An Efficient Search for Context-Based Chatbots

A. Atiyah, S. Jusoh, Sufyan Almajali
{"title":"An Efficient Search for Context-Based Chatbots","authors":"A. Atiyah, S. Jusoh, Sufyan Almajali","doi":"10.1109/CSIT.2018.8486187","DOIUrl":null,"url":null,"abstract":"A chatbot is one of the Artificial Intelligence applications which has a capability of making human users to feel real and understood in real time. Using chatbot in any business process may increase customers' satisfaction as it is available 24/7 to entertain customers' needs. A chatbot is expected to be more efficient than a human personnel in responding to customers' questions. Thus, having a chatbot that is able to retrieve answers for all questions in a quick and efficient way is very desirable. The aim of this paper is to introduce a new method called B-Point Tree to increase the efficiency of searching for accurate answers by adding an additional data structure to the traditional BST algorithm. The performance of the B-Point Tree has been compared to the traditional BST, results of experiments suggest that B-Point Tree outperforms the traditional BST. The findings suggest that the B-Point Tree is able to enhance the efficiency of a chatbot.","PeriodicalId":267689,"journal":{"name":"2018 8th International Conference on Computer Science and Information Technology (CSIT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 8th International Conference on Computer Science and Information Technology (CSIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSIT.2018.8486187","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 17

Abstract

A chatbot is one of the Artificial Intelligence applications which has a capability of making human users to feel real and understood in real time. Using chatbot in any business process may increase customers' satisfaction as it is available 24/7 to entertain customers' needs. A chatbot is expected to be more efficient than a human personnel in responding to customers' questions. Thus, having a chatbot that is able to retrieve answers for all questions in a quick and efficient way is very desirable. The aim of this paper is to introduce a new method called B-Point Tree to increase the efficiency of searching for accurate answers by adding an additional data structure to the traditional BST algorithm. The performance of the B-Point Tree has been compared to the traditional BST, results of experiments suggest that B-Point Tree outperforms the traditional BST. The findings suggest that the B-Point Tree is able to enhance the efficiency of a chatbot.
基于上下文的聊天机器人的有效搜索
聊天机器人是一种人工智能应用程序,它具有使人类用户实时感受到真实和被理解的能力。在任何业务流程中使用聊天机器人都可以提高客户的满意度,因为它可以全天候满足客户的需求。在回答客户的问题方面,聊天机器人有望比人类员工更有效率。因此,拥有一个能够快速有效地检索所有问题的答案的聊天机器人是非常可取的。本文的目的是通过在传统的BST算法中增加一个额外的数据结构,引入一种新的b点树方法来提高搜索准确答案的效率。将b点树的性能与传统的BST进行了比较,实验结果表明b点树优于传统的BST。研究结果表明,b点树能够提高聊天机器人的效率。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书