Learning through Embodied Conversational Agents with Semantic Memory

被引:0
作者
Garrido, P. [1 ]
Martinez, F. J. [1 ]
Barrachina, J. [2 ]
Baldassarri, S. [1 ]
Cerezo, E. [1 ]
Seron, F. J. [3 ,4 ]
机构
[1] Univ Zaragoza, Comp Sci & Syst Engn Dept, C Pedro Cerbuna 12, E-50009 Zaragoza, Spain
[2] Univ Zaragoza, C Pedro Cerbuna 12, E-50009 Zaragoza, Spain
[3] Univ Zaragoza, Adv Comp Graph Grp, E-50009 Zaragoza, Spain
[4] Univ Zaragoza, Polytech Ctr, E-50009 Zaragoza, Spain
关键词
embodied conversational agent; maxine; factual knowledge; learning; semantic memory; SUPERIMPOSED INFORMATION; ARCHITECTURE; ONTOLOGIES; QUALITY;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Embodied Conversational Agents (ECAs) are interactive characters that exhibit human-like qualities, such as facial expressions, lip-synch, or emotional voice, and are able to communicate with humans, or with other ECAs by using natural human capabilities (speech, gestures, etc.). However, to make current ECAs' dialogue management strategies more appealing and real to the user, they should be aware of general knowledge about the external world. This factual knowledge, which is independent of personal experience, should be stored in their semantic memory. This paper presents a knowledge-based solution to improve learning through ECAs with factual knowledge based on semantics. In particular, we build this semantic memory by means of a novel proposal known as Daira. Moreover, we integrated Daira with Maxine, a powerful animation engine for developing applications with embodied animated agents. To illustrate the potential of our approach, we designed a proof of concept in which our system is able to provide data from the online Great Aragonese Encyclopedia (GEA), written in Spanish, to engage students. The experiments performed show the feasibility and efficiency of our proposal. In particular, we demonstrated that using enriched ECAS when searching information can enhance learning motivation and learning performance, making the interaction process much more accurate, simpler, and near to the students.
引用
收藏
页码:442 / 457
页数:16
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