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Nonmonotonic Reasoning. Essays Celebrating Its 30th Anniversary (Paperback, New)
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Nonmonotonic Reasoning. Essays Celebrating Its 30th Anniversary (Paperback, New)
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The publication of the seminal special issue on nonmonotonic logics
by the Artificial Intelligence Journal in 1980 resulted in a new
area of research in knowledge representation and changed the
mainstream paradigm of logic that originated in antiquity. It led
to discoveries of connections between logic, knowledge
representation and computation, and attracted not only computer
scientists but also logicians, mathematicians and philosophers.
Nonmonotonic reasoning concerns situations when information is
incomplete or uncertain. Thus, conclusions drawn lack iron-clad
certainty that comes with classical logic reasoning. New
information, even if the original one is retained, may change
conclusions. Formal ways to capture mechanisms involved in
nonmonotonic reasoning, and to exploit them for computation as in
the answer set programming paradigm are at the heart of this
research area. The conference NonMon@30 - Thirty Years of
Nonmonotonic Reasoning, held in Lexington, KY, USA, October 22-25,
2010, aimed to sum up the experience of the first 30 years of
nonmonotonic logics and to map paths into the future. It comprised
eighteen invited talks and several technical presentations. The
present volume consists of the texts based on twelve of the invited
presentations. These papers offer unique insights into the key
questions that have been driving the development of nonmonotonic
reasoning and suggest problems worthy of consideration in the
future. They paint the picture of the field that has a
well-established tradition, and remains vibrant and relevant to
long-term goals of artificial intelligence.
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