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Cover: 9783846532447 | News Mining Agent for Automated Stock Trading | Gurushyam Hariharan
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News Mining Agent for Automated Stock Trading
System to Apply data mining techniques in real time to predict movement of stocks
Taschenbuch von Gurushyam Hariharan
Sprache: Englisch

42,70 €*

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Lieferzeit 4-7 Werktage

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Beschreibung
Stock market dynamics have drawn the attention of analysts from varied academic disciplines and commercial circles. The advent of online trading and real time facilities in the stock markets has fired a new field of interest in developing automatic trading agents that conduct trades in a relatively autonomous fashion under fixed strategies. This book examines a trading strategy based on analysis of external input in the form of online news. A machine-learning model is built using the reaction of stock markets to news items spread over a period of time. The news-based agent uses this model in real time to predict the price movement of stocks, and place orders accordingly. The performance the agent is evaluated by conducting controlled experiments with proven opponent strategies based on statistical models.
Stock market dynamics have drawn the attention of analysts from varied academic disciplines and commercial circles. The advent of online trading and real time facilities in the stock markets has fired a new field of interest in developing automatic trading agents that conduct trades in a relatively autonomous fashion under fixed strategies. This book examines a trading strategy based on analysis of external input in the form of online news. A machine-learning model is built using the reaction of stock markets to news items spread over a period of time. The news-based agent uses this model in real time to predict the price movement of stocks, and place orders accordingly. The performance the agent is evaluated by conducting controlled experiments with proven opponent strategies based on statistical models.
Über den Autor
Guru Hariharan is a veteran in eCommerce having held leadership roles at several Fortune-500 online retailers. Guru spent several years at [...], [...], [...] where he created retail products and services from scratch. Guru has multiple patents in eCommerce. Guru has a Masters in Engineering from the University of Texas at Austin
Details
Erscheinungsjahr: 2012
Fachbereich: Wirtschaftsratgeber
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Taschenbuch
Seiten: 120
Inhalt: 120 S.
ISBN-13: 9783846532447
ISBN-10: 3846532444
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hariharan, Gurushyam
Hersteller: LAP LAMBERT Academic Publishing
Maße: 220 x 150 x 8 mm
Von/Mit: Gurushyam Hariharan
Erscheinungsdatum: 08.03.2012
Gewicht: 0,197 kg
preigu-id: 106588320
Über den Autor
Guru Hariharan is a veteran in eCommerce having held leadership roles at several Fortune-500 online retailers. Guru spent several years at [...], [...], [...] where he created retail products and services from scratch. Guru has multiple patents in eCommerce. Guru has a Masters in Engineering from the University of Texas at Austin
Details
Erscheinungsjahr: 2012
Fachbereich: Wirtschaftsratgeber
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Taschenbuch
Seiten: 120
Inhalt: 120 S.
ISBN-13: 9783846532447
ISBN-10: 3846532444
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hariharan, Gurushyam
Hersteller: LAP LAMBERT Academic Publishing
Maße: 220 x 150 x 8 mm
Von/Mit: Gurushyam Hariharan
Erscheinungsdatum: 08.03.2012
Gewicht: 0,197 kg
preigu-id: 106588320
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