Artificial Intelligence: An MIT Perspective, Volume 1: Expert Problem Solving, Natural Language Understanding and Intelligent Computer Coaches, Representation and Learning by Patrick Henry Winston (PDF)

Description

The broad range of material included in these volumes suggests to the newcomer the nature of the field of artificial intelligence, while those with some background in AI will appreciate the detailed coverage of the work being done at MIT. The results presented are related to the underlying methodology. Each chapter is introduced by a short note outlining the scope of the problem begin taken up or placing it in its historical context. Contents, Volume I: Expert Problem Solving: Qualitative and Quantitative Reasoning in Classical Mechanics; Problem Solving About Electrical Circuits; Explicit Control of Reasoning; A Glimpse of Truth Maintenance; Design of a Programmer’s Apprentice; Natural Language Understanding and Intelligent Computer Coaches: A Theory of Syntactic Recognition for Natural Language; Disambiguating References and Interpreting Sentence Purpose in Discourse; Using Frames in Scheduling; Developing Support Systems for Information Analysis; Planning and Debugging in Elementary Programming; Representation and Learning: Learning by Creating and Justifying Transfer Frames; Descriptions and the Specialization of Concept; The Society Theory of Thinking; Representing and Using Real-World Knowledge.

User’s Reviews

Reviews from Amazon users which were colected at the time this book was published on the website:

⭐This book was used as the text for a class on Artificial Intelligence I had at San Diego State University in late ’82, or early ’83, which mainly focused on using the LISP (stands for LISt Processing, but what most students said really referred to “Lots of Idiotic Stupid Parentheses”) programming language… while this particular book does not mention the concept of the use of massive parallel connection of processors to achieve intelligent behavior (a key AI concept developed in the mid-80’s), the lecturer of the class – John Donald, would routinely mention the usage of thousands of interconnected Z-80s each acting as a “Neuron” (the Z-80 was a very popular and inexpensive 8-bit microprocessor available at the time, built by Zilog – it was slightly more powerful, but somewhat compatible with the “breakthru” Intel 8-bit 8080 of a few years earlier… Zilog’s quick fall was apparently sealed when IBM chose the Intel 8088 low-cost 8-bit data bus/20-bit address bus variant of the Intel 8086 16-bit data bus “powerhouse/high-end” microprocessor, as the basis for their new “industry-changing” IBM PC).

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