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© 2007 Megaputer Intelligence Inc. PolyAnalyst Data and Text Mining tool Your Knowledge Partner TM www.megaputer.com TM.

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Presentation on theme: "© 2007 Megaputer Intelligence Inc. PolyAnalyst Data and Text Mining tool Your Knowledge Partner TM www.megaputer.com TM."— Presentation transcript:

1 © 2007 Megaputer Intelligence Inc. PolyAnalyst Data and Text Mining tool Your Knowledge Partner TM TM

2 © 2007 Megaputer Intelligence Inc. Megaputer Intelligence Knowledge discovery tools for business users Easy-to-understand actionable results Data Overload Useful Knowledge

3 © 2007 Megaputer Intelligence Inc. PolyAnalyst Enterprise level client-server analytical and reporting system – Unlocks business value hidden in massive volumes of data – Efficiently analyses both structured data and free-form text – Allows business users to easily generate actionable results – Simplifies complex business analysis – Offers simple visual means for building reusable analytic scripts – Readily scales with growing volumes of data – Provides executives with re-executable custom analytic reports

4 © 2007 Megaputer Intelligence Inc. Two types of PolyAnalyst users Data AnalystDecision Maker Visual analytic scenarioInteractive up-to-date reports

5 © 2007 Megaputer Intelligence Inc. PolyAnalyst application domains Government Insurance Financial High Tech Consumer Products Manufacturing

6 © 2007 Megaputer Intelligence Inc. Technical capabilities Visual building of reusable analytical scripts that include: – Intelligent spell checking – Categorization – Clustering – Entity extraction – Natural language search – Interactive multi-dimensional analysis – Visual link analysis – Scheduled re-execution of analysis Development of reusable self-updating report templates – Up-to-date dashboards displaying key factors – Interactive presentation of results of analysis

7 © 2007 Megaputer Intelligence Inc. Handled business tasks Survey data analysis Call Center data analysis target routing Repair notes analysis Incident report analysis Claims notes analysis Competitive intelligence Fraud detection Intellectual property research

8 © 2007 Megaputer Intelligence Inc. PolyAnalyst for data analyst

9 © 2007 Megaputer Intelligence Inc. Visual script builder Drag&Drop; Configure; Execute

10 © 2007 Megaputer Intelligence Inc. Data grid

11 © 2007 Megaputer Intelligence Inc. Data statistics display

12 © 2007 Megaputer Intelligence Inc. Intelligent spell checker User can edit suggested replacements

13 © 2007 Megaputer Intelligence Inc. Generated term replacements Substitution rules are applied automatically when script is re-executed

14 © 2007 Megaputer Intelligence Inc. Advanced search engine Supports natural language and PDL-based searching

15 © 2007 Megaputer Intelligence Inc. Pattern Definition Language Pattern Definition Language operators

16 © 2007 Megaputer Intelligence Inc. Dictionary Manager PolyAnalyst Dictionary Manager: pre-loaded and user-defined dictionaries

17 © 2007 Megaputer Intelligence Inc. Dictionary Editor PolyAnalyst Dictionary Editor: list of synonyms and other hierarchical semantic relationships

18 © 2007 Megaputer Intelligence Inc. Keyword extraction Frequently encountered terms (and their linguistic modifications)

19 © 2007 Megaputer Intelligence Inc. Phrase extraction Frequently encountered collocations of terms

20 © 2007 Megaputer Intelligence Inc. Link Analysis Correlations of terms on the document, paragraph or sentence level

21 © 2007 Megaputer Intelligence Inc. Term cluster layout Isolation of clusters of correlated terms

22 © 2007 Megaputer Intelligence Inc. Document clustering - statistics Distribution of documents by discovered clusters

23 © 2007 Megaputer Intelligence Inc. Document clustering - results Discovered groups of similar documents

24 © 2007 Megaputer Intelligence Inc. Taxonomy building Hierarchical clustering helps build a tentative taxonomy that can be edited

25 © 2007 Megaputer Intelligence Inc. Taxonomy categorization Monitoring data for known issues of importance

26 © 2007 Megaputer Intelligence Inc. Self-learning categorization Document categorization based on training examples: Support Vector Machine and Naïve Bayesian algorithms

27 © 2007 Megaputer Intelligence Inc. Multi-dimensional analysis Displays distribution of cases across multiple dimensions

28 © 2007 Megaputer Intelligence Inc. Drill-down on text dimensions Drill-down to 622 cases that have problems with modem

29 © 2007 Megaputer Intelligence Inc. Drill-down on text dimensions Further drill-down to No dial tone problem (20 cases)

30 © 2007 Megaputer Intelligence Inc. OLAP matrix Distribution of problems by product

31 © 2007 Megaputer Intelligence Inc. Scheduling script re-execution Step 1: Select nodes to re-executeStep 2: Set execution time

32 © 2007 Megaputer Intelligence Inc. PolyAnalyst for decision makers

33 © 2007 Megaputer Intelligence Inc. Report Editor collects results Nicely arrange key results of performed analysis

34 © 2007 Megaputer Intelligence Inc. Interactive Dashboard for execs Decision makers see and manipulate up-to-date key results

35 © 2007 Megaputer Intelligence Inc. Benefits Dramatic cost reduction Increase in quality and speed of the analysis Objective and uniform data-driven analysis Discovery of even unexpected issues suggested by data Automated monitoring of known problems Timely discovery of newly developing issues Utilization of 100% of available data: structured and text Up-to-date reports for executives Easy to use and inexpensive to maintain solution

36 © 2007 Megaputer Intelligence Inc. Contacting Megaputer Call (812) or 120 W Seventh Street, Suite 314 Bloomington, IN USA


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