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Vollmer, Anna-Lisa: Measurement and analysis of interactive behavior in tutoring action with children and robots. 2011
Inhalt
List of Figures
List of Tables
1 Introduction
1.1 Robots for Household Use
1.2 Robot Learning
1.3 Main Goals and Objectives
1.4 Outline
2 Social Interaction: Imitation Learning
2.1 The Question of What to Imitate
2.2 To Imitate or to Emulate—Definitions and Evidence from Neuro-Science and Behavioral Science
2.3 Imitation Learning Approaches in Robotics
2.4 Conclusion
3 Tutoring Behavior
3.1 Behavior Modifications in Infant-Directed Interaction
3.1.1 Motherese
3.1.2 Motionese
3.2 Operationalizing Motionese
3.2.1 Methodology of Qualitative Data Analysis
3.2.2 Annotations
3.2.3 Visualizations
3.2.4 Quantitative Measures for Motionese
4 Analyzing Tutoring Behavior
4.1 The Motionese Corpus
4.2 Motionese Compared to Modifications in Tutoring Robots
4.2.1 Data
4.2.2 Method
4.2.3 Results
4.3 Motionese Toward Children of Different Age
4.3.1 Data
4.3.2 Method
4.3.3 Results
4.4 Discussion
5 Analyzing Learner Behavior
5.1 Feedback: Children's Contribution to Tutoring Interactions
5.1.1 Data
5.1.2 Method
5.1.3 Group 1: Prelexical Infants (8 to 11 months)
5.1.4 Group 2: Early Lexical Infants (12 to 24 months)
5.1.5 Group 3: Lexical Infants (25 to 30 months)
5.2 Discussion
6 The Interactional Account of Motionese
6.1 On the Loop of the Tutor's Action Modifications and the Learner's Gaze
6.1.1 Data
6.1.2 Method
6.1.3 Starting Point: Variability of Hand Trajectories
6.1.4 Empirical Observations on the Interplay between the Tutor's Hand Motions and the Learner's Gaze
6.1.5 Systematization: From Empirical Observations to Formal Description
6.2 Discussion
7 A Human-Robot Interaction Study of Feedback in an Imitation Learning Scenario
7.1 Motivation to Investigate Online and Turn-based Feedback in a Demonstration-Action Loop
7.2 Design and Realization
7.2.1 Subjects
7.2.2 Setting and Experimental Conditions
7.2.3 Hypotheses
7.2.4 Technical Realization
7.3 Data Analysis
7.3.1 Methods
7.3.2 Results
7.4 Discussion
7.4.1 Feedback Strategies
8 Conclusion
References
A Conventions for Transcription
B Table Overviewing the Results of the Analysis of Tutoring Behavior
C Questionnaire for Human-Robot Interaction Study
D Interview for Human-Robot Interaction Study