Key words
fuzzy logic, neuro-fuzzy classifier, fuzzy decision tree, unstructured electronic text document, rubrication, economic information system, automated analyzing text.
articles
Authors:
Dli M. I., Bulygina O. V., Kozlov P., Ross G. Published in
№ 5(77)
30 october 2018 year
Rubric: Information infrastructure
Rubric: Information infrastructure
Developing the economic information system for automated analysis of unstructured text documents
The study of tasks and methods of automated text rubrication was conducted and their prospects
for the analysis of unstructured electronic text documents were evaluated taking into account
the peculiarities of appeals received from citizens to the authorities. The architecture of the
information system of automated analysis of such documents is developed. It implements the
proposed multi-model approach to the rubrication based on the integrated use of intelligent and
probabilistic-statistical methods. The procedure of processing citizens’appeals received by the authorities
using the document management system and the developed information system is given.
The author:
Dli M. I.
Degree:
Dr. Sci. (Eng.), Professor, Information Technologies in Economics and Management Department, Branch of the National Research University “MPEI” in Smolensk, Smolensk; Leading Researcher, Synergy University
Location:
Smolensk, Russia
All articles:
Method for intellectual management of industrial enterprise information resources
Constructing integrated model for risk management of metallurgical enterprise
Information and transport networks projects management under uncertainty
A three-level fuzzy cognitive model for region innovation development analysis
Simulation modeling and fuzzy logic in real-time decision-making of airport services
Outsource-using integration methods of business entities information systems
Economical information system lifecycle management based on decentralized application theory
Developing the economic information system for automated analysis of unstructured text documents
Algorithms for the formation of images of the states of objects for their analysis by dee
The author:
Bulygina O. V.
Degree:
Cand. Sci. (Econ.), Associate Professor, department of Information Technology in Economics and Management, the Branch of National Research University MPEI in Smolensk
Location:
Smolensk
All articles:
Tools of organizational change management using swarm intelligence methods
Synergy and evolution of information systems in holding management
System analysis of risky project realization using special scales (for example
Simulation modeling and fuzzy logic in real-time decision-making of airport services
Assigning priorities in technological hubs using simulation and fuzzy logic
Complex simulation using genetic algorithms
Developing the economic information system for automated analysis of unstructured text documents
Hybrid cyber-modeling in economics: actor-network theory
The author:
Kozlov P.
Degree:
PhD in Engineering, Assistant, The Branch of National Research University «MPEI» in Smolensk
Location:
Smolensk
All articles:
Developing the economic information system for automated analysis of unstructured text documents
Using fuzzy decision trees to rubricate unstructured small-sized text documents
Rubrication of text documents based on fuzzy difference relations
Rubrication of text documents based on fuzzy difference relations
The author:
Ross G.
Degree:
Dr. Sci. (Eng.), Professor, Chief Researcher, Scientific Laboratory of “Semantic Analysis and Integration”, Plekhanov Russian University of Economics
Location:
Moscow, Russia
All articles:
Agreement conclusion optimization and search for optimum rules of stopping
Hybrid cyber-modeling in economics: actor-network theory
NON-factors and super fuzzy logic
Developing the economic information system for automated analysis of unstructured text documents
Information technologies for forecasting the economic processes of financial bubbles control
Model of intelligent planning of robot behavior in a team of robots
