使用 Dialogfow 的聊天机器人 PTIPD 客户服务中心服务

Arlan Joliansa Ndruru, Muhammad Fikry, Yusra
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摘要

聊天机器人研究是人工智能发展过程中的一项独特创新,在教育领域前景广阔。PTIPD UIN Suska Riau客户服务中心(C3)是大学提供信息服务的一种形式,负责处理学生提交的问题。然而,由于提交给 PTIPD 客户关怀中心的问题或困难太多,PTIPD 客户关怀中心很难回复学生提交的问题,服务变得无效,对提交问题的回复也变得迟缓。为了克服这一问题,我们使用 Dialogflow 为 PTIPD UIN Suska Riau 客户服务中心开发了聊天机器人,以改善服务并克服现有问题。Dialogflow 作为对话开发平台,使用自然语言处理(NLP)来理解和解释用户在对话中的意图。通过用户验收测试(UAT),聊天机器人的总体验收率达到 84%。这表明,用户(此处指学生)对在 PTIPD 客户服务中心使用聊天机器人反应积极。此外,还进行了可用性测试,以评估聊天机器人的可用性水平。根据测试结果,聊天机器人获得了 76 分,表明其与用户互动的可用性达到了良好水平。测试结果表明,PTIPD UIN Suska Riau 客户服务中心的聊天机器人提供了积极的用户体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chatbot PTIPD Customer Care Center Service using Dialogfow
Chatbot research is a unique innovation in the development of Artificial Intelli- gence and has promising prospects in the field of Education. One form of information service available at the university is the Customer Care Center (C3) PTIPD UIN Suska Riau, which is responsible for handling problems submitted by students. However, with so many questions or problems submitted to the PTIPD Customer Care Center, it is difficult for the PTIPD Cus- tomer Care Center to respond to student questions submitted, the service becomes ineffective and the response to the answers to the problems submitted becomes late. To overcome this problem, chatbot development was carried out for PTIPD UIN Suska Riau Customer Care Center Services using Dialogflow to improve services and overcome existing problems. Di- alogflow as conversation development platform that uses natural language processing (NLP) to understand and interpret user intent in conversations. Through User Acceptance Test (UAT) testing, the chatbot managed to achieve an acceptance rate of 84% overall. This shows that users, in this case, students respond positively to the use of chatbots in PTIPD Customer Care Center services. In addition, Usability Testing was also conducted to evaluate the level of usability of the chatbot. Based on this test, the chatbot achieved a score of 76, which indicates a good level of usability in interaction with users. The test results illustrate that the chatbot at the Customer Care Center PTIPD UIN Suska Riau has provided a positive user experience.
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