Jianming Wu, Donghuo Zeng, Bo Yang, Gen Hattori, Y. Takishima, Yuta Hagio, Marina Kamimura, Yuta Hoshi, Yutaka Kaneko, Yusei Nishimoto
{"title":"TV-watching Companion Robot Supported by Open-domain Chatbot “KACTUS”","authors":"Jianming Wu, Donghuo Zeng, Bo Yang, Gen Hattori, Y. Takishima, Yuta Hagio, Marina Kamimura, Yuta Hoshi, Yutaka Kaneko, Yusei Nishimoto","doi":"10.1145/3490632.3497865","DOIUrl":null,"url":null,"abstract":"Watching TV once encouraged generations of families and friends [11] to communicate and share empathy. However, the Internet is changing how we watch TV and reducing interaction, leading to problems such as lack of self-control and inadequate communication skills [17]. To understand the conversations while watching TV, we design a scheme based on human conversational behavior [2], and then develop a prototype of TV-watching companion robot supported by the chatbot “KACTUS” [20]. The robot generates a disclosure utterance (e.g., ”I like elephants”) with extracted keywords from the TV program in “TV-watching mode” and uses a cross-topic dialogue management method from “KACTUS” with question utterance to respond with rich conversations in ”Conversation mode”. The robot switches between these two modes at a preset ratio (TV-watching:3, Conversation:1) and behaves like a human enjoying TV-watching. The result of initial experiment shows that three groups of participants enjoyed talking with the robot and the question about their interests in the robot were rated 6.5 (7-levels: ascending from ”extremely disagree” to ”extremely agree”).","PeriodicalId":158762,"journal":{"name":"Proceedings of the 20th International Conference on Mobile and Ubiquitous Multimedia","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 20th International Conference on Mobile and Ubiquitous Multimedia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3490632.3497865","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
Watching TV once encouraged generations of families and friends [11] to communicate and share empathy. However, the Internet is changing how we watch TV and reducing interaction, leading to problems such as lack of self-control and inadequate communication skills [17]. To understand the conversations while watching TV, we design a scheme based on human conversational behavior [2], and then develop a prototype of TV-watching companion robot supported by the chatbot “KACTUS” [20]. The robot generates a disclosure utterance (e.g., ”I like elephants”) with extracted keywords from the TV program in “TV-watching mode” and uses a cross-topic dialogue management method from “KACTUS” with question utterance to respond with rich conversations in ”Conversation mode”. The robot switches between these two modes at a preset ratio (TV-watching:3, Conversation:1) and behaves like a human enjoying TV-watching. The result of initial experiment shows that three groups of participants enjoyed talking with the robot and the question about their interests in the robot were rated 6.5 (7-levels: ascending from ”extremely disagree” to ”extremely agree”).