Knowledge Trends - Analysis of Data Frames

ARES System is an application dedicated to data analysis based on Rough Sets, Emerging Patterns and Support Vector Machine. The paper presents a concept of flexible data frames defined within information system and their application in revealing data and knowledge trends in respect to order of data elements in the information system. The trends can be presented by analysis of rules and credibility coefficients, concerning the defined data frames.