Clustering Analysis for Customer Audio Conversations in InsurTech

Insight categories: AI and MLBig Data & AnalyticsHealthcareTechnology

Clients interact with customer care representatives from the insurance industry every day. These recorded phone conversations are a valuable source of information for the kinds of questions consumers ask and what their preferences are when purchasing an insurance plan.

How can the insurance sector employ cluster analysis with its call data in order to better serve its clients? Learn how customer phone calls can be converted to a transcript, cleaned of unnecessary words, converted to a vectorized form, and modelled using KMeans and Word2Vec.

Authors

clustering analysis

Author

Dr. Param Jeet

View all Articles

clustering analysis

Author

Sudhanshu Joshi

View all Articles

Top Authors

Ravikrishna Yallapragada

Ravikrishna Yallapragada

AVP, Engineering

Christina Gurgu

Christina Gurgu

Director, Client Engagement

Cosmin Stirbu

Cosmin Stirbu

Competency Center Manager, Engineering

Andrei Margineanu

Andrei Margineanu

Associate Vice President

Alexandra Groza

Alexandra Groza

Lead Specialist, Marketing

All Categories

  • URL copied!