The Quest for Artificial Intelligence
Autor Nils J. Nilssonen Limba Engleză Paperback – 29 oct 2009
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Specificații
ISBN-13: 9780521122931
ISBN-10: 0521122937
Pagini: 580
Ilustrații: 227 b/w illus. 2 tables
Dimensiuni: 155 x 234 x 28 mm
Greutate: 0.79 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States
ISBN-10: 0521122937
Pagini: 580
Ilustrații: 227 b/w illus. 2 tables
Dimensiuni: 155 x 234 x 28 mm
Greutate: 0.79 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States
Cuprins
Part I. Beginnings: 1. Dreams and dreamers; 2. Clues; Part II. Early Explorations: 1950s and 1960s: 3. Gatherings; 4. Pattern recognition; 5. Early heuristic programs; 6. Semantic representations; 7. Natural language processing; 8. 1960s infrastructure; Part III. Efflorescence: Mid-1960s to Mid-1970s: 9. Computer vision; 10. 'Hand-Eye' research; 11. Knowledge representation and reasoning; 12. Mobile robots; 13. Progress in natural language processing; 14. Game playing; 15. The dendral project; 16. Conferences, books, and funding; Part IV. Applications and Specializations: 1970s to Early 1980s: 17. Speech recognition and understanding systems; 18. Consulting systems; 19. Understanding queries and signals; 20. Progress in computer vision; 21. Boomtimes; Part V. 'New Generation' Projects: 22. The Japanese create a stir; 23. Darpa's strategic computing program; Part VI. Entr'acte: 24. Speed bumps; 25. Controversies and alternative paradigms; Part VII. The Growing Armamentarium: From the 1980s Onward: 26. Reasoning and representation; 27. Other approaches to reasoning and representation; 28. Bayesian networks; 29. Machine learning; 30. Natural languages and natural scenes; 31. Intelligent system architectures; Part VIII. Modern AI: Today and Tomorrow: 32. Extraordinary achievements; 33. Ubiquitous artificial intelligence; 34. Smart tools; 35. The quest continues.
Recenzii
'… [a] balanced look at what AI has been able to do during its first 50 years of existence. His personal recollections and the rationale behind many decisions, as retold by an insider, make this book a unique contribution, interesting both for the informed and for the general reader. Both kinds of readers can learn a lot from Nilsson's book about the evolution of this now-mature research field. The book is written in a friendly conversational style, without any unnecessary mathematical formalisms, and is richly illustrated with many diagrams that depict representative AI systems and photographs of the many innovators that led to their development.' Fernando Berzal, Reviews.com
Notă biografică
Descriere
The definitive history of artificial intelligence (AI), from the dreams of early pioneers to the achievements of modern research.