عنوان

Machine learning of natural language

شابک

0387195572

شابک

3540195572

شابک

9780387195575

شابک

9783540195573

شماره

b550211

عنوان اصلي

Machine learning of natural language

نام عام مواد

[Book]

نام نخستين پديدآور

David M.W. Powers, Christopher C.R. Turk.

محل نشرو پخش و غیره

London, Angleterre

نام ناشر، پخش کننده و غيره

Springer-Verlag

تاریخ نشرو بخش و غیره

©1989.

نام خاص و کميت اثر

x, 358 p

متن يادداشت

1 Art, Science and Engineering.- Cognitive Structures.- Scientific Method.- Language is Contrastive.- 2 Metaphor as a Cognitive Process.- Conjecture and Refutation, Theories and Hypotheses.- Specialization and Abstraction, Induction and Generalization.- Partial Analysis and Noise.- The Importance of Errors and Restrictions.- 3 Psychology and Psycholinguistics.- The Observable Processes of Acquisition.- External Influences: Parents, Imitation, and Correction.- Expansion and Reduction.- 4 Language Defects and Correction.- Rate and Order of Learning.- Telegraphic Speech.- Parents and Teachers: Good and Bad Examples.- Reinforcement: Punishment and Reward.- 5 Cognition and Restriction.- The Cognitive Processes of Language Acquisition.- The Magical Number Seven.- Memory and Capacity Phenomena.- Adult Characteristics.- 6 Nativism and Constructivism.- Representations: Deep Structure and Language Acquisition.- Acquisition Models, Chomsky and Piaget.- Computer Programs as Psychological Models.- 7 Neurology and Neurolinguistics.- Neuroanatomy: Brains, Neurons, and Synapses.- Neurophysiology and the Effects of Plasticity.- Neural Communication and Languages of the Brain.- Neural Nets: Connectionistic and Locationistic Models.- 8 The Nature of Language.- The Quintessence of Language.- Epistemology, Phonology, and Prosody.- Culture, Perspectives, and Metaphor.- 9 The Mechanics of Language.- Contrast and Similarity: Paradigmatic Learning and Context.- The Structures of Language.- Models of Grammar.- 10 The Ubiquity of the Sentence.- Pronouns and Anaphora.- Recursion of Syntax and Parsing.- Transformational Grammar.- Generative Grammar.- Learning Process and Idiolect.- 11 Computer Science and Artificial Intelligence.- Pattern Recognition, Problem Solving and Heuristic Search.- Learning Strategies.- Problems and Theoretical Limitations.- 12 Heuristics and Analytic Intransigence.- Automata and Formal Languages.- Methodologies: Implementation vs Experimentation.- Cybernetics and Robotics.- Deletionless Strategies.- Formalisms.- Clauses: Horn and non-Horn, unit and non-unit Systems: LUSH and PROLOG.- 13 Postulates, Claims and Hypotheses.- The Bases of Meaning and Learning.- The Organization of Concepts in Learning.- The Process of Learning.- The Artificial Subsumes the Natural.- 14 Computer Modelling Experiments.- Batteries One to Seven.- A Generalized Toy World Package.- Partial Analysis of NLA.- Future Systems.- Conclusions.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Natural language processing (Computer science)

موضوع مستند نشده

Traitement automatique des langues naturelles.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

David M.W. Powers, Christopher C.R. Turk.

مستند نام اشخاص تاييد نشده

Christopher C R Turk

مستند نام اشخاص تاييد نشده

David M W Powers

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y