AIMar 27, 2013
On Implementing Usual Values
arXiv:1304.3118v19 citations
Originality Synthesis-oriented
AI Analysis
This work addresses a foundational challenge in AI for commonsense reasoning, but it appears incremental as it builds on existing granular and probabilistic concepts.
The paper tackled the problem of reasoning with commonsense knowledge about what is usual, by developing a system that integrates probabilistic and granular aspects using possibility-probability granules.
In many cases commonsense knowledge consists of knowledge of what is usual. In this paper we develop a system for reasoning with usual information. This system is based upon the fact that these pieces of commonsense information involve both a probabilistic aspect and a granular aspect. We implement this system with the aid of possibility-probability granules.