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Received:July 15, 2016 Revised:August 29, 2016
Received:July 15, 2016 Revised:August 29, 2016
中文摘要: 针对大数据时代下金融信息服务滞后性、片面性、同质化的问题,设计并实现了基于大数据分析和复杂事件处理的金融信息服务平台. 该平台采用多通道采集、浅层语义处理等技术实现多源数据的采集、抽取与清洗,采用面向金融领域特征的网络观点分析等技术进行数据分析,为证券投资者、投资顾问及机构等三类用户提供及时、精准、个性化的金融信息服务,取得了良好的应用成效.
Abstract:In view of the problems of lag, one-sided and homogeneous financial information service in big data era, this paper designs and implements a financial information service platform based on big data analysis and complex event processing. The multi-source data acquisition, extraction and cleaning are implemented by multi-channel data acquisition and shallow semantic processing technology on the platform. And the data is analyzed by the financial network sentiment analysis technology. The platform provides timely, accurate, personalized financial information services for securities investors, investment adviser and institutions and achieves good application results.
keywords: big data analysis complex event processing sentiment analysis data acquisition financial information service platform
文章编号: 中图分类号: 文献标志码:
基金项目:
Author Name | Affiliation |
LIU Bin | Industrial Securities Co. Ltd., Fuzhou 350001, China |
Author Name | Affiliation |
LIU Bin | Industrial Securities Co. Ltd., Fuzhou 350001, China |
引用文本:
刘斌.基于大数据分析和复杂事件处理的金融信息服务平台.计算机系统应用,2017,26(4):35-42
LIU Bin.Financial Information Service Platform Based on Big Data Analysis and Complex Event Processing.COMPUTER SYSTEMS APPLICATIONS,2017,26(4):35-42
刘斌.基于大数据分析和复杂事件处理的金融信息服务平台.计算机系统应用,2017,26(4):35-42
LIU Bin.Financial Information Service Platform Based on Big Data Analysis and Complex Event Processing.COMPUTER SYSTEMS APPLICATIONS,2017,26(4):35-42