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Lieferstatus:	i.d.R. innert 7-14 Tagen versandfertig
Veröffentlichung:	November 2020
Genre:	Naturwissensch., Medizin, Technik
	Assetallocation / computationalfinance / Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften / Data Mining / E-Commerce# geschäftliche Aspekte / marketsentiment / NaturalLanguageProcessing / Textmining / Wissensbasierte Systeme, Expertensysteme mehr...
ISBN:	9783030302658
EAN-Code:	9783030302658
Verlag:	Springer
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D 10 mm
Gewicht:	307 gr
Seiten:	172
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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.