge":[33],"theory":[34],"practice.":[36],"Over":[37],"time,":[38],"hackathons":[39],"evolved":[41],"from":[42],"competitive":[43],"arenas":[44],"into":[45,124],"dynamic":[46],"educational":[47,131],"platforms,":[48],"promoting":[49],"collaboration":[50],"between":[51],"academia":[52],"industry.":[54],"The":[55,113],"integration":[56],"of":[57,79,90],"artificial":[58],"intelligence":[59],"(AI)":[60],"machine":[62],"is":[64],"transforming":[65],"hackathons,":[66,126],"enhancing":[67],"experiences,":[69],"introducing":[71],"ethical":[72,107],"considerations.":[73],"This":[74],"study":[75],"examines":[76],"impact":[78],"generative":[80],"AI":[81,96,123],"tools":[82],"on":[83],"technological":[84],"decision-making":[85],"during":[86],"2023":[88],"University":[89],"Iowa":[91],"Hackathon.":[92],"It":[93],"analyzes":[94],"how":[95],"influences":[97],"project":[98],"efficiency,":[99],"outcomes,":[101],"collaboration,":[103],"addressing":[105],"challenges":[108],"posed":[109],"by":[110],"its":[111],"use.":[112],"findings":[114],"offer":[115],"actionable":[116],"insights":[117],"strategies":[119],"effectively":[121],"integrating":[122],"future":[125],"balancing":[127],"innovation,":[128],"ethics,":[129],"value.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}