Social understanding on hermeneutics, geometrical models and artificial intelligence
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Dordrecht [u.a.]
Springer
2010
|
| Schriftenreihe: | Theory and Decision Library / A
47 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
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|---|---|---|---|
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| 100 | 1 | |a Klüver, Jürgen |d 1941- |e Verfasser |0 (DE-588)107521202 |4 aut | |
| 245 | 1 | 0 | |a Social understanding |b on hermeneutics, geometrical models and artificial intelligence |c Jürgen Klüver ; Christina Klüver |
| 264 | 1 | |a Dordrecht [u.a.] |b Springer |c 2010 | |
| 300 | |a VIII, 259 S. |b Ill. |c 235 mm x 155 mm | ||
| 336 | |b txt |2 rdacontent | ||
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| 490 | 1 | |a Theory and Decision Library / A |v 47 | |
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Datensatz im Suchindex
| DE-473_call_number | 31/MR 1100 WX 59001 |
|---|---|
| DE-473_location | 3 |
| DE-BY-UBG_katkey | 2757412 |
| DE-BY-UBG_media_number | 013107506944 |
| DE-BY-UBR_call_number | 14/ST 300 K66 |
| DE-BY-UBR_katkey | 4930012 |
| DE-BY-UBR_location | 14 |
| DE-BY-UBR_media_number | 069038744474 |
| _version_ | 1824052572031287296 |
| 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
|
| any_adam_object | 1 |
| author | Klüver, Jürgen 1941- Klüver, Christina |
| author_GND | (DE-588)107521202 (DE-588)13356584X |
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| author_role | aut aut |
| author_sort | Klüver, Jürgen 1941- |
| author_variant | j k jk c k ck |
| building | Verbundindex |
| bvnumber | BV037198030 |
| classification_rvk | MR 1100 ST 300 |
| ctrlnum | (OCoLC)706994074 (DE-599)DNB1004244762 |
| discipline | Informatik Soziologie |
| format | Book |
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| id | DE-604.BV037198030 |
| illustrated | Illustrated |
| indexdate | 2025-02-14T17:50:01Z |
| institution | BVB |
| isbn | 9789048199112 9789048199105 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-021112335 |
| oclc_num | 706994074 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG DE-12 DE-355 DE-BY-UBR |
| owner_facet | DE-473 DE-BY-UBG DE-12 DE-355 DE-BY-UBR |
| physical | VIII, 259 S. Ill. 235 mm x 155 mm |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Springer |
| record_format | marc |
| series2 | Theory and Decision Library / A |
| spellingShingle | Klüver, Jürgen 1941- Klüver, Christina Social understanding on hermeneutics, geometrical models and artificial intelligence Verstehen (DE-588)4063241-6 gnd Sozionik (DE-588)4843421-8 gnd Erkenntnistheorie (DE-588)4070914-0 gnd Interdisziplinäre Forschung (DE-588)4027274-6 gnd |
| subject_GND | (DE-588)4063241-6 (DE-588)4843421-8 (DE-588)4070914-0 (DE-588)4027274-6 |
| 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 | Verstehen (DE-588)4063241-6 gnd Sozionik (DE-588)4843421-8 gnd Erkenntnistheorie (DE-588)4070914-0 gnd Interdisziplinäre Forschung (DE-588)4027274-6 gnd |
| topic_facet | Verstehen Sozionik Erkenntnistheorie Interdisziplinäre Forschung |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3500841&prov=M&dok_var=1&dok_ext=htm 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 |
| volume_link | (DE-604)BV000600784 |
| work_keys_str_mv | AT kluverjurgen socialunderstandingonhermeneuticsgeometricalmodelsandartificialintelligence AT kluverchristina socialunderstandingonhermeneuticsgeometricalmodelsandartificialintelligence |