Extraction of user interaction patterns for low-usability web pages

Authors:
Toshiya Yamada;Noboru Nakamichi;Tomoko Matsui
Affiliations:
Department of Statistical Science, The Graduate University for Advanced Studies, Tachikawa, Tokyo, Japan;Faculty of Information Sciences and Engineering, Nanzan University, Seto, Aichi Japan;The Institute of Statistical Mathematics, Tachikawa, Tokyo, Japan
Venue:
HCD'11 Proceedings of the 2nd international conference on Human centered design
Year:
2011

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Abstract

Our goal is to point out usability problems in web pages in order to improve the web usability. We investigate the relation between user interaction behaviors in web-viewing and evaluation results of web usability by subjects. And we extract discriminative patterns for user interaction behaviors in visited web pages with low usability by using the PrefixSpan based subsequence boosting (Pboost).