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# Improve

## Categorization

- Categorization. An introduction to categorization.

- Troubleshoot Categorization. How to diagnose and solve some common problems in categorization.

- Conceptual Categories. An introduction to conceptual categories, which are the normal type of categories in IDOL.

- Binary Categories. An introduction to binary categories, which categorize documents according to the answer to a yes or no question.

- Simple Categories. An introduction to simple categories, which assign documents to the closest match of three categories.

## Taxonomy

- Taxonomy. Information about how to create and improve a taxonomy.

  - Taxonomy Configuration. A reference describing the taxonomy configuration parameters.

## Clusters

- Cluster from Snapshots. Information about how to cluster data using snapshots.

  - Uses for Clusters from Snapshots. How to use snapshot cluster data.

  - Troubleshoot Clusters from Snapshots. How to improve the clustering from snapshot process.

  - Algorithmic Outline. A brief description of how IDOL performs snapshot clustering.

- Dynamic Clustering. Information about how to cluster data with query summaries.

  - Algorithmic Outline. A brief description of how IDOL performs dynamic clustering.

- Query Result Clustering. Information about how to cluster query results.

  - Algorithmic Outline. A brief description of how IDOL performs query result clustering.

- Document Tag Clustering. Information about how to cluster documents with an index action.

  - Algorithmic Outline. A brief description of how IDOL performs document tag clustering.

## Eduction

- Eduction. Introductory information about using Eduction.

- Case Sensitivity in Eduction. Case-sensitive matching in Eduction.

- Match Special Characters. Match punctuation and special characters.

- Select Matches. Configure behavior for overlapping and multiple matches.

- Grammars. A description of the files that determine matches in Eduction.

- Extend Grammars. Extend the standard grammars with custom information.

- Eduction Performance. Improve the speed of compilation or extraction.

- Assess and Measure Eduction Grammars. Assess and measure the quality and performance of your grammars.

## Sentiment Analysis

- Sentiment Analysis. Information about using sentiment analysis.

- Components. Using sentiment analysis components to identify the parts of a match that define the sentiment.

- Configure Eduction Components. How to configure sentiment analysis components.

## Other Useful Tools

- AgentBoolean Queries. Find agents and categories that match a particular document.

- Summarization. An introduction to automatically creating summaries of documents.

- Synonyms. An introduction to using synonyms in IDOL server, and the three ways to use synonyms in queries:

  - Activate Synonyms in an IDOL Server

  - Add a Synonym Content Engine

  - Use QMS Synonym Functionality

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