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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 www.megaputer.com 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 E-mail 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) 330-0110 or email info@megaputer.com 120 W Seventh Street, Suite 314 Bloomington, IN 47404 USA


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