Tuning a conversation strategy for interactive recommendations in a chatbot setting
Tuning a conversation strategy for interactive recommendations in a chatbot setting
复制标题
在聊天机器人设置中调整交互式推荐的对话策略
DOI：
10.1080/24751839.2018.1544818
复制
发表时间：
2019
影响因子：
2.7
通讯作者：
Kazuhiro Kuwabara and Hung-Hsuan Huang
中科院分区：
文献类型：
--
作者：
Yuichiro Ikemoto;Varit Asawavetvutt;Kazuhiro Kuwabara and Hung-Hsuan Huang
This paper presents a conversation strategy for interactive recommendations using a chatbot. Chatbots have recently been attracting attention for their use as a flexible user interface. To develop an effective chatbot, it is important to determine what kind of questions to ask, what information should be provided, and how to process a user's responses for a given task. In this paper, we target a chatbot that uses a graphical user interface (GUI) and focus on the task of recommending an item that suits a user's preference. We propose a conversation strategy where a chatbot combines questions about a user's preferences and recommendations while soliciting user's feedback to them. The balance between the questions and recommendations is controlled by changing the parameter values. In addition, we propose a simulation model to evaluate the performance of interactive recommendation under different parameter values. The simulation results with a prototype dataset are presented and discussed.
登录
查看更多内容
DOI：
--
发表时间：
2015
期刊：
影响因子：
--
作者：
Shiho Arima;Shingo Kuroiwa;Yasuo Horiuchi;Daisuke Furukawa
通讯作者：
Daisuke Furukawa
用于构建多功能会话代理的模块化框架
DOI：
10.1109/cisis.2011.95
发表时间：
2011
期刊：
2011 International Conference on Complex, Intelligent, and Software Intensive Systems
影响因子：
--
作者：
A. Augello;M. Scriminaci;S. Gaglio;G. Pilato
通讯作者：
G. Pilato
使用无服务器计算构建聊天机器人
DOI：
--
发表时间：
2016
期刊：
MOTA@Middleware
影响因子：
--
作者：
Mengting Yan;Paul C. Castro;P. Cheng;Vatche Isahagian
通讯作者：
Vatche Isahagian
推荐系统中的最小交互搜索
DOI：
10.1145/2678025.2701367
发表时间：
2015
期刊：
Proceedings of the 20th International Conference on Intelligent User Interfaces
影响因子：
--
作者：
B. Kveton;S. Berkovsky
通讯作者：
S. Berkovsky