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#Highlighter Suggest

DCR Highlighter Suggest

Reading and highlighting texts take a long time. Using Artificial Intelligence and natural language processing have created Highlighter Suggest, a module that reads and understands the text and returns these suggestions to the user. The user can then accept or reject these suggestions.

We monitor user’s reaction to each suggestion and use this knowledge to train the computer to make better suggestions in the future.

A new button is added to the Highlighter module which invokes a natural language processing module that analyzes the text and returns sets of suggestions for roles, activities and rules. Below we have clicked the suggest button and the result is shown as dotted lines around words. Placing the mouse over a word will show the type etc as the role of a “Person” below:

Clicking Add Item will mark the suggested text.

Benchmarks

The following table compares the performance of the Highlighter Suggest module against highlights that have been manually performed by expert users.

Case IdTitleDescription Source# Activities (manual highlights)#Activities SuggestedFalse PositivesFalse Negatives
1Hospital WorkflowProcess Description
DCR Process Model
111211
2Insurance WorkflowProcess Description
DCR Process Model
111100
3Computer Repair ServiceProcess Description
DCR Process Model
141202
4Expense Handling ProcessDCR Process Model61200

Related Release notes

Release 4.2

  • Welcome to Highlighter Suggest

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