SigmaWay Blog

SigmaWay Blog tries to aggregate original and third party content for the site users. It caters to articles on Process Improvement, Lean Six Sigma, Analytics, Market Intelligence, Training ,IT Services and industries which SigmaWay caters to

Advanced Text Mining: Classification of textual data from various feedback forums

A computer technology company wanted an automatic solution to classify customer problems and complaints that were posted on the company's Tech Forums as well as agent transcripts associated with customer calls that were stored in databases. It wanted a "text mining and codification engine" to which Natural Language Processing could be applied to categorize conversations automatically and thus aid Microsoft in analyzing text data objectively and quantitatively. The solution provided had four major milestones: Data Access, Data Loading, Classification Design, Development Accuracy, and Validation Accuracy. The text mining framework provided was able to categorize the texts automatically into five stages of classification. Thus with the assurance of accurate results, the company was able to take quick informed decisions based on customer feedback. Read more at: http://analyticsindiamag.com/advanced-text-mining-by-extracting-insights-from-various-forums-helps-in-addressing-and-analyzing-customer-feedback/

Rate this blog entry:
Social Media Analytics Market: A Report
Big Data vs. Data Privacy

Related Posts

 

Comments

No comments made yet. Be the first to submit a comment
Already Registered? Login Here
Guest
Friday, 18 October 2019
If you'd like to register, please fill in the username, password and name fields.

Sigma Connect

sigmaway forums

Forum

Raise a question

Access Now

sigmaway blogs

Blogs

Blog on cutting edge topics

Read More

sigmaway events

Events

Hangout with us

Learn More

sigmaway newsletter

Newsletter

Start your subscription

Signup Now

Sign up for our newsletter

Follow us