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Mapping Scientific Frontiers: The Quest for Knowledge Visualization [Hardback]

  • Formāts: Hardback, 256 pages, height: 241 mm, 52 colour and 111 b&w illustrations
  • Izdošanas datums: 25-Nov-2002
  • Izdevniecība: Springer London Ltd
  • ISBN-10: 1852334940
  • ISBN-13: 9781852334949
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  • Hardback
  • Cena: 91,49 €*
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  • Formāts: Hardback, 256 pages, height: 241 mm, 52 colour and 111 b&w illustrations
  • Izdošanas datums: 25-Nov-2002
  • Izdevniecība: Springer London Ltd
  • ISBN-10: 1852334940
  • ISBN-13: 9781852334949
Citas grāmatas par šo tēmu:
Mapping Scientific Frontiers examines the history and the latest developments in the quest for knowledge visualization from an interdisciplinary perspective, ranging from theories of invisible colleges and competing paradigms, to practical applications of visualization techniques for capturing intellectual structures, and the rise and fall of scientific paradigms. Containing simple and easy to follow diagrams for modeling and visualization procedures, as well as detailed case studies and real world examples, this is a valuable reference source for researchers and practitioners, such as science policy analysts, funding agencies, consultancy firms, and higher education institutions. It presents 163 illustrations, 111 in colour, including maps, paintings, images, computer visualizations and animations.
Preface vii
The Growth of Scientific Knowledge
1(38)
Scientific Frontiers
1(12)
Message in a Bottle
13(19)
Mapping Scientific Frontiers
32(3)
Organization of the Book
35(4)
Mapping the Universe
39(28)
Cartography
39(5)
Terrestrial Maps
44(1)
Celestial Maps
45(15)
Biological Maps
60(7)
Mapping the Mind
67(34)
Introduction
67(6)
Dimensionality Reduction I: Classic Methods
73(10)
Concept Mapping
83(3)
Dimensionality Reduction II: Isomap and Locally Linear Embedding Algorithms
86(4)
Network Analysis
90(11)
Enabling Techniques for Science Mapping
101(34)
Information Visualization
101(10)
Displaying Structures
111(5)
Behavioral Semantics
116(15)
Discussion
131(1)
Conclusion
131(4)
On the Shoulders of Giants
135(32)
Success Breeds Success
136(3)
Co-word Maps
139(5)
Co-citation Analysis
144(15)
Other Examples
159(4)
Summary
163(4)
Tracing Competing Paradigms
167(24)
Domain Analysis in Information Science
167(4)
Case Study I: The Mass Extinction Debates
171(12)
Case Study II: Supermassive Black Holes
183(5)
Conclusions
188(3)
Tracking Latent Domain Knowledge
191(34)
Introduction
191(1)
Knowledge Discovery
192(9)
Case Study I: Swanson's Impact
201(2)
Case Study II: Pathfinder Networks
203(3)
Case Study III: BSE and vCJD
206(13)
Summary
219(1)
The Future
220(5)
Appendix: List of Figures 225(12)
Index 237