Smart Home User's Behavior Prediction

被引：0
|
作者：
Vavilov, Dmitry [1 ]
Melezhik, Alexey [2 ]
Platonov, Ivan [3 ]
机构：
[1] T Syst, St Petersburg, Russia
[2] Gazprom Promgaz, St Petersburg, Russia
[3] SPbGU Politech, St Petersburg, Russia
来源：
2013 IEEE THIRD INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - BERLIN (ICCE-BERLIN) | 2013年
关键词：
usability; recommender system; prediction techniques; cyclicality of user activities;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Modern Smart Home solutions can be generally classified as sensor-based or user-directive based. Prediction of the User Behavior is a very promising approach because it improves usability of Smart Home devices critical for their future expansion. It requires an effective enough, cheap, flexible, and easy implemented algorithms. Such "light" algorithms previously developed for predicting of TV viewer activities could be easily adapted for Smart Home devices programming.
引用
收藏
页数：4
相关论文
共 50 条
  • [31] Monitoring user activities in smart home environments
    Sajid Hussain
    Senol Zafer Erdogan
    Jong Hyuk Park
    [J]. Information Systems Frontiers, 2009, 11 (5) : 537 - 537
  • [32] User Involvement in Training Smart Home Agents
    Sieger, Leonie Nora
    Hermann, Julia
    Schomaecker, Astrid
    Heindorf, Stefan
    Meske, Christian
    Hey, Celine-Chiara
    Doganguen, Ayseguel
    [J]. PROCEEDINGS OF THE 10TH CONFERENCE ON HUMAN-AGENT INTERACTION, HAI 2022, 2022, : 76 - 85
  • [33] Stochastic Analysis of Smart Home User Activities
    Alam, M. R.
    Reaz, M. B. I.
    Hashim, F. H.
    Ali, M. A. M.
    [J]. 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2011, : 21 - 23
  • [34] USER PRESENCE RECOGNITION IN SMART HOME SYSTEMS
    Maric, Mladen
    Stefanovic, Igor
    Pavlovic, Roman
    Pap, Istvan
    [J]. 2020 28TH TELECOMMUNICATIONS FORUM (TELFOR), 2020, : 129 - 132
  • [35] PrivacyGuard: Enhancing Smart Home User Privacy
    Yu, Keyang
    Li, Qi
    Chen, Dong
    Rahman, Mohammad
    Wang, Shiqiang
    [J]. IPSN'21: PROCEEDINGS OF THE 20TH ACM/IEEE CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS, 2021, : 62 - 76
  • [36] Impact of User Habits in Smart Home Control
    Vazquez, Felix Iglesias
    Kastner, Wolfgang
    Reinisch, Christian
    [J]. 2011 IEEE 16TH CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2011,
  • [37] Multiple User Activities Recognition in Smart Home
    Lee, YaHua
    Lin, Fuchun Joseph
    Chen, Wei-Han
    [J]. IOT AS A SERVICE, IOTAAS 2017, 2018, 246 : 202 - 209
  • [38] User Perceptions and Experiences with Smart Home Updates
    Haney, Julie M.
    Furman, Susanne M.
    [J]. 2023 IEEE SYMPOSIUM ON SECURITY AND PRIVACY, SP, 2023, : 2867 - 2884
  • [39] Monitoring user activities in smart home environments
    Hussain, Sajid
    Erdogen, Senol Zafer
    Park, Jong Hyuk
    [J]. INFORMATION SYSTEMS FRONTIERS, 2009, 11 (05) : 539 - 549
  • [40] Monitoring user activities in smart home environments
    Sajid Hussain
    Senol Zafer Erdogen
    Jong Hyuk Park
    [J]. Information Systems Frontiers, 2009, 11 : 539 - 549
12345