Cherenkov I. Information technology development of pricing strategy on the basis of the flow of Internet news

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0414U001544

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

20-03-2014

Specialized Academic Board

Д64.050.07

Essay

Research object: forming of the pricing strategy of the enterprise. Research aim: to increase the accuracy of price forecasting by automatic analysis of the external factors effect on the price behavior by analyzing online news stream. Research methods: theory of systems analysis, classification and clustering, technologies of data mining, methods of mathematical statistics; machine learning methods. Theoretical and practical results: the development of a web based service-oriented information technology for text minig from online news stream and automatic analysis of the external factors effect on the behavior of price. Novelty: improved data mining techniques, improved methods of hierarchical clustering, improved price forecasting method based on association rules, improved information technology of the pricing strategy. Degree of implementation: Ltd "Energeticheskie tehnologie" and Ltd "Energetehinvest" (Kharkiv). Scope of application: commodity markets with elastic demand.

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