TY - GEN
T1 - Recognition of human's implicit intention based on an eyeball movement pattern analysis
AU - Jang, Young Min
AU - Lee, Sangil
AU - Mallipeddi, Rammohan
AU - Kwak, Ho Wan
AU - Lee, Minho
PY - 2011
Y1 - 2011
N2 - We propose a new approach for a human's implicit intention recognition system based on an eyeball movement pattern analysis. In this paper, we present a comprehensive classification of human's implicit intention. Based on Bernard's research, we define the Human's implicit intention as informational and navigational intent. The intent for navigational searching is to locate a particular interesting object in an input scene. The intent for informational searching is to locate interesting area concerning a particular topic in order to obtain information from a specific location. In the proposed model, eyeball movement pattern analysis is considered for classifying the two different types of implicit intention. The experimental results show that the proposed model generates plausible recognition performance using a fixation length and counts with a simple nearest neighborhood classifier.
AB - We propose a new approach for a human's implicit intention recognition system based on an eyeball movement pattern analysis. In this paper, we present a comprehensive classification of human's implicit intention. Based on Bernard's research, we define the Human's implicit intention as informational and navigational intent. The intent for navigational searching is to locate a particular interesting object in an input scene. The intent for informational searching is to locate interesting area concerning a particular topic in order to obtain information from a specific location. In the proposed model, eyeball movement pattern analysis is considered for classifying the two different types of implicit intention. The experimental results show that the proposed model generates plausible recognition performance using a fixation length and counts with a simple nearest neighborhood classifier.
KW - eyeball movement
KW - human computer interface & interaction
KW - human intention monitoring system
KW - implicit intention
KW - informational intent
KW - navigational intent
UR - https://www.scopus.com/pages/publications/81855191892
U2 - 10.1007/978-3-642-24955-6_17
DO - 10.1007/978-3-642-24955-6_17
M3 - Conference contribution
AN - SCOPUS:81855191892
SN - 9783642249549
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 138
EP - 145
BT - Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings
T2 - 18th International Conference on Neural Information Processing, ICONIP 2011
Y2 - 13 November 2011 through 17 November 2011
ER -