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Intelligent Asset Management

Erik Cambria author Frank Xing author Roy Welsch author

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:26th Nov '20

Should be back in stock very soon

Intelligent Asset Management cover

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.

ISBN: 9783030302658

Dimensions: unknown

Weight: unknown

149 pages

1st ed. 2019