India's largest platform for AI & Analytics leaders, professionals & aspirants

Sign in

India's largest platform for AI & Analytics leaders, professionals & aspirants

3AI Digital Library

Hot Spot Analysis

3AI September 6, 2020

Talent Analytics

Problem Statement

  • The Dynamics of Change in Application usage pattern of users depend on many factors like the Behavior & attributes of users as well as Seasonal Factors like Duration of the month, Time of the day.
  • An Approach to increase and improve engagement of users on Social Platform through Application Recommendations with real time change based on User behavior.

Analytics Led Approach



Business Impact

  • Patterns identified and new business rules obtained from the analysis.
  • Establish rules to be implemented in the system based on transaction amount, expense type and associate profile.


Critical Success Factors

  • Easily implementable Rule Based Algorithm whose results have been validated through Statistical Methodology.
  • Real Time Monitoring of the Algorithm for Optimum Performance.
  • More Dynamic and Adapts to change in user Behavior to provide Recommendations.

    3AI Trending Articles

  • ML & Data Science Solutions: Build, Buy or Outsource?

    Data and analytics leaders increasingly believe that data science is a critical component of their analytics and business intelligence (BI) modernization plans, and are clamoring to incorporate new. Technologies such as predictive analytics, machine learning and deep neural nets sit at the Peak of Inflated Expectations on related Gartner Hype Cycle. While some degree of backlash […]

  • P&L Forecasting Enabled by Analytics

    Author: Rajagopal Rangarajan, Senior Manager – Analytics, AB InBev Accurate P&L forecasts help companies build a good financial plan for the year. It enables the financial planning team in allocating resources more meaningfully across the company. For large and highly leveraged companies like AB-InBev with annual Revenues more than $50 Bn and with a debt […]

  • A Paradigm Shift in Management Education Powered by Large Language Models

    Featured Article: Author:  Dr. Tuhin Chattopadhyay, Professor, Jagdish Sheth School of Management, Bengaluru, India, Founder & CEO, Tuhin AI Advisory, Abstract. The paper explores the potential of large language models in transforming management education. The paper first introduces the concept of large language models and explains how they work. Subsequently, the paper explores the different […]

  • View: The way countries handle Foreign Policy will change due to Digital Transformation

    The way countries handle foreign policy will change irreversibly in the future due to digital transformation. . There is hardly any aspect of life that hasn’t been affected by the Covid-19 pandemic. New technologies, inventions and well-organised tools are being developed every day. Digital transformation has occurred all around us. It impacted every business, reducing […]