AIF-C01 Question 33
Select 2A retail company wants to implement a system to recommend products to customers based on their browsing and purchase history. Which of the following are examples of AI applications that could be used in this scenario?
- A
Recommendation systems
- B
Natural Language Processing (NLP)
- C
Computer vision
- D
Forecasting
- E
Speech recognition
Show answer and explanation
Correct answers: A, D
Explanation
Recommendation systems are the primary AI application for suggesting products to users based on their browsing and purchase history. Forecasting could also play a supporting role by predicting demand or trends, which might influence the recommendations provided to customers.
- A. Correct.
Recommendation systems are directly applicable to this scenario because they analyze user behavior to suggest relevant products.
- B. Incorrect.
While NLP is used for processing and understanding human language, it is not directly relevant to the given scenario of recommending products based on browsing or purchase history.
- C. Incorrect.
Computer vision is used for analyzing and understanding images or videos, which is not relevant to the task of recommending products based on user history.
- D. Correct.
Forecasting can be used to predict demand for products or sales trends, which can indirectly support the recommendation process in terms of inventory or popularity analysis.
- E. Incorrect.
Speech recognition is used to process and interpret spoken language, and it is not applicable in this scenario focused on product recommendations.