NDLI: Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents

Content Provider	IEEE Xplore Digital Library
Author	Yuming Ou Longbing Cao Ting Yu Chengqi Zhang
Copyright Year	2007
Description	Author affiliation: Univ. of Technol., Sydney (Yuming Ou; Longbing Cao)
Abstract	Trading agent concept is very useful for trading strategy design and market mechanism design. In this paper, we introduce the use of trading agent for market surveillance. Market surveillance agents can be developed for market surveillance officers and management teams to present them alerts and indicators of abnormal market movements. In particular, we investigate the strategies for market surveillance agents to detect the impact of company announcements on market movements. This paper examines the performance of segmentation on the time series of trading price and return volatility, respectively. The purpose of segmentation is to detect the turning points of market movements caused by announcements, which are useful to identify the indicators of insider trading. The experimental results indicate that the segmentation on the time series of return volatility outperforms that on the time series of trading price. It is easier to detect the turning points of return volatility than the turning points of trading price. The results will be used to code market surveillance agents for them to monitor abnormal market movements before the disclosure of market sensitive announcements. In this way, the market surveillance agents can assist market surveillance officers with indicators and alerts.
Starting Page	491
Ending Page	494
File Size	475493
Page Count	4
File Format	PDF
ISBN	0769530281
DOI	10.1109/WI-IATW.2007.31
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-11-05
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	IEEE news Surveillance Conferences Information security Turning segmentationturning pointstime seriesstock market Australia Information technology Intelligent agent Monitoring Information analysis
Content Type	Text
Resource Type	Article

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