HMM as an Inference Technique for Context Awareness

被引:2
作者
Faridi, Ahmad [1 ]
Rahman, M. M. Hafizur [1 ]
机构
[1] IIUM, Dept Comp Sci, Kuala Lumpur 50728, Malaysia
来源
INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE (ICCSCI 2015) | 2015年 / 59卷
关键词
context awareness; hmm;
D O I
10.1016/j.procs.2015.07.567
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Context awareness is an important element in the pervasive and ubiquitous computing. It involves the ability of the computing system to be aware of the context in which a particular target user is experiencing. This involves the location in which the target is, the activity that the target is doing, the identity of that target and the time in which the activity occur. Once these two elements are known we propose the use of HMM to predict and infer the context of the user. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:454 / 458
页数:5
相关论文
共 7 条
[1]  
Alpayadin E., 2004, INTRO MACHINE LEARNI
[2]  
[Anonymous], 1970, ANN MATH STAT
[3]  
Ayu M, 2011, 2011 IEEE S COMP INF
[4]  
Ayu M. A., 2012, PROCEDIA ENG, V41
[5]  
Fishkin KP, 2004, IEEE INT CONF FUZZY, P3
[6]  
Gross T., 2001, Awareness in Context-Aware Information Systems
[7]  
Schuster-Bockler Benjamin, 2007, Curr Protoc Bioinformatics, VAppendix 3, p3A, DOI 10.1002/0471250953.bia03as18