Title :
Analysis of menu selection behavior using information scent model
Author :
Horiguchi, Y. ; Shinsu An ; Sawaragi, Tetsuo ; Nakanishi, Hayao
Author_Institution :
Dept. of Mech. Eng. & Sci., Kyoto Univ., Kyoto, Japan
Abstract :
This study applies information scent model to the domain of menu-based interfaces and demonstrates its ability to predict user behavior within a menu hierarchy. The information scent model addresses how people make use of perceptual cues like snippets of text in order to make their navigation decisions in choosing a particular option and gives a formula to measure the relevance of each option to a particular goal concept. The model was used to analyze the data collected in a set of experiments to study characteristics of users´ menu selection behaviors. Users have to base their navigation decisions on the lexical similarity found on menu labels with their intended use when they have not learned the structure of the menu system yet. Our analysis confirmed that the information scent distribution can give a useful indicator to predict which item in a menu such users may select.
Keywords :
data analysis; user interfaces; goal concept; information scent distribution; information scent model; lexical similarity; menu hierarchy; menu-based interface; navigation decision; perceptual cue; text snippet; user menu selection behavior; user navigation;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505334