Social understanding: on hermeneutics, geometrical models and artificial intelligence
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Dordrecht [u.a.]
Springer
2010
|
| Series: | Theory and Decision Library / A
47 |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | VIII, 259 S. Ill. 235 mm x 155 mm |
| ISBN: | 9789048199112 9789048199105 |
Staff View
MARC
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Record in the Search Index
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| adam_text |
Contents
1
Introduction:
Historical Methodical and Conceptual Frames
. 1
1.1
Unifications of the Sciences
. 3
1.2
The Importance of Structural Mathematics and Computer Models
. 8
1.3
A Short Glossary on Complex Systems, Simulations,
and Communication Theory
. 12
1.3.1
Complex Systems, Attractors, and Trajectories
. 12
1.3.2
Would-Be-Worlds: The Methods of Simulation
. 22
1.3.3
Some Basic Concepts of Communication Theory
. 30
1.4
Artificial Intelligence
(AI)
-
The Quest for
a Homunculus
. 39
1.4.1
A Little Excursion into Science Fiction
. 41
1.4.2
How Much Can Eliza Understand?
. 52
1.4.3
Chinese Rooms,
Godei
and Other Principal Arguments
. . 59
2
The Operation Called
"Verstehen":
Considerations About
Formal Systematizations of Understanding
. 65
2.1
Understanding Versus Explanation
. 66
2.2
Rules and Intentions
-
A Systematic of Interpreting
. 75
2.2.1
Consequences for an Understanding
AI . 87
2.3
The Hermeneutical Circle: The Difficult Basis of Understanding
. 9
1
2.3.1
Excursion into Simulated Detective Stories Readers
. 98
3
Mental Models, the Geometry of Meaning Generation,
and of Information Degrees
. 105
3.1
The Hermeneutical Necessity of Mental Models
. 108
3.1.1
A Mathematical Model
. 114
3.2
The Geometry of Meaning Generation
. 119
3.2.1
Neural Networks as Meaning Generating Systems
. 122
3.2.2
First Experimental Series: Training
by Back Propagation
. 125
3.2.3
Second Experimental Series: Optimization
by Genetic Algorithms
. 128
3.2.4
Third Series: Statistical Analysis of Large Samples
. 131
3.2.5
Fourth Series: The Analysis of Boolean Networks
. 133
viii Contents
3.2.6
Final
Considerations
. 137
3.3
Information
Degree and the Topology of
Networks
. 142
3.3.1
A Final Remark with Respect to
AI. 150
4
The Understanding of Learning
. 153
4.1
Methodological Preliminary Remarks and a General Rule Schema
154
4.2
Types of Learning and the According Enforcing Rules
. 158
4.2.1
Supervised Learning and the According Version
of the Enforcing Rule Schema
. 159
4.2.2
Reinforcement Learning: Of Mice and Men
. 164
4.2.3
Classical Conditioning: Pavlov's Dog Revisited
. 171
4.2.4
Self-Organized Learning: Of Juvenile Delinquents
and Literary Murders
. 175
4.2.5
Comparative Considerations
. 185
4.2.6
Coming Back to
AI. 190
4.3
Rule Extracting or Learning from Examples
. 192
5
The Human Factor: Understanding Humans by Artificial Systems
. 201
5.
1 The Origin of Restricted Perception
. 202
5.1.1
Classical Conditioning and the Competition
Between Adidas and Nike
. 206
5.1.2
The Reduction of Social Perceptions to Social Darwinism
. 210
5.2
Understanding Readers of Detective Stories
. 213
5.3
The Reconstruction of Human Discourses
. 221
5.4
Understanding in Communicative Processes
by Mental Models
. 233
6
Conclusions:
AI
and a Unified Science
. 243
References
. 251
Index
. 257 |
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| id | DE-604.BV037198030 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T10:57:09Z |
| institution | BVB |
| isbn | 9789048199112 9789048199105 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-021112335 |
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| physical | VIII, 259 S. Ill. 235 mm x 155 mm |
| publishDate | 2010 |
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| series2 | Theory and Decision Library / A |
| spelling | Klüver, Jürgen 1941- Verfasser (DE-588)107521202 aut Social understanding on hermeneutics, geometrical models and artificial intelligence Jürgen Klüver ; Christina Klüver Dordrecht [u.a.] Springer 2010 VIII, 259 S. Ill. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Theory and Decision Library / A 47 Sozionik (DE-588)4843421-8 gnd rswk-swf Erkenntnistheorie (DE-588)4070914-0 gnd rswk-swf Interdisziplinäre Forschung (DE-588)4027274-6 gnd rswk-swf Verstehen (DE-588)4063241-6 gnd rswk-swf Verstehen (DE-588)4063241-6 s Erkenntnistheorie (DE-588)4070914-0 s Sozionik (DE-588)4843421-8 s Interdisziplinäre Forschung (DE-588)4027274-6 s DE-604 Klüver, Christina Verfasser (DE-588)13356584X aut A Theory and Decision Library 47 (DE-604)BV000600784 47 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3500841&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021112335&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Klüver, Jürgen 1941- Klüver, Christina Social understanding on hermeneutics, geometrical models and artificial intelligence Sozionik (DE-588)4843421-8 gnd Erkenntnistheorie (DE-588)4070914-0 gnd Interdisziplinäre Forschung (DE-588)4027274-6 gnd Verstehen (DE-588)4063241-6 gnd |
| subject_GND | (DE-588)4843421-8 (DE-588)4070914-0 (DE-588)4027274-6 (DE-588)4063241-6 |
| title | Social understanding on hermeneutics, geometrical models and artificial intelligence |
| title_auth | Social understanding on hermeneutics, geometrical models and artificial intelligence |
| title_exact_search | Social understanding on hermeneutics, geometrical models and artificial intelligence |
| title_full | Social understanding on hermeneutics, geometrical models and artificial intelligence Jürgen Klüver ; Christina Klüver |
| title_fullStr | Social understanding on hermeneutics, geometrical models and artificial intelligence Jürgen Klüver ; Christina Klüver |
| title_full_unstemmed | Social understanding on hermeneutics, geometrical models and artificial intelligence Jürgen Klüver ; Christina Klüver |
| title_short | Social understanding |
| title_sort | social understanding on hermeneutics geometrical models and artificial intelligence |
| title_sub | on hermeneutics, geometrical models and artificial intelligence |
| topic | Sozionik (DE-588)4843421-8 gnd Erkenntnistheorie (DE-588)4070914-0 gnd Interdisziplinäre Forschung (DE-588)4027274-6 gnd Verstehen (DE-588)4063241-6 gnd |
| topic_facet | Sozionik Erkenntnistheorie Interdisziplinäre Forschung Verstehen |
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| volume_link | (DE-604)BV000600784 |
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