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MISMIS – A comprehensive decision support system for stock market investment

机译:MISMIS –用于股票市场投资的综合决策支持系统

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摘要

Nowadays, stock market is becoming a popular investment platform for both institutional and individual investors. The current financial information systems serve to provide latest information. However, they lack sophisticated analytical tools. This paper proposes a new architecture for financial information systems. The developed prototype is entitled as the Multi-level and Interactive Stock Market Investment System (MISMIS). It is specially designed for investors to build their financial models to forecast stock price and index. The performance of the financial models can be evaluated on a virtual trading platform. There are other features in MISMIS that are tailor-made to handle financial data; these include synchronized time frame, time series prediction techniques, preprocessing and transformation functions, multi-level modeling and interactive user interface. To illustrate the capability of MISMIS, we have evaluated strategies of trading the future options of Hang Seng Index (HSI). We find that historical HSI, Dow Jones Index, property price index, retailing sales figure, prime lending rate, and consumer price index in Hong Kong are essential factors affecting the performance of the trading of HSI’s future option. Also there are some feedbacks from the in-depth interviews of six financial consultant upon how they perceived the prototype MISMIS.
机译:如今,股票市场正成为机构投资者和个人投资者的热门投资平台。当前的财务信息系统用于提供最新信息。但是,他们缺乏完善的分析工具。本文提出了一种金融信息系统的新架构。开发的原型被称为多层次和交互式股票市场投资系统(MISMIS)。它是专为投资者建立财务模型以预测股票价格和指数而设计的。可以在虚拟交易平台上评估财务模型的性能。 MISMIS中还有其他一些专门为处理财务数据而设计的功能。其中包括同步时间范围,时间序列预测技术,预处理和转换功能,多层建模和交互式用户界面。为了说明MISMIS的功能,我们评估了交易恒生指数(HSI)未来期权的策略。我们发现,香港的历史恒指,道琼斯指数,房地产价格指数,零售销售数字,最优惠贷款利率和消费者价格指数是影响恒指未来期权交易表现的重要因素。六位财务顾问的深入访谈也对他们如何看待MISMIS原型产生了一些反馈。

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