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Conversation Pattern-based Anticipation of Teammates' Information Needs via Overhearing
| Citations: | 2 - 1 self |
BibTeX
@MISC{Fan_conversationpattern-based,
author = {Xiaocong Fan and John Yen},
title = {Conversation Pattern-based Anticipation of Teammates' Information Needs via Overhearing},
year = {}
}
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Abstract
One research focus of human-centered teamwork is on advanced decision architectures that can help people make effective and timely decisions. This requires distributed team members to effectively establish shared situation awareness and to collaboratively develop explanations on how an unfamiliar situation might have been emerging. One key to achieve this goal is the ability to anticipate others' future information needs and to offer help proactively. In this paper we investigate a novel approach to anticipating teammates' information needs based on stepwise conversation pattern recognition, leveraging the idea of multi-party communication. This approach can be further extended to build a computational model for collaborative story building as needed in Recognition-Primed, naturalistic decision architectures.
Keyphrases
information need conversation pattern-based anticipation multi-party communication advanced decision architecture stepwise conversation pattern recognition naturalistic decision architecture future information need distributed team member situation awareness research focus human-centered teamwork unfamiliar situation novel approach computational model timely decision collaborative story building
