DataLogic/R

Category Intelligent Software>Data Mining Systems/Tools and Intelligent Software>Expert (Knowledge Based) Systems

Abstract DataLogic/R is a professional tool for knowledge acquisition, classification, predictive modeling (data mining), expert system development and database "mining". DataLogic extracts rules from databases by finding the best representation for the knowledge.

It was designed to perform multiple tasks in data analysis, knowledge discovery and reasoning from data. DataLogic/R is based on a new, proprietary approach to working with imprecise, incomplete and inconsistent data.

The key idea behind DataLogic is that generalization of information helps to uncover regularities and knowledge in data. DataLogic provides rigorous mathematical techniques for generalization of information in data and for analysis of knowledge contained in databases.

What does it do?

DataLogic extracts knowledge from disorganized, incomplete and ambiguous data and presents this knowledge in the form of simple rule statements. It does this by eliminating superfluous and irrelevant information, by combining the key logical and probabilistic patterns in data, and by finding the best representation for the knowledge.

DataLogic can be used on your business or process data to:

1) Look for important patterns, events and regularities in data to uncover important knowledge, e.g. in market research, stock trend analysis, analysis of scientific data, agricultural research, drug research, etc.

2) Develop predictive models/forecasts which can be easily updated as new data are obtained, e.g. credit and collection models, forecasting of business performance, prediction of bankruptcies, quality control, process control models, etc.

3) Develop expert systems for handling inquiries, decision support, deskhelp, e.g. for mortgage approval, auditing medical claims, under- writing of loans, real estate appraisal, fault diagnosis, medical diagnosis, etc.

How is it better than other products?

DataLogic provides a combination of technical capabilities for reasoning from data Not offered by many other Artificial Intelligent (AI) products or technology. This includes the ability to:

1) Ignore noise while searching for strong repetitive patterns.

2) Provide clear knowledge and models which are easy to understand and work with.

3) Work with imprecise, incomplete and inconsistent data.

4) Represent knowledge in databases by exploring both logical and probabilistic information contained in databases.

5) Generate rules that are, on average, twice as strong as rules from other machine learning or induction products.

Note: Data are linked to representation of the system and may be simplified or aggregated. To overcome this problem, DataLogic uses new forms of data intelligence based on an extension of the set theory. The method provides a theoretical framework for data analysis and knowledge discovery from ambiguous data. It is based on the premise that generalization of information helps to uncover regularities in data.

DataLogic software provides rigorous mathematical techniques for generation of information from data, and for analysis of knowledge contained in databases.

System Requirements

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Manufacturer

Manufacturer Web Site DataLogic/R

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G6G Abstract Number 20157

G6G Manufacturer Number 102261