Social Understanding: On Hermeneutics, Geometrical Models and Artificial Intelligence

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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.

Author(s): Jürgen Klüver, Christina Klüver (auth.)
Series: Theory and Decision Library A: 47
Edition: 1
Publisher: Springer Netherlands
Year: 2011

Language: English
Pages: 260
Tags: Computer Appl. in Social and Behavioral Sciences; Artificial Intelligence (incl. Robotics); Simulation and Modeling

Front Matter....Pages i-viii
Introduction: Historical Methodical and Conceptual Frames....Pages 1-64
The Operation Called “Verstehen”: Considerations About Formal Systematizations of Understanding....Pages 65-104
Mental Models, the Geometry of Meaning Generation, and of Information Degrees....Pages 105-151
The Understanding of Learning....Pages 153-200
The Human Factor: Understanding Humans by Artificial Systems....Pages 201-242
Conclusions: AIAI and a Unified Science....Pages 243-250
Back Matter....Pages 251-259