|
Showing 1 - 6 of
6 matches in All Departments
This book is written for those who are interested in a
fonnalization of human reasoning, especially in order to build
"intelligent" computer systems. Thus, it is mainly designed for the
Artificial Intelligence community, both students and researchers,
although it can be useful for people working in related fields like
cognitive psychology. The major theme is not Artificial
Intelligence applications, although these are discussed throughout
in sketch fonn. Rather, the book places a heavy emphasis on the
fonnal development of default logic, results and problems. Default
logic provides a fonnalism for an important part of human
reasoning. Default logic is specifically concerned with common
sense reasoning, which has recently been recognized in the
Artificial Intelligence literature to be of fundamental importance
for knowledge representation. Previously, fonnalized reasoning
systems failed in real world environments, though succeeding with
an acceptable ratio in well-defined environments. This situation
enabled empirical explorations and the design of systems without
theoretical justification. In particular, they could not be
compared since there was no basis to judge their respective merits.
Default logic turned out to be very fruitful by proving the
correctness of some of them. We hope that this book will initiate
other successful developments in default logic.
This book is written for those who are interested in a
fonnalization of human reasoning, especially in order to build
"intelligent" computer systems. Thus, it is mainly designed for the
Artificial Intelligence community, both students and researchers,
although it can be useful for people working in related fields like
cognitive psychology. The major theme is not Artificial
Intelligence applications, although these are discussed throughout
in sketch fonn. Rather, the book places a heavy emphasis on the
fonnal development of default logic, results and problems. Default
logic provides a fonnalism for an important part of human
reasoning. Default logic is specifically concerned with common
sense reasoning, which has recently been recognized in the
Artificial Intelligence literature to be of fundamental importance
for knowledge representation. Previously, fonnalized reasoning
systems failed in real world environments, though succeeding with
an acceptable ratio in well-defined environments. This situation
enabled empirical explorations and the design of systems without
theoretical justification. In particular, they could not be
compared since there was no basis to judge their respective merits.
Default logic turned out to be very fruitful by proving the
correctness of some of them. We hope that this book will initiate
other successful developments in default logic.
This book constitutes the refereed proceedings of the 6th European
Conference on Symbolic and Quantitative Approaches to Reasoning
with Uncertainty, ECSQARU 2001, held in Toulouse, France in
September 2001.
The 68 revised full papers presented together with three invited
papers were carefully reviewed and selected from over a hundred
submissions. The book offers topical sections on decision theory,
partially observable Markov decision processes, decision-making,
coherent probabilities, Bayesian networks, learning causal
networks, graphical representation of uncertainty, imprecise
probabilities, belief functions, fuzzy sets and rough sets,
possibility theory, merging, belief revision and preferences,
inconsistency handling, default logic, logic programming, etc.
This book is intended as an introduction to a versatile model for
temporal data. It exhibits an original lattice structure on the
space of chronicles and proposes new counting approach for multiple
occurrences of chronicle occurrences. This book also proposes a new
approach for frequent temporal pattern mining using pattern
structures. Â This book was initiated by the work of Ch.
Dousson in the 1990’s.  At that time, the prominent format
was Temporal Constraint Networks for which the article by Richter,
Meiri and Pearl is seminal. Chronicles do not conflict with
temporal constraint networks, they are closely related. Not only do
they share a similar graphical representation, they also have in
common a notion of constraints in the timed succession of events.
However, chronicles are definitely oriented towards fairly specific
tasks in handling temporal data, by making explicit certain aspects
of temporal data such as repetitions of an event. The notion of
chronicle has been applied both for situation recognition and
temporal sequence abstraction. The first challenge benefits from
the simple but expressive formalism to specify temporal behavior to
match in a temporal sequence. The second challenge aims to abstract
a collection of sequences by chronicles with the objective to
extract characteristic behaviors. This book targets researchers and
students in computer science (from logic to data science).Â
Engineers who would like to develop algorithms based on temporal
models will also find this book useful. Â
Emile Durkheim, one of the founding fathers of sociology, has been
the subject of many studies. But this book is the first to
introduce the individual and collective work of his colleagues and
disciples who formed with him the 'French school of sociology'.
Such an association of talented scholars was a unique event in the
history of sociology and a decisive landmark in the development of
the discipline. In this book, examination of the texts of the
Durkheimians is combined with analysis of the social and
intellectual group attempted to create a new social science. In
this respect, the present book is also instructive about the birth
and institutionalisation of academic disciplines in general. But
studying the work of the Durkheimians goes beyond historical
research; the Durkeimians can still offer lessons in the
exploration of the territory of sociology, an area in which so much
virgin land remains unmapped.
|
|