Human behaviour in multimodal interaction: main effects of civic action and interpersonal and problem-solving skills

Metacognitive skill training may rest within any kind of social interaction that requires awareness of what an individual and others think, in social, educational and organizational settings alike. This work is an extensive study of multimodal application interaction (virtual agent, spoken dialogue,...

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Vydáno v:Journal of ambient intelligence and humanized computing Ročník 11; číslo 12; s. 5991 - 6006
Hlavní autoři: Makri, Eleni, Spiliotopoulos, Dimitris, Vassilakis, Costas, Margaris, Dionisis
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2020
Springer Nature B.V
Témata:
Artificial Intelligence
Attitudes
Citizenship education
Cognition & reasoning
Cognitive ability
Computational Intelligence
Engineering
Human behavior
Interactive computer systems
Knowledge
Metacognition
Negotiations
Original Research
Problem solving
Robotics and Automation
Self-efficacy
Skills
Social factors
Social interaction
Training
User Interfaces and Human Computer Interaction
Individual- and community-level related attitudes and skills
Skill training
Human behaviour
Metacognitive
Multimodal interaction
ISSN:1868-5137, 1868-5145
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Shrnutí:Metacognitive skill training may rest within any kind of social interaction that requires awareness of what an individual and others think, in social, educational and organizational settings alike. This work is an extensive study of multimodal application interaction (virtual agent, spoken dialogue, visual communication of progress) for metacognitive skill training via negotiation skill training scenarios. Human behaviour, as effected by civic action and interpersonal and problem-solving skill training, is investigated through interaction sessions with a virtual agent on multimodal multiparty negotiation. This work reports on the results of the user-system evaluation sessions involving 41 participants before and after interaction with the system, integrating macro- (dialogue system performance) and micro- (metacognitive-related and individual- and community-level-related attitudes and skills) factors. Findings indicate significant and positive relationships between user and system evaluation questions after interaction with the dialogue system and between self-efficacy, self-regulation, individual readiness to change, mastery goal orientation, interpersonal and problem-solving skills and civic action before and after the interaction experience. Implications, limitations and further research issues are discussed in light of context of the multimodal interaction and its effects on the human behaviour during metacognitive skill training.
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ISSN:1868-5137
1868-5145
DOI:10.1007/s12652-020-01846-x