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What is Recommendation Engines

Encyclopedia of Data Science and Machine Learning
Refers to a dominant application of customer analytics which allows dynamic real-time display of tailored offers during product searches. These are sort of information filters which can mine user preferences from huge datasets of past transactions of the users, and then recommend them new relevant content.
Published in Chapter:
Customer Analytics: Deep Dive Into Customer Data
Shivinder Nijjer (Chitkara University, India), Devesh Bathla (Chitkara University, India), Sandhir Sharma (Chitkara Business School, Chitkara University, India), and Sahil Raj (Punjabi University, India)
Copyright: © 2023 |Pages: 16
DOI: 10.4018/978-1-7998-9220-5.ch063
Abstract
Firms all across the world have been investing substantially in data analytics, and analysts predict a 60% increase in investment in customer analytics by the year 2023. The function of marketing has always grappled with gaining complete attention of customers and keeping away the competition. For this, the firms have been consistently redesigning their strategies and introducing new techniques to enhance customer centricity. Digital era and emergence of artificial intelligence (AI) and machine learning (ML) are enabling marketeers to reach their ultimate goal of generating individualized or personalized recommendations. With unconventional data sources at hand and equally unconventional tools to analyse these streams of data, customer experience enhancement knows no bounds. Therefore, considering the novelty and significance of customer analytics, this article sheds light on sources of customer data, tools for customer analytics, and implications and benefits of customer analytics.
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