Data management in cognitive financial systems

被引:30
作者
Ogiela, Lidia [1 ]
机构
[1] AGH Univ Sci & Technol, Al Mickiewicza 30, PL-30059 Krakow, Poland
关键词
Cognitive systems; Data analysis; CFAIS systems (Cognitive Financial Analysis Information Systems); Cognitive informatics; UBMLRSS systems (Understanding Based Management Liquidity Ratios Support Systems); UBMFLRSS systems (Understanding Based Management Financial Leverade Ratios Support Systems); UBMARSS systems (Understanding Based Management Activity Ratios Support Systems); UBMRRSS systems (Understanding Based Management Rentability Ratios Support Systems);
D O I
10.1016/j.ijinfomgt.2012.11.008
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
This publication discusses ways of using cognitive analyses for semantically interpreting economic figures. A semantic analysis making use of mathematical linguistic algorithms in order to extract meaning from sets of analysed data is illustrated with an example of a class of cognitive systems designed to analyse economic figures, or more precisely, financial ratios. The cognitive analysis systems presented in this publication are discussed as exemplified by the class of Cognitive Financial Analysis Information Systems (CFAIS). This publication proposes algorithms executed by a broad class of automatic data interpretation and understanding systems designed for the in-depth semantic analysis and interpretation of the results obtained. This will be done by defining new system classes as applications supporting decision-making processes, useful in various areas of knowledge. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:263 / 270
页数:8
相关论文
共 26 条
[1]  
[Anonymous], 2002, Intelligent Systems: Architecture, Design, and Control
[2]  
[Anonymous], 2000, Pattern Classification
[3]  
[Anonymous], 1988, Language and problems of knowledge
[4]  
Bernstein L A., 1999, Analysis of financial statements
[5]  
Boster J.S., 2005, Handbook of categorization in cognitive science, P313
[6]   Digital service analysis and design: The role of process modelling [J].
Buchanan, Steven ;
McMenemy, David .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2012, 32 (03) :251-256
[7]  
Laudon K., 2002, Management information systems: Managing the digital firm, V7th
[8]  
Ogiela L, 2012, COGN SYST MONOGR, V17, pCOVER1, DOI 10.1007/978-3-642-25246-4
[9]  
Ogiela L., 2011, Proceedings of the 2011 Seventh International Conference on Networked Computing and Advanced Information Management (NCM), P276
[10]  
Ogiela Lidia, 2010, 2010 IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), P1010, DOI 10.1109/BICTA.2010.5645125