{"id":"https://openalex.org/W4404031537","doi":"https://doi.org/10.1109/icccnt61001.2024.10724424","title":"Personality Based Text Generation","display_name":"Personality Based Text Generation","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031537","doi":"https://doi.org/10.1109/icccnt61001.2024.10724424"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5107881767","display_name":"S Priyanka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Priyanka","raw_affiliation_strings":["Kongu Engineering College Perundurai,Department of Artificial Intelligence,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College Perundurai,Department of Artificial Intelligence,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046174631","display_name":"S. Santhiya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Santhiya","raw_affiliation_strings":["Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081664481","display_name":"S Keerthika","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Keerthika","raw_affiliation_strings":["Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093896402","display_name":"B Divyadharshini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B Divyadharshini","raw_affiliation_strings":["Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113917124","display_name":"Piyush Madan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P Madan","raw_affiliation_strings":["Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114511658","display_name":"Ms Yaswin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ms Yaswin","raw_affiliation_strings":["Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College Perundurai,Department of Artificial Intelligence and Machine Learning,Erode,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3556,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57533312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.8907999992370605,"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":0.8907999992370605,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.8858000040054321,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.7944999933242798,"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/personality","display_name":"Personality","score":0.6084679365158081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.549537181854248},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2873592972755432},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.15279695391654968}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6084679365158081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.549537181854248},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2873592972755432},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.15279695391654968}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W145090004","https://openalex.org/W2599743206","https://openalex.org/W2782449727","https://openalex.org/W2962796276","https://openalex.org/W2963544700","https://openalex.org/W2964352131","https://openalex.org/W2973765428","https://openalex.org/W2984004948","https://openalex.org/W3030907399","https://openalex.org/W3202623549","https://openalex.org/W4285132582","https://openalex.org/W4294763282","https://openalex.org/W4366583929","https://openalex.org/W4391678114","https://openalex.org/W4392944861","https://openalex.org/W4394713023","https://openalex.org/W6713145454","https://openalex.org/W6752096331","https://openalex.org/W6810111936","https://openalex.org/W6863448395"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,55,155],"rise":[1],"of":[2,114,127,135,184],"chatbots":[3],"in":[4,116],"applications":[5],"like":[6],"customer":[7],"service":[8],"and":[9,23,65,93,148,177],"companionship":[10],"highlights":[11],"the":[12,41,45,73,78,107,121,128,153,170,182],"need":[13],"for":[14,72,80,98],"personalized":[15],"experiences.":[16],"Current":[17],"limitations":[18],"often":[19],"cause":[20],"user":[21,143],"frustration":[22],"disengagement.":[24],"This":[25],"work":[26],"proposes":[27],"a":[28,82,111,161],"novel":[29],"approach":[30,57],"to":[31,40,131,159,174],"enhance":[32],"chatbot":[33,163],"interactions":[34,151],"by":[35],"dynamically":[36],"adapting":[37],"text":[38,69,100,130],"generation":[39],"user\u2019s":[42,171],"personality":[43,48,83,118,136],"using":[44],"Big":[46,74],"Five":[47,75],"traits":[49,76],"(Openness,":[50],"Conscientiousness,":[51],"Extroversion,":[52],"Agreeableness,":[53],"Neuroticism).":[54],"proposed":[56],"involves":[58,124],"multiple":[59],"stages,":[60],"starting":[61],"with":[62,110,152],"data":[63],"acquisition":[64],"preprocessing.":[66],"A":[67],"large":[68],"dataset":[70],"annotated":[71],"forms":[77],"foundation":[79],"training":[81],"analysis":[84],"model.":[85],"Neural":[86],"network":[87],"models":[88],"such":[89],"as":[90],"GPT-3,":[91],"CTRL,":[92],"GPT-Neo":[94,104],"2.7B":[95,105],"are":[96],"evaluated":[97],"personality-based":[99],"generation.":[101],"Among":[102],"these,":[103],"shows":[106],"best":[108],"performance,":[109],"BLEU":[112],"score":[113],"0.65,":[115],"capturing":[117],"nuances.":[119],"Evaluating":[120],"system\u2019s":[122],"effectiveness":[123],"human":[125],"assessment":[126],"generated":[129],"ensure":[132],"accurate":[133],"translation":[134],"indicators":[137],"into":[138],"appropriate":[139],"communication":[140],"styles.":[141],"Additionally,":[142],"studies":[144],"will":[145],"measure":[146],"satisfaction":[147],"engagement":[149,176],"during":[150],"chatbot.":[154],"primary":[156],"goal":[157],"is":[158],"develop":[160],"functional":[162],"prototype":[164],"that":[165],"personalizes":[166],"responses":[167],"based":[168],"on":[169],"personality,":[172],"leading":[173],"improved":[175],"satisfaction,":[178],"thereby":[179],"significantly":[180],"advancing":[181],"field":[183],"human-computer":[185],"interaction.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
