{"id":"https://openalex.org/W4389111287","doi":"https://doi.org/10.1145/3628454.3628456","title":"Enhancing Novelty in ChatGPT Responses: Incorporating Random Word Brainstorming","display_name":"Enhancing Novelty in ChatGPT Responses: Incorporating Random Word Brainstorming","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389111287","doi":"https://doi.org/10.1145/3628454.3628456"},"language":"en","primary_location":{"id":"doi:10.1145/3628454.3628456","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628454.3628456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Advances in Information Technology","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088392357","display_name":"Pittawat Taveekitworachai","orcid":"https://orcid.org/0000-0002-6824-2634"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Pittawat Taveekitworachai","raw_affiliation_strings":["Graduate School of Information Science and Engineering, Ritsumeikan University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6824-2634","affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Engineering, Ritsumeikan University, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051359789","display_name":"Ruck Thawonmas","orcid":"https://orcid.org/0000-0001-9001-5828"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ruck Thawonmas","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9001-5828","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Japan","institution_ids":["https://openalex.org/I135768898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135768898"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9842000007629395,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/novelty","display_name":"Novelty","score":0.9408237934112549},{"id":"https://openalex.org/keywords/brainstorming","display_name":"Brainstorming","score":0.8572684526443481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7599316239356995},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6723018884658813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5548850297927856},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5198724269866943},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5123375654220581},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.468254417181015},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.4386417269706726},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4281705915927887},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.42449119687080383},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17256516218185425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10803103446960449},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.07784512639045715}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.9408237934112549},{"id":"https://openalex.org/C150672426","wikidata":"https://www.wikidata.org/wiki/Q191183","display_name":"Brainstorming","level":2,"score":0.8572684526443481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7599316239356995},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6723018884658813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5548850297927856},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5198724269866943},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5123375654220581},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.468254417181015},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.4386417269706726},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4281705915927887},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.42449119687080383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17256516218185425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10803103446960449},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07784512639045715},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3628454.3628456","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628454.3628456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Advances in Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G7597442563","display_name":"Comprehensive Research on a Situational Learning Environment for Japanese Culture Through Virtual Space","funder_award_id":"23K20189","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2019096529","https://openalex.org/W2281472351","https://openalex.org/W3035050048","https://openalex.org/W4389519239","https://openalex.org/W4392669753"],"related_works":["https://openalex.org/W2065132658","https://openalex.org/W2367925007","https://openalex.org/W3015724364","https://openalex.org/W4288263119","https://openalex.org/W2967994095","https://openalex.org/W2900126711","https://openalex.org/W4285240985","https://openalex.org/W4225162083","https://openalex.org/W3202115945","https://openalex.org/W2542958340"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,52],"new":[4],"prompting":[5],"approach":[6,65],"for":[7,58],"increasing":[8],"the":[9,63,80,86,95,118,123],"novelty":[10,28,160],"in":[11,20,42,48,77,155,161],"ChatGPT":[12,14,49,162],"responses.":[13,50,163],"has":[15],"proven":[16],"to":[17,44,114,147],"be":[18],"effective":[19],"generating":[21],"natural":[22,131],"language":[23,132],"responses;":[24],"however,":[25],"ensuring":[26],"response":[27],"remains":[29],"challenging.":[30],"Our":[31],"proposed":[32,68,90],"method,":[33],"inspired":[34],"by":[35],"random":[36,40,153],"word":[37,144],"brainstorming,":[38],"includes":[39],"words":[41,154],"prompts":[43,156],"introduce":[45],"more":[46],"diversity":[47],"Through":[51],"questionnaire-based":[53],"evaluation,":[54],"we":[55,137],"compared":[56,113],"preferences":[57,116],"solution":[59],"ideas":[60],"generated":[61],"using":[62],"standard":[64],"and":[66,107,143],"our":[67,75,89],"approach.":[69,91],"We":[70,92],"found":[71],"that":[72],"participants":[73],"preferred":[74],"technique":[76],"65%":[78,105],"of":[79,88,97,125],"20":[81],"problems.":[82],"The":[83],"results":[84,121],"suggest":[85,122],"effectiveness":[87],"also":[93],"explored":[94],"use":[96],"GPT":[98,127],"models":[99,128],"as":[100,129],"evaluators,":[101],"with":[102],"GPT-3.5":[103],"achieving":[104,109],"accuracy":[106,111],"GPT-4":[108],"70%":[110],"when":[112],"human":[115],"from":[117],"questionnaire.":[119],"These":[120],"potential":[124],"leveraging":[126],"noisy":[130],"evaluators.":[133],"For":[134],"future":[135],"studies,":[136],"recommend":[138],"focusing":[139],"on":[140],"prompt":[141],"engineering":[142],"list":[145],"design":[146],"further":[148],"improve":[149],"performance.":[150],"Overall,":[151],"incorporating":[152],"can":[157],"effectively":[158],"increase":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
