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» Graph-based Knowledge Representation and Reasoning
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AIM
2005
14 years 11 months ago
Description Logics and Planning
This paper surveys previous work on combining planning techniques with expressive representations of knowledge in description logics to reason about tasks, plans, and goals. Descr...
Yolanda Gil
ICCBR
2007
Springer
15 years 6 months ago
From Anomaly Reports to Cases
Abstract. Creating case representations in unsupervised textual case-based reasoning applications is a challenging task because class knowledge is not available to aid selection of...
Stewart Massie, Nirmalie Wiratunga, Susan Craw, Al...
SEMWEB
2010
Springer
14 years 6 months ago
The Semantic Web needs more cognition
One of the key deficiencies of the Semantic Web is its lack of cognitive plausibility. We argue that by accounting for people's reasoning mechanisms and cognitive representati...
Martin Raubal, Benjamin Adams
JMLR
2012
13 years 2 months ago
Exploiting Unrelated Tasks in Multi-Task Learning
We study the problem of learning a group of principal tasks using a group of auxiliary tasks, unrelated to the principal ones. In many applications, joint learning of unrelated ta...
Bernardino Romera-Paredes, Andreas Argyriou, Nadia...
IUI
2005
ACM
15 years 5 months ago
ComicKit: acquiring story scripts using common sense feedback
At the Media Lab we are developing a resource called StoryNet, a very-large database of story scripts that can be used for commonsense reasoning by computers. This paper introduce...
Ryan Williams 0002, Barbara Barry, Push Singh