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Logical consensuses for case-based reasoning and for mathematical engineering of AI

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Abstract

We claim that computing forms of consensus among several agents about their solutions to past problems can play a useful pre-treatment role in case-based reasoning. Intuitively, we define a consensus as a subset of the plain accumulation of all the agents' individual past discovered solutions such that every agent can agree on all the information in this subset. A consensus can be expected to form a more reliable basis for further re-use or generalization than the knowledge from which it is extracted. We define various forms of logical consensus in this context: the focus is on computational issues about the automated extraction of consensuses in an extended Boolean logic setting.

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Publication details

DOI
10.1109/icci-cc.2016.7862041
OpenAlex
W2589918061
Document type
conference-paper
Language
EN
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