Title :
An adaptive user interface based on personalized learning
Author :
Liu, Jiming ; Wong, Chi Kuen ; Hui, Ka Keung
Author_Institution :
Comput. Sci. Dept., Hong Kong Baptist Univ., China
Abstract :
This adaptive user interface provides individualized, just-in-time assistance to users by recording user interface events and frequencies, organizing them into episodes, and automatically deriving patterns. It also builds, maintains, and makes suggestions based on user profiles.
Keywords :
adaptive systems; human factors; learning (artificial intelligence); user interfaces; adaptive user interface; episodes; just-in-time assistance; personalized learning; usability; user profiles; Application software; Change detection algorithms; Data mining; Displays; Event detection; Information analysis; Keyboards; Pattern recognition; Software systems; User interfaces;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2003.1193657
