Invention Application
- Patent Title: STOCK FLUCTUATIION PREDICTION METHOD AND SERVER
- Patent Title (中): STOCK FLUCTUATIION预测方法和服务器
-
Application No.: US15210900Application Date: 2016-07-15
-
Publication No.: US20170018033A1Publication Date: 2017-01-19
- Inventor: Soo Won LEE , Jang Yun UM
- Applicant: FOUNDATION OF SOONGSIL UNIVERSITY INDUSTRY COOPERATION
- Priority: KR10-2015-0100437 20150715; KR10-2015-0184916 20151223
- Main IPC: G06Q40/06
- IPC: G06Q40/06 ; G06N7/00

Abstract:
Provided are a method and a system for predicting stock fluctuation prediction. A system for predicting stock fluctuation according to an embodiment of the present invention includes: a data collector and a preprocessor collecting news and KOSPI data and extracting words from the collected news through stopword removal and morphologic analysis, a sentiment dictionary constructor selecting sentiment words and calculating sentiment values of the sentiment words to construct a sentiment dictionary of a stock domain required for stock prediction, and a stock fluctuation prediction model constructor predicting fluctuation of a closing price of a next day to a closing price of a current day by combining a prediction model using the constructed sentiment dictionary and an ARIMA prediction model using the KOSPI data.
Public/Granted literature
- US10185996B2 Stock fluctuation prediction method and server Public/Granted day:2019-01-22
Information query