Chronological states of viewer’s intentions using hidden Markov models and features of eye movement
Journal Title: EAI Endorsed Transactions on Context-aware Systems and Applications - Year 2014, Vol 1, Issue 1
Abstract
To determine the possibility of predicting viewer’s internal states using the hidden Markov model, several features of eye movements were introduced to the model. Performance was measured using the data from a set of eye movement features recorded during recall tests which consisted of observations of three levels of task difficulty. The features were the temporal appearances of fixations and saccades, and combinations of 8 viewed directions during long and short eye movements. As a result, features of long eye movements, such as saccade information, contributed to prediction accuracy. Also, this prediction accuracy was regulated by the difficulty of the task.
Authors and Affiliations
Minoru Nakayama, Naoya Takahashi
Querying Object-Oriented Databases Based on Signature Graph and n-ary Tree
In this paper, we suggest a new technique to create index helping for querying almost identical similarities with keywords in case there is no correct match found. It’s based on a signature graph and n-ary tree helping t...
An approach for summarization of two-sentences Vietnamese paragraph
The purpose of this paper is to introduce a general approach for summarizing the meaning of Vietnamese paragraphs based on simple two-sentences. The studied objects are paragraphs having the common characteristics: the f...
Infrastructure-less Occupancy Detection and Semantic Localization in Smart Environments
Accurate estimation of localized occupancy related informa- tion in real time enables a broad range of intelligent smart environment applications. A large number of studies using heterogeneous sensor arrays reflect the m...
A hybrid feature selection method for credit scoring
Reliable credit scoring models played a very important role of retail banks to evaluate credit applications and it has been widely studied. The main objective of this paper is to build a hybrid credit scoring model using...
Some Improvements on Active Queue Management Mechanism Based on Adaptive Fuzzy Control
Active queue management operates at network nodes to control the number of packets in the queue of nodes, by actively receiving packets when the queue is not full, removing packets when the queue is full or notifying bot...