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Intelligent Asset Management

Name: Intelligent Asset Management
Brand: Springer, Berlin
SKU: 24519771
Price: 102.38 EUR
Availability: InStock
Author: Frank Xing
ISBN: 9783030302627

Frank Xing

Erik Cambria

Roy Welsch

Language

English

Book Hardback

Libristo code: 24519771

Publishers Springer, Berlin, November 2019

This book presents a systematic application of recent advances in artificial intelligence (AI) to th... Full description

Libristo code: 24519771

249 b

102.38 €

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This book presents a systematic application of recent advances in artificial intelligence (AI) to the problem of asset management. While natural language processing and text mining techniques, such as semantic representation, sentiment analysis, entity extraction, commonsense reasoning, and fact checking have been evolving for decades, finance theories have not yet fully considered and adapted to these ideas. In this unique, readable volume, the authors discuss integrating textual knowledge and market sentiment step-by-step, offering readers new insights into the most popular portfolio optimization theories: the Markowitz model and the Black-Litterman model. The authors also provide valuable visions of how AI technology-based infrastructures could cut the cost of and automate wealth management procedures. This inspiring book is a must-read for researchers and bankers interested in cutting-edge AI applications in finance.