Social Understanding: On Hermeneutics, Geometrical Models and Artificial Intelligence

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Springer Science & Business Media, Dec 17, 2010 - Computers - 260 pages
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The operation of understanding is the fundamental methodical procedure of hermeneutics and is usually seen as contradiction to scientific explanation by the usage of mathematical models. Yet understanding is the basic way in which humans organize their everyday practice, namely by understanding other people and social situations. In this book the authors demonstrate how an integration of hermeneutical understanding and scientific explanation can be done via the construction of suited geometrical models with neural networks of processes of understanding. In this sense the authors develop some kind of mathematical hermeneutics. Connecting links for the integration of the two methodical poles are the developments of particular models of Artificial Intelligence (AI), which are able to perform certain tasks of understanding.
 

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Contents

Historical Methodical and Conceptual Frames
1
Considerations About Formal Systematizations of Understanding
65
3 Mental Models the Geometry of Meaning Generation and of InformationDegrees
105
4 The Understanding of Learning
153
Understanding Humans by Artificial Systems
201
AI and a Unified Science
243
References
251
Index
257
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