On the Search of Speculations

Author:

Trillas Enric1,De Soto Adolfo R.2

Affiliation:

1. Oviedo, Asturias, Spain

2. School of Industrial, Computer and Aerospace Engineering, Campus de Vegazana s/n, 24071 León, Spain

Abstract

This paper concerns the internal structure of reasoning that, basically consisting in conjecturing and refuting, is too often identified with only deducing, abducing and refuting, that is, with just the deductive search of consequences, hypotheses and refutations. With such identification, it is forgotten that in addition to consequences and hypotheses, there is a third class of conjectures, speculations or proper guesses. Speculations are inferentially non-comparable, or orthogonal, with the premise, and generate creativity. It is presented a very simple formal view for the structure of Commonsense Reasoning, a mathematical model allowing to show the importance of speculations, and specially to start with its systematic computational search.

Publisher

World Scientific Pub Co Pte Ltd

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Computer Science Applications,Human-Computer Interaction

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multistage Parameter Optimization for Rule Generation for Multistage Manufacturing Processes;IEEE Transactions on Industrial Informatics;2023

2. A Discourse on Guessing and Reasoning;Analysis, Verification and Transformation for Declarative Programming and Intelligent Systems;2023

3. The Role of Speculations for Explainable and Trustworthy Artificial Intelligence: A Use Case on Art Genre Classification;Fuzzy Logic and Technology, and Aggregation Operators;2023

4. A Formal Skeleton of Commonsense Reasoning;Studies in Computational Intelligence;2022

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