Designing Workforce Management Systems for Industry 4.0

4AI-Based Competency Model and Design in the Workforce Development System

Parin Somani, Shashi Kant Gupta, Chandra Kumar Dixit, and Anchal Pathak

DOI: 10.1201/9781003357070-4

CONTENTS

1. 4.1 Introduction

2. 4.2 Problem Statement

3. 4.3 Proposed Work

   1. 4.3.1 Collection of Data

   2. 4.3.2 Data Preprocessing

   3. 4.3.3 Competency-Based Model

   4. 4.3.4 Applications of Artificial Intelligence

   5. 4.3.5 Discriminate Regressive Artificial Neural Network

   6. 4.3.6 Statistical Analysis by Analysis of Variance

   7. 4.3.7 Improved Self-Adaptive Frog Leaping Algorithm

4. 4.4 Performance Analytics

   1. 4.4.1 Accuracy

   2. 4.4.2 Hiring Time

   3. 4.4.3 Selection of Skilled Employee

   4. 4.4.4 Managing the Feedback

   5. 4.4.5 Design Principle of Competency Model

      1. 4.4.5.1 Excellent Communication

      2. 4.4.5.2 Effective Teamwork ...