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TM PolyAnalyst Data and Text Mining tool Your Knowledge Partner TM www.megaputer.com © 2007 Megaputer Intelligence Inc. Megaputer Intelligence • Knowledge discovery tools for business users • Easy-to-understand actionable results Data Overload Useful Knowledge © 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 © 2007 Megaputer Intelligence Inc. Two types of PolyAnalyst users Data Analyst Visual analytic scenario Decision Maker Interactive up-to-date reports © 2007 Megaputer Intelligence Inc. PolyAnalyst application domains Government Insurance Financial High Tech Consumer Products Manufacturing © 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 © 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 © 2007 Megaputer Intelligence Inc. PolyAnalyst for data analyst © 2007 Megaputer Intelligence Inc. Visual script builder Drag&Drop; Configure; Execute © 2007 Megaputer Intelligence Inc. Data grid © 2007 Megaputer Intelligence Inc. Data statistics display © 2007 Megaputer Intelligence Inc. Intelligent spell checker User can edit suggested replacements © 2007 Megaputer Intelligence Inc. Generated term replacements Substitution rules are applied automatically when script is re-executed © 2007 Megaputer Intelligence Inc. Advanced search engine Supports natural language and PDL-based searching © 2007 Megaputer Intelligence Inc. Pattern Definition Language Pattern Definition Language operators © 2007 Megaputer Intelligence Inc. Dictionary Manager PolyAnalyst Dictionary Manager: pre-loaded and user-defined dictionaries © 2007 Megaputer Intelligence Inc. Dictionary Editor PolyAnalyst Dictionary Editor: list of synonyms and other hierarchical semantic relationships © 2007 Megaputer Intelligence Inc. Keyword extraction Frequently encountered terms (and their linguistic modifications) © 2007 Megaputer Intelligence Inc. Phrase extraction Frequently encountered collocations of terms © 2007 Megaputer Intelligence Inc. Link Analysis Correlations of terms on the document, paragraph or sentence level © 2007 Megaputer Intelligence Inc. Term cluster layout Isolation of clusters of correlated terms © 2007 Megaputer Intelligence Inc. Document clustering - statistics Distribution of documents by discovered clusters © 2007 Megaputer Intelligence Inc. Document clustering - results Discovered groups of similar documents © 2007 Megaputer Intelligence Inc. Taxonomy building Hierarchical clustering helps build a tentative taxonomy that can be edited © 2007 Megaputer Intelligence Inc. Taxonomy categorization Monitoring data for known issues of importance © 2007 Megaputer Intelligence Inc. Self-learning categorization Document categorization based on training examples: Support Vector Machine and Naïve Bayesian algorithms © 2007 Megaputer Intelligence Inc. Multi-dimensional analysis Displays distribution of cases across multiple dimensions © 2007 Megaputer Intelligence Inc. Drill-down on text dimensions Drill-down to 622 cases that have problems with modem © 2007 Megaputer Intelligence Inc. Drill-down on text dimensions Further drill-down to No dial tone problem (20 cases) © 2007 Megaputer Intelligence Inc. OLAP matrix Distribution of problems by product © 2007 Megaputer Intelligence Inc. Scheduling script re-execution Step 1: Select nodes to re-execute Step 2: Set execution time © 2007 Megaputer Intelligence Inc. PolyAnalyst for decision makers © 2007 Megaputer Intelligence Inc. Report Editor collects results Nicely arrange key results of performed analysis © 2007 Megaputer Intelligence Inc. Interactive Dashboard for execs Decision makers see and manipulate up-to-date key results © 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 © 2007 Megaputer Intelligence Inc. Contacting Megaputer Call (812) 330-0110 or email [email protected] 120 W Seventh Street, Suite 314 Bloomington, IN 47404 USA © 2007 Megaputer Intelligence Inc.