Clustering Analysis for Customer Audio Conversations in InsurTech

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

4aa901e7ab8295f07139911c8bed1ae6?s=256&d=mm&r=g

Author

Dr. Param Jeet

View all Articles

4aa901e7ab8295f07139911c8bed1ae6?s=256&d=mm&r=g

Author

Sudhanshu Joshi

View all Articles

Top Insights

Manchester City Scores Big with GlobalLogic

Manchester City Scores Big with GlobalLogic

AI and MLBig Data & AnalyticsCloudDigital TransformationExperience DesignMobilitySecurityMedia
Twitter users urged to trigger SARs against energy companies

Twitter users urged to trigger SARs against energy...

Big Data & AnalyticsDigital TransformationInnovation
Retail After COVID-19: How Innovation is Powering the New Normal

Retail After COVID-19: How Innovation is Powering the...

Digital TransformationInsightsConsumer and Retail

Top Authors

Amit Handoo

Amit Handoo

Vice President, Client Engagement

Chet Kolley

Chet Kolley

SVP & GM, Medical Technology BU

Ravikrishna Yallapragada

Ravikrishna Yallapragada

AVP, Engineering

Mark Norkin

Mark Norkin

Consultant, Engineering

Sujatha Malik

Sujatha Malik

Principal Architect

Top Insights Categories

  • URL copied!