Browsing Assistance Service for Intranet Information Systems

Authors:
Peter Géczy;Noriaki Izumi;Shotaro Akaho;Kôiti Hasida
Affiliations:
National Institute of Advanced Industrial Science and Technology (AIST), , Tokyo and Tsukuba, Japan;National Institute of Advanced Industrial Science and Technology (AIST), , Tokyo and Tsukuba, Japan;National Institute of Advanced Industrial Science and Technology (AIST), , Tokyo and Tsukuba, Japan;National Institute of Advanced Industrial Science and Technology (AIST), , Tokyo and Tsukuba, Japan
Venue:
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Year:
2008

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Abstract

Improved usability and efficiency of organizational information systems brings economical benefits to the organization and time benefits to the users. We present a browsing assistance service suitable for the organizational intranet environments. It helps users to shorten their browsing interactions and achieve their goals faster. These benefits are accomplished by providing relevant suggestions on the potential navigation targets of interest to the users. The system design employs the analytics of user browsing behavior and its appropriate segmentation. It efficiently utilizes the initial and the terminal navigation points for providing recommendations. The performance of the system has been evaluated on the real world data of a large scale intranet portal.