1. PolyAnalyst™ text mining tool Allstate Insurance example
Sergei Ananyan
Megaputer Intelligence
(812)

2. PolyAnalyst Overview

3. PolyAnalyst™ text mining tool
Knowledge discovery tool for business users
Easy-to-understand actionable results
Data Overload
Useful Knowledge
PolyAnalyst TM

4. Text Mining with PolyAnalyst
Generating
Reports
Data Analyst
Collecting &
Storing Data
Automated
Text Analysis
Decision Maker

5. Capabilities of PolyAnalyst
Unlocks value hidden in massive volumes of data and text
Solves many typical text analysis tasks:
Categorization
Clustering
Taxonomy building
Entity extraction
Natural language search
Multi-dimensional reporting
Visual link analysis
Enterprise level scalability
Visual creation of analysis scenarios
Interactive visualization and drill-down
Executive reports

6. PolyAnalyst extra features
In addition, PolyAnalyst offers the following features:
Automated spelling correction
Negation detection
Sentiment analysis
Words and patterns search
Ability to discover unexpected issues
Dictionary editor for synonyms, abbreviations and stop-words

7. Handled Business Tasks
Survey data analysis
Call Center data analysis
Repair notes analysis
Incident report analysis
Claims notes analysis
target routing
Competitive intelligence
Fraud detection
Intellectual property research

8. PolyAnalyst application domains
Government
Insurance
Financial
High Tech
Consumer Products
Manufacturing

9. Step 1. Data Analysis

10. PolyAnalyst Data Analysis Scenarios

11. Data Loading and Integration
Import the data for analysis: any database, document collection, Internet, RSS, and mail server
Merge data from different sources
Unify and prepare records for analysis

12. Keyword Extraction
Extracts keywords that comprise the investigated documents
Displays all records for a selected keyword with the word highlighted

13. Phrase Extraction
Extracts phrases and stable combinations of words

14. Visualization of Clusters and Patterns
Provides drill-down capability to review specific cases

15. Entity Extraction
Extracts company names, geographic locations, date stamps, currency amounts, telephones, URLs, s, etc.

16. Document Clustering Hierarchical or binary grouping of documents
Automated creation of a tentative taxonomy for categorization

17. Document Categorization
Review the clustering results to introduce custom changes in the categorization patterns

18. Visualizing Categorization Results
Charts support dynamic drill-downs to original documents

19. Advanced Search Engine
Offers term proximity searches, dictionary-based searches and more

20. Dictionary Management
Dictionaries provide the base for linguistic-based search and categorization functions, maintain lists of known and stop words
Dictionary Manager allows to importing or creating domain-specific thesauri

21. Step 2. Reporting PolyAnalyst for Business Users

22. Site Manager’s Report: Food & Beverage

23. Site Manager’s Report: Villa Cleanliness

24. Benefits of Text Mining with PolyAnalyst

25. Benefits Extracting value from massive volumes of text
Dramatic reduction in the cost of data analysis
Increase in quality and speed of the analysis
PolyAnalyst successfully categorizes 95% of text records
PolyAnalyst provides 10,000 time better speed than manual analysis
Automated monitoring of data for known problems
Timely discovery of emerging issues and trends
Joint analysis of text and structured data
Objective and uniform data-driven analysis
Delivering interactive report to decision makers

26. Next Steps (812) 330-0110 sananyan@megaputer.com Call or write
120 W Seventh Street, Suite 314
Bloomington, IN USA