Switching between different ways to think: multiple approaches to affective common sense reasoning

  • Authors:
  • Erik Cambria;Thomas Mazzocco;Amir Hussain;Tariq Durrani

  • Affiliations:
  • National University of Singapore, Singapore;University of Stirling, United Kingdom;University of Stirling, United Kingdom;University of Stirling, United Kingdom

  • Venue:
  • COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
  • Year:
  • 2010

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Abstract

Emotions are different Ways to Think that our mind triggers to deal with different situations we face in our lives. Our ability to reason and make decisions, in fact, is strictly dependent on both our common sense knowledge about the world and our inner emotional states. This capability, which we call affective common sense reasoning, is a fundamental component in human experience, cognition, perception, learning and communication. For this reason, we cannot prescind from emotions in the development of intelligent user interfaces: if we want computers to be really intelligent, not just have the veneer of intelligence, we need to give them the ability to recognize, understand and express emotions. In this work, we argue how graph mining, multi-dimensionality reduction, clustering and space transformation techniques can be used on an affective common sense knowledge base to emulate the process of switching between different perspectives and finding novel ways to look at things.