Selectively Acquiring Customer Information: A New Data Acquisition Problem and an Active Learning-Based Solution

This paper presents a new information acquisition problem motivated by business applications where customer data has to be acquired with a specific modeling objective in mind. In the last two decades there has been substantial work in two different fields - optimal experimental design and machine learning

• Type: Journal
• Year: 2006
• Where: MANSCI
• Authors: Zhiqiang Zheng, Balaji Padmanabhan
• Keywords: Acquisition Problem, Information Acquisition Problem, MANSCI 2006, Specific Modeling Objective