Data Mining to Facilitate the Trading

نویسندگان

  • Rajesh Kumar
  • Varun Chandola
  • Shyam Boriah
  • Usama Fayyad
  • Gregory Piatetsky-Shapiro
  • Jiawei Han
  • Dongsong Zhang
چکیده

Financial sector is always full of insecurity, owing to volatility in the financial sector, most of the investors fails to book the profit. It has been observed in this study that maximum percentage of return of a security or indices follows the Benford's law when price of the security or indices breaks the volume weighted moving average in upper trend. Results of this study can be used by investors in taking intelligent decisions. This model can be used in machine learning, which can facilitate the investors in the decision support system.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Proposed Data Mining Methodology and its Application to Industrial Procedures

Data mining is the process of discovering correlations, patterns, trends or relationships by searching through a large amount of data stored in repositories, corporate databases, and data warehouses. Industrial procedures with the help of engineers, managers, and other specialists, comprise a broad field and have many tools and techniques in their problem-solving arsenal. The purpose of this st...

متن کامل

Trading Consequences: A Case Study of Combining Text Mining & Visualisation to Facilitate Document Exploration

Trading Consequences is an interdisciplinary research project between historians, computational linguists and visualization specialists. We use text mining and visualisations to explore the growth of the global commodity trade in the nineteenth century. Feedback from a group of environmental historians during a workshop provided essential information to adapt advanced text mining and visualisat...

متن کامل

Stock Data Mining through Fuzzy Genetic Algorithm

Stock data mining such as financial pairs mining is useful for trading supports and market surveillance. Financial pairs mining targets mining pair relationships between financial entities such as stocks and markets. This paper introduces a fuzzy genetic algorithm framework and strategies for discovering pair relationship in stock data such as in high dimensional trading data by considering use...

متن کامل

Mining in-depth patterns in stock market

Stock trading plays an important role for supporting profitable stock investment. In particular, more and more data mining-based technical trading rules have been developed and used in stock trading systems to assist investors with their smart trading decisions. However, many mined trading rules are of no interest to traders and brokers because they are discovered based on statistical significa...

متن کامل

Forecasting Stock Trend by Data Mining Algorithm

Stock trend forecasting is a one of the main factors in choosing the best investment, hence prediction and comparison of different firms’ stock trend is one method for improving investment process. Stockholders need information for forecasting firm’s stock trend in order to make decision about firms’ stock trading. In this study stock trend, forecasting performs by data mining algorithm. It sho...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014