Title
Analysis of menu selection behavior using information scent model
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.
Year
DOI
Venue
2012
10.1109/SCIS-ISIS.2012.6505334
SCIS&ISIS
Keywords
Field
DocType
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
Lexical similarity,World Wide Web,Information scent,Information retrieval,Computer science,Artificial intelligence,Study Characteristics,Hierarchy,Perception,Machine learning
Conference
ISSN
ISBN
Citations 
2377-6870
978-1-4673-2742-8
0
PageRank 
References 
Authors
0.34
2
4
Name
Order
Citations
PageRank
Horiguchi, Y.100.34
Shinsu An200.34
Sawaragi, T.300.34
Nakanishi, H.434.15