News Mining Agent for Automated Stock Trading: System to Apply data mining techniques in real time to predict movement of stocks,Used

News Mining Agent for Automated Stock Trading: System to Apply data mining techniques in real time to predict movement of stocks,Used

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SKU: DADAX3846532444
Brand: LAP Lambert Academic Publishing
Condition: New
$94.20
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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 machinelearning model is built using the reaction of stock markets to news items spread over a period of time. The newsbased 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.

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This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.

For more information, please visit www.P65Warnings.ca.gov.

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