Development of OpenAI API Based Chatbot to Improve User Interaction on the JBMS Website

G-Tech Pub Date : 2023-10-07 DOI:10.33379/gtech.v7i4.3301
Gerald Santoso, Johan Setiawan, Agus Sulaiman
{"title":"Development of OpenAI API Based Chatbot to Improve User Interaction on the JBMS Website","authors":"Gerald Santoso, Johan Setiawan, Agus Sulaiman","doi":"10.33379/gtech.v7i4.3301","DOIUrl":null,"url":null,"abstract":"This study presents an innovative chatbot, powered by OpenAI API, designed to enhance the user experience on the Journal of Business, Management, and Social Studies (JBMS) website. Chatbots have gained prominence for improving online interactions and information retrieval. The chatbot's development followed a structured prototype methodology, including Requirement Gathering, Prototype Building, Requirement Refinement, Customer Evaluation, and Design and Implementation. User Acceptance Testing (UAT) scored an average of 4.14, signifying high user satisfaction. UAT results showed positive user experiences and satisfaction with the chatbot. Integration of OpenAI API improved information extraction from journal articles and personalized article recommendations. Stakeholder feedback from JBMS's CEO, students, and UMN lecturers affirmed high satisfaction levels. Future research will refine the chatbot's features to align better with user needs, solidifying its role as an innovative tool for information retrieval within JBMS, and enhancing user service.","PeriodicalId":486638,"journal":{"name":"G-Tech","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"G-Tech","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33379/gtech.v7i4.3301","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This study presents an innovative chatbot, powered by OpenAI API, designed to enhance the user experience on the Journal of Business, Management, and Social Studies (JBMS) website. Chatbots have gained prominence for improving online interactions and information retrieval. The chatbot's development followed a structured prototype methodology, including Requirement Gathering, Prototype Building, Requirement Refinement, Customer Evaluation, and Design and Implementation. User Acceptance Testing (UAT) scored an average of 4.14, signifying high user satisfaction. UAT results showed positive user experiences and satisfaction with the chatbot. Integration of OpenAI API improved information extraction from journal articles and personalized article recommendations. Stakeholder feedback from JBMS's CEO, students, and UMN lecturers affirmed high satisfaction levels. Future research will refine the chatbot's features to align better with user needs, solidifying its role as an innovative tool for information retrieval within JBMS, and enhancing user service.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于OpenAI API的聊天机器人开发,提高JBMS网站的用户交互性
本研究提出了一个创新的聊天机器人,由OpenAI API驱动,旨在增强商业,管理和社会研究杂志(JBMS)网站的用户体验。聊天机器人在改善在线互动和信息检索方面获得了突出的地位。聊天机器人的开发遵循结构化的原型方法,包括需求收集、原型构建、需求细化、客户评估以及设计和实现。用户接受测试(UAT)的平均得分为4.14,表明用户满意度很高。UAT结果显示,用户体验良好,对聊天机器人也很满意。OpenAI API的集成改进了期刊文章和个性化文章推荐的信息提取。来自JBMS首席执行官、学生和UMN讲师的利益相关者反馈肯定了高满意度。未来的研究将完善聊天机器人的功能,以更好地满足用户需求,巩固其作为JBMS内信息检索的创新工具的作用,并增强用户服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Analisis Perbandingan Metode Sinusoidal Pulse Width Modulation (SPWM) dan Kontrol Arus Ramp Comparison Current Control Pada Inverter Satu Fasa Klasterisasi Pola Kemiripan Harga Saham Menggunakan Metode Hirarki Analisa Penerapan K3 dengan Metode FMEA dan FTA pada PT. Sumber Alam Santoso Pratama Banyuwangi Upaya Pengendalian Kualitas Kadar Moishture Terigu Menggunakan Metode Failure Mode Effect Analysis dan Analisis Cost Of Poor Quality Pada PT. XYZ Manajemen Penggunaan Energi Baterai pada Mikrokontroler Berbasis Soft Latching Circuit
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1