Which of the following techniques allow extracting valuable information from…
2025
Which of the following techniques allow extracting valuable information from large volumes of data and predicting outcomes of future situations?
- A.
Data warehousing
- B.
Data mining
- C.
Data analysis
- D.
Database management
Attempted by 23 students.
Show answer & explanation
Correct answer: B
Ans : b
Solution
Data mining techniques allow extracting valuable information from large volumes of data and predicting outcomes of future situations
Data Mining: Bringing out the most important data from a huge data set is known as data mining. With the help of Artificial Intelligence (AI), a CRM tries to answer the most important data queries of a business. In a CRM, data mining helps to find relations among data, classifies the customers according to business value, and helps to find answers to the following questions −
Which customers the business should target?
What is the cost of customer acquisition?
Which customers are buying (or not buying) the products?
Who are high/medium/low margin customers?
What profile customers are defaulting payment repeatedly?
How can a business segment it's market?
Can the business offer a common price for all customer segments?
For example, an analyst at Flipkart found that customers who buy a smartphone are also looking for tempered glass and cover for it. He used this information to create a bundle in which there is a smartphone, a tempered glass suited to the screen size of the smartphone, and a cover. This helped in accelerating the sale of the tempered glass and the phone back cover.