Title
Deep Reasoning in Clarification Dialogues with Mobile Robots
Abstract
This paper reports our work on qualitative reasoning based clarification dialogues in human-robot interaction on spatial navigation. To interpret humans' route instructions, a qualitative spatial model is introduced which represents the robot's beliefs in the application domain. Based on the qualitative spatial model, three tool-supported reasoning strategies are discussed which enable the robot to generate dialogues with differing degrees of clarification if knowledge mismatches or under-specifications in route instructions are detected. The influence of the reasoning strategies on human-robot dialogues is evaluated with an empirical study.
Year
DOI
Venue
2010
10.3233/978-1-60750-606-5-177
ECAI
Keywords
Field
DocType
application domain,spatial navigation,route instruction,clarification dialogue,human-robot dialogue,human-robot interaction,mobile robots,clarification dialogues,qualitative reasoning,reasoning strategy,deep reasoning,qualitative spatial model,tool-supported reasoning strategy,mobile robot
Spatial model,Computer science,Artificial intelligence,Application domain,Robot,Spatial memory,Mobile robot,Empirical research,Qualitative reasoning
Conference
Volume
ISSN
Citations 
215
0922-6389
2
PageRank 
References 
Authors
0.37
11
4
Name
Order
Citations
PageRank
Cui Jian1386.35
Desislava Zhekova2527.89
Hui Shi320.37
John Bateman4394.71