[AISWorld] New book on Recommender Systems available
Amber Butler
abutler at cambridge.org
Tue Nov 16 13:08:06 EST 2010
The below message has been passed along to you at the request of Professor
Dietmar Jannach, regarding the recent publication of his new book,
Recommender Systems: An Introduction.
Thank you,
Amber Butler
Marketing Executive
Mathematics & Computer Science
Cambridge University Press
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New book on Recommender Systems available!
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RECOMMENDER SYSTEMS - AN INTRODUCTION
by D. Jannach, M. Zanker, A. Felfernig, G. Friedrich
Cambridge University Press, October 2010
The book offers an overview of approaches to developing state-of-the-art
recommender systems. The authors present current algorithmic approaches
for generating personalized buying proposals, such as collaborative and
content-based filtering, as well as more interactive and knowledge-based
approaches. They also discuss how to measure the effectiveness of
recommender systems and illustrate the methods with practical case
studies.
The final chapters cover emerging topics such as recommender systems in
the social web and consumer decision making in recommendation scenarios.
Suitable for computer science researchers and students interested in
getting an introduction to the field as well as a textbook for lecturers
or as a reference for professionals looking for the right technology to
build real-world recommender systems.
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REVIEWS
Behind the modest title of 'An Introduction' lies the type of work the
field needs to consolidate its learning and move forward to address new
challenges.
Across the chapters that follow lie both a tour of what the field knows
well - a diverse collection of algorithms and approaches to recommendation
- and a
snapshot of where the field is today as new approaches derived from social
computing and the semantic web find their place in the recommender systems
toolbox. Let's all hope this worthy effort spurs yet more creativity and
innovation to help recommender systems move forward to new heights.
Joseph A. Konstan, from the Foreword
This book is the most comprehensive and useful introductory text on
recommender systems yet published. Anyone who teaches in this area will be
pleased to have,
at last, one source for all of the essential topics. Especially noteworthy
are the book's broad coverage of different types of recommenders and its
thorough
treatment of evaluation. It is billed as an 'introduction', but I think
that even experienced practitioners will find new and interesting material
here.
Robin Burke
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The book can be ordered here:
Cambridge University Press:
http://www.cambridge.org/gb/knowledge/isbn/item5634779/?site_locale=en_GB
Amazon.com
http://www.amazon.com/Recommender-Systems-Introduction-Dietmar-Jannach/dp/0521493366/ref=sr_1_1?ie=UTF8&qid=1289197470&sr=8-1
Barnes & Noble
http://search.barnesandnoble.com/books/e/9780521493369/?itm=1&USRI=recommender+systems+introduction
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For more information, also visit http://www.recommenderbook.net
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