An Essay on Self-explanatory Computational Intelligence: A Linguistic Model of Data Processing Systems

TítuloAn Essay on Self-explanatory Computational Intelligence: A Linguistic Model of Data Processing Systems
AutoresJose M. Alonso, Gracian Trivino
TipoComunicación para congreso
Fonte 10th International Conference on Natural Language Generation, XCI: Explainable Computational Intelligence Workshop, Santiago de Compostela (Spain), 2017.
ISBN978-1-945626-79-1
AbstractComputational processes are increasingly more powerful and complex but also more difficult to understand by humans. Considering that Natural Language is a suitable tool for describing human perceptions, building self-explanatory computational systems ready to communicate with humans in Natural Language becomes a hot challenge. Based on ideas taken from Cognitive Science, we propose a novel model to facilitate achieving this goal. We consider the computer as a metaphor of the mind and we use references from Philosophy, Neurology, Linguistics, Anthropology and Sociology to provide a structure of different components that allow coping with the complexity of generating linguistic de- scriptions about computational processes. We illustrate the use of this model with several examples.

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