2018 Fiscal Year Final Research Report
Cognitive analysis and modeling of child-adult interactions
Project Area | Cognitive Interaction Design: A Model-Based Understanding of Communication and its Application to Artifact Design |
Project/Area Number |
26118003
|
Research Category |
Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
|
Allocation Type | Single-year Grants |
Review Section |
Complex systems
|
Research Institution | The University of Electro-Communications |
Principal Investigator |
Nagai Takayuki 電気通信大学, 大学院情報理工学研究科, 特任教授 (40303010)
|
Co-Investigator(Kenkyū-buntansha) |
岡 夏樹 京都工芸繊維大学, 情報工学・人間科学系, 教授 (20362585)
大森 隆司 玉川大学, 工学部, 教授 (50143384)
中村 友昭 電気通信大学, 大学院情報理工学研究科, 助教 (50723623)
田中 一晶 京都工芸繊維大学, 情報工学・人間科学系, 助教 (70721877)
|
Research Collaborator |
Fukada Chie
|
Project Period (FY) |
2014-07-10 – 2019-03-31
|
Keywords | 他者モデル / 子どもー大人インタラクション / リトミック / 模倣 / 集団 |
Outline of Final Research Achievements |
In this study, we aimed to understand the mental dynamics of interaction based on "mental model of others" in child-adult interaction. The specific task is to understand “mental model of others” from a cognitive viewpoint and to build its computational model. And then the dynamical mental process of agents, which have the mental model of others and adapt to each other, is examined. At first, we proposed a model using probabilistic model and deep learning, and showed the possibility that these models can represent the behavior of the interaction between childcare workers and children. We also showed by simulation that two agents with the developed model mutually adapt.
|
Free Research Field |
人工知能
|
Academic Significance and Societal Importance of the Research Achievements |
HAIにおいて,他者モデルを基盤としたインタラクションの心的ダイナミクスをモデル化している例はほとんどなく,その足掛かりを得たという意味で,本研究成果の学術的意義は大きい.本研究から得られるモデルが,子ども-人工物インタラクションの新たな局面を引き出すことになり,実社会への影響も大きいと考える.特に,育児や保育の現場にこうした成果を応用することを考えており,それにより,現在,育児や保育の現場が抱えている様々な問題を解決できる可能性がある.
|