AJAX-Based Data Collection Method for Recommender Systems

摘要

Recommender systems are powerful tools not only for e-commerce but for several areas of our Internet life. As the web has been developed, newer and newer technologies have become available to support data collection algorithms. In this paper, we present a new AJAX-based implicit data collection method which can invisibly change the user interface and collect user behavior data in real time. These two features can improve the user experience and the efficiency of the existing data collection methods.