{"id":"https://openalex.org/W4399390357","doi":"https://doi.org/10.3233/faia240230","title":"Facilitating Human Feedback for GenAI Prompt Optimization","display_name":"Facilitating Human Feedback for GenAI Prompt Optimization","publication_year":2024,"publication_date":"2024-06-05","ids":{"openalex":"https://openalex.org/W4399390357","doi":"https://doi.org/10.3233/faia240230"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240230","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240230","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"book-chapter","type_crossref":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080346697","display_name":"Jacob Sherson","orcid":"https://orcid.org/0000-0001-6048-587X"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Jacob Sherson","raw_affiliation_strings":["Center for Hybrid Intelligence, Dep. of Management, Aarhus University"],"affiliations":[{"raw_affiliation_string":"Center for Hybrid Intelligence, Dep. of Management, Aarhus University","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004917812","display_name":"Florent Vinchon","orcid":"https://orcid.org/0000-0003-3443-3683"},"institutions":[{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Florent Vinchon","raw_affiliation_strings":["Universit\u00e9 Paris-Cit\u00e9 and Gustave Eiffel, LAPEA, F-92100"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Cit\u00e9 and Gustave Eiffel, LAPEA, F-92100","institution_ids":["https://openalex.org/I4210154111","https://openalex.org/I204730241"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080346697"],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":null,"apc_paid":null,"fwci":8.675,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.999508,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":84,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.9408,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.9408,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.931,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14369","display_name":"Diverse Interdisciplinary Research Innovations","score":0.9216,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48058128}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240230","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240230","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2404.15304","pdf_url":"https://arxiv.org/pdf/2404.15304","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240230","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240230","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":6,"referenced_works":["https://openalex.org/W1983121850","https://openalex.org/W2066388792","https://openalex.org/W2080848514","https://openalex.org/W2123219869","https://openalex.org/W2145684123","https://openalex.org/W2954622495"],"related_works":["https://openalex.org/W4396701345","https://openalex.org/W4396696052","https://openalex.org/W4395014643","https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2001405890"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"the":[3,20,53,74],"optimization":[4],"of":[5,22],"Generative":[6],"AI":[7],"(GenAI)":[8],"systems":[9],"through":[10],"human":[11],"feedback,":[12],"focusing":[13],"on":[14,42],"how":[15],"varying":[16],"feedback":[17,67,98],"mechanisms":[18],"influence":[19],"quality":[21],"GenAI":[23,101],"outputs.":[24,57],"We":[25],"devised":[26],"a":[27,43,49],"Human-AI":[28],"training":[29],"loop":[30],"where":[31],"32":[32],"students,":[33],"divided":[34],"into":[35],"two":[36,56],"groups,":[37],"evaluated":[38],"AI-generated":[39],"responses":[40],"based":[41],"single":[44,50],"prompt.":[45],"One":[46],"group":[47],"assessed":[48],"output,":[51],"while":[52],"other":[54],"compared":[55],"Preliminary":[58],"results":[59],"from":[60],"this":[61],"small-scale":[62],"experiment":[63],"suggest":[64],"that":[65],"comparative":[66],"might":[68],"encourage":[69],"more":[70],"nuanced":[71],"evaluations,":[72],"highlighting":[73],"potential":[75],"for":[76,100],"improved":[77],"human-AI":[78],"collaboration":[79],"in":[80],"prompt":[81],"optimization.":[82],"Future":[83],"research":[84],"with":[85],"larger":[86],"samples":[87],"is":[88],"recommended":[89],"to":[90],"validate":[91],"these":[92],"findings":[93],"and":[94],"further":[95],"explore":[96],"effective":[97],"strategies":[99],"systems.":[102]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4399390357","counts_by_year":[],"updated_date":"2024-12-10T05:37:02.885028","created_date":"2024-06-07"}