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E-grāmata: Semantic Computing

Edited by , Edited by (Panasonic Information and Networking Technologies Laboratory), Edited by (University of California, Berkeley), Edited by , Edited by (University of Pennsylvania)
  • Formāts: EPUB+DRM
  • Izdošanas datums: 05-Jul-2011
  • Izdevniecība: Wiley-IEEE Press
  • Valoda: eng
  • ISBN-13: 9780470920879
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  • Formāts: EPUB+DRM
  • Izdošanas datums: 05-Jul-2011
  • Izdevniecība: Wiley-IEEE Press
  • Valoda: eng
  • ISBN-13: 9780470920879

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Semantic computing, a rapidly evolving interdisciplinary field, seeks to structure, design, and manipulate computer content to better satisfy the needs and intentions of users and create a more meaningful user experience. This remarkable contributed work examines the art, engineering, technology, and applications of the field. Moreover, it brings together researchers from such disciplines as natural language processing, software engineering, multimedia semantics, semantic Web, signal processing, and pattern recognition in order to provide a single source that presents the state of the technology and points to new breakthroughs on the horizon.

As readers progress through the book, they'll learn not only the underlying science, but also the fundamental technological building blocks of semantic computing. Moreover, they'll discover a variety of cross-disciplinary solutions to current computing and communication problems. Throughout the book, references to the primary literature enable further investigation of each individual topic.

Semantic Computing is ideal for industrial managers, researchers, and engineers seeking to design the next generation of computing systems in order to better meet user needs. It is also recommended as a textbook for senior undergraduate and graduate-level semantic computing courses.



The field of Semantic Computing brings together those disciplines concerned with connecting the often vaguely formulated intentions of humans with computational content. Edited by the foremost experts in the subject, Semantic Computing provides an in-depth and thorough examination on the state-of-the-art of semantic computing technologies. This fundamental guide for graduate and senior undergraduate students, industrial managers, researchers, and engineers presents cross-disciplinary solutions and their value in solving real life computing and communication problems and examines the art, engineering techniques, and the synergy of this interdisciplinary field and its impact on futuristic applications.

Recenzijas

"Throughout the book, references to the primary literature enable further investigation of each individual topic. Semantic Computing is ideal for industrial managers, researchers, and engineers seeking to design the next generation of computing systems in order to better meet user needs. It is also recommended as a textbook for senior undergraduate and graduate-level semantic computing courses. The articles of this volume will not be reviewed individually." (Zentralblatt MATH, 2010)

Preface ix
Contributors xi
1. Semantic Computing
1(10)
Phillip C.-Y. Sheu
PART I SEMANTIC ANALYSIS
11(188)
2. What Computers Need to Know About Verbs
13(20)
Susan Windisch Brown
Martha Palmer
3. Content-Based Retrieval of Videos
33(16)
Min Chen
Shu-Ching Chen
Mei-Ling Shyu
4. A Semantic and Detection-Based Approach to Speech and Language Processing
49(20)
Li Deng
Kuansan Wang
Rodrigo Capobianco Guido
5. Link Analysis in Web Mining: Techniques and Applications
69(18)
Prasanna Desikan
Colin DeLong
Jaideep Srivastava
6. Conversational Thread Extraction and Topic Detection in Text-Based Chat
87(28)
Paige Adams
Craig Martel
7. Speaker Recognition and Diarization
115(16)
Gerald Friedland
David van Leeuwen
8. Machine Learning Methods for Ontology Mining
131(24)
Nicola Fanizzi
Claudia D'Amato
Floriana Esposito
9. Visual Ontology Construction and Concept Detection for Multimedia Indexing and Retrieval
155(26)
Lyndon Kennedy
Shih-Fu Chang
10. Process Mining and Description
181(18)
Qi Wang
Phillip C.-Y. Sheu
PART II SEMANTIC LANGUAGES AND INTEGRATION
199(102)
11. Semantic Integration: The Hawkeye Approach
201(28)
Jeff Heflin
Zhengziang Pan
12. Semantics of Software Modeling
229(20)
Fernando Silva Parrerias
Steffen Staab
Jurgen Ebert
Jeff Z. Pan
Krzysztof Miksa
Harald Kuhn
Srdjan Zivkovic
Stefano Tinella
Uwe Assmann
Jakob Henriksson
13. Semantic-Driven Component-Based Automated Code Snythesis
249(36)
Jicheng Fu
Farokh B. Bastani
I.-Ling Yen
14. Semantic Web Services
285(16)
Shu Wang
Qi Wang
Haitao Gong
Phillip C.-Y. Sheu
PART III SEMANTIC APPLICATIONS
301(164)
15. Knowledge Work
303(20)
Aljoscha Burchardt
Iryna Gurevych
Max Muhlhauser
16. Searching Videos in Visual Semantic Spaces
323(18)
Eric Zavesky
Zhu Liu
Dave Gibbon
Behzad Shahraray
17. Social and Expert Research in Online Communities
341(16)
Florian Metze
Christian Bauckhage
Tansu Alpcan
18. Phase Coherence in Conceptual Spaces for Conversational Agents
357(16)
Giorgio Vassallo
Giovanni Pilato
Agnese Augello
Salvatore Gaglio
19. Role of Semantics in Question Answering
373(48)
Dan Moldovan
Marta Tatu
Christine Clark
20. Developing and Using a National Cross-Domain Semantic Web Infrastructure
421(18)
Eero Hyvonen
21. Semantic Analysis for Multimedia Security Application
439(26)
Fadi Almasalha
Faisal Bashir
Ashfaq Khokhar
Farrukh Khan
Hammad Haseeb
Arif Ghafoor
PART IV SEMANTIC INTERFACE
465(42)
22. Semantic Languages for Software Engineering
467(22)
Shu Wang
Fei Xie
Phillip C.-Y. Sheu
23. From Semantic Objects to Structured Natural Language
489(18)
Phillip C.-Y. Sheu
Atsushi Kitazawa
Chihiro Ishii
Kenichi Kaneko
Fei Xie
Index 507
PHILLIP C.-Y. SHEU, PHD, is Professor at the University of California, Irvine, and a Fellow of the IEEE. Dr. Sheu studies complex biological systems, knowledge-based medicine, semantic software engineering, proactive Web technologies, and large real-time knowledge systems for defense applications. He has authored two books and published more than 100 papers investigating object-relational data and knowledge engineering and their applications and biomedical computations.

HEATHER YU, PHD, is a Senior Scientist at Panasonic Information and Networking Technologies Laboratory.

C. V. RAMAMOORTHY, PHD, is Professor Emeritus of Electrical Engineering and Computer Science at the University of California, Berkeley.

ARVIND K. JOSHI, PHD, is the Henry Salvatori Professor of Computer and Cognitive Science at the University of Pennsylvania.

LOTFI A. ZADEH, PHD, is a Professor of Computer Science at the University of California, Berkeley.