DBLP:conf/flairs/McGuinnessGWS07 +, KSL-07-03 +, KSL-06-06 + redirect page
Explaining Task Processing in Cognitive Assistants that Learn + Has identifier
Explaining Task Processing in Cognitive Assistants that Learn + Ksl tr id
| Explaining Task Processing in Cognitive Assistants that Learn |
Bibtype
inproceedings
Has publishing details
May,2007
Has title
Explaining Task Processing in Cognitive Assistants that Learn
Has where published
Proceedings of the 20th International FLAIRS Conference (FLAIRS-20)
Has year
2007
Title
Explaining Task Processing in Cognitive Assistants that Learn
Year
2007
Abstract
As personal assistant software matures and … As personal assistant software matures and assumes more autonomous control of user activities, it becomes more critical that this software can explain its task processing. It must be able to tell the user why it is doing what it is doing, and instill trust in the user that its task knowledge reflects standard practice and is being appropriately applied. We will describe the ICEE (Integrated Cognitive Explanation Environment) explanation system and its application to explaining task reasoning. Key features include (1) an architecture designed for re-use among different task execution systems; (2) a set of introspective predicates and a software wrapper that extract explanation-relevant information from a task execution system; (3) a version of the Inference Web explainer for generating formal justifications of task processing and converting them to user-friendly explanations; and (4) a unified framework for explaining results from task execution, learning, and deductive reasoning. Our work is focused on explaining belief-desire-intention (BDI) agent execution frameworks with the ability to learn. We demonstrate ICEE's application within CALO, a state-of-the-art personal software assistant, to explain the task reasoning of one such execution system and describe our associated trust study. m and describe our associated trust study.
Address
Key West, Florida +
Author
Deborah L. McGuinness and Alyssa Glass and Michael Wolverton and Paulo Pinheiro da Silva +
Booktitle
Proceedings of the 20th International FLAIRS Conference (FLAIRS-20) +
Has author
Deborah L. McGuinness and Alyssa Glass and Michael Wolverton and Paulo Pinheiro da Silva +
Has identifier
Explaining Task Processing in Cognitive Assistants that Learn +
Ksl tr id
Explaining Task Processing in Cognitive Assistants that Learn +
Month
May +
Process note
NO +
Categories InProceedings +, KSL Technical Report +, Publication +
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