Automated Learning of User-Behaviour Patterns in Intelligent House Environment

被引:0
|
作者
Adamek, Dominika [1 ]
Popek, Grzegorz [1 ]
机构
[1] Wroclaw Univ Sci & Technol, Dept Comp Sci & Management, Wyb Wyspianskiego 18, PL-50370 Wroclaw, Poland
关键词
mart environments; sequential pattern mining; user behaviour; automated learning; ambient intelligencemart environments; ambient intelligences; RULES;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Intelligent environments become omnipresent and grow increasingly autonomous. Following this trend, the focus of an undertaken research is set on unassisted learning a behaviour of an user situated in an intelligent house. In the paper we discuss some candidate approaches to this problem - mostly focusing on a sequential pattern mining approach - and propose some tweaks showing possibilities of their further extension.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Anomaly detection in the web logs using user-behaviour networks
    You J.
    Wang X.
    Jin L.
    Zhang Y.
    International Journal of Web Engineering and Technology, 2019, 14 (02) : 178 - 199
  • [2] URBAN MALAYS' USER-BEHAVIOUR AND PERSPECTIVE ON PRIVACY AND SPATIAL ORGANIZATION OF HOUSING
    Hashim, Ahmad Hariza
    Ali, Harlina Mohamad
    Abu Samah, Asnarulkhadi
    ARCHNET-IJAR INTERNATIONAL JOURNAL OF ARCHITECTURAL RESEARCH, 2009, 3 (01) : 197 - 208
  • [3] Addressing the evolution of automated user behaviour patterns by runtime model interpretation
    Serral, Estefania
    Valderas, Pedro
    Pelechano, Vicente
    SOFTWARE AND SYSTEMS MODELING, 2015, 14 (04): : 1387 - 1420
  • [4] Addressing the evolution of automated user behaviour patterns by runtime model interpretation
    Estefanía Serral
    Pedro Valderas
    Vicente Pelechano
    Software & Systems Modeling, 2015, 14 : 1387 - 1420
  • [5] Automated User Modeling for Intelligent Interface
    Int J Hum Comput Interact, 3 (237):
  • [6] Automated user modeling for intelligent interface
    Yoshida, K
    Motoda, H
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 1996, 8 (03) : 237 - 258
  • [7] Situvis: A Visual Tool for Modeling a User's Behaviour Patterns in a Pervasive Environment
    Clear, Adrian K.
    Shannon, Ross
    Holland, Thomas
    Quigley, Aaron
    Dobson, Simon
    Nixon, Paddy
    PERVASIVE COMPUTING, PROCEEDINGS, 2009, 5538 : 327 - 341
  • [8] On mobile user behaviour patterns
    Vojnovic, Milan
    2008 INTERNATIONAL ZURICH SEMINAR ON COMMUNICATIONS, 2008, : 26 - 29
  • [9] An analysis of branching behaviour patterns in an interactive hypermedia learning environment
    Song, CR
    ONLINE INFORMATION REVIEW, 2003, 27 (03) : 196 - 206
  • [10] User-guided reinforcement learning of robot assistive tasks for an intelligent environment
    Wang, Y
    Huber, M
    Papudesi, VN
    Cook, DJ
    IROS 2003: PROCEEDINGS OF THE 2003 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2003, : 424 - 429