Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
cgss15:students:jiayil:polyanalyst:weeklymeetings:1_13_2017 [2017/01/13 17:24]
jiayil
cgss15:students:jiayil:polyanalyst:weeklymeetings:1_13_2017 [2017/01/13 17:34] (current)
jiayil [Improving Subrogation Prediction through Text Analytics by Chris Farris]
Line 1: Line 1:
 +====== Megaputer Intelligence Weekly Meeting 1/13/2017 ======
 +
 +=====  Improving Subrogation Prediction through Text Analytics by Chris Farris ​ =====
 +
 +Early draft for insurance seminar. ​
 +
 +Subrogation:​ Review filed claims to determine possibility of success. ​
 +
 +Manual Subrogation:​ adjusters need to divert resources to the review process, spend time reviewing cases and reading notes, make mistakes and miss opportunities (subrogation windows). ​
 +
 +Automation and Text Analytics:  ​
 +
 +  * Consistent throughout all claims, not biased
 +  * Increased productivity
 +  * ...
 +
 +"run a stop light" "​disregard the yield light" are some examples commonly used in notes.
 +
 +Advanced Text Analytics: Entity extraction, dependency parsing, constituency parsing, part of speech tagging.
 +
 +Advantages: Quick (increased productivity) and automated, consistent and accurate, constant improvement is possible through modification. ​
 +
 +Data Cleansing: Replace and remove junk terms, expand abbreviations,​ spell check, generate dictionaries. ​
 +
 +
  
cgss15/students/jiayil/polyanalyst/weeklymeetings/1_13_2017.txt ยท Last modified: 2017/01/13 17:34 by jiayil
 
Except where otherwise noted, content on this wiki is licensed under the following license: CC Attribution-Share Alike 4.0 International
Recent changes RSS feed Donate Powered by PHP Valid XHTML 1.0 Valid CSS Driven by DokuWiki