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
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
  • [1] Healthcare Application of Smart Home User's Behavior Prediction
    Vavilov, Dmitry
    Melezhik, Alexey
    Platonov, Ivan
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2014, : 325 - 328
  • [2] SMART HOME From User's Behavior to Prediction of Energy Consumption
    Hawarah, Lamis
    Jacomino, Mireille
    Ploix, Stephane
    [J]. ICINCO 2010: PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 1, 2010, : 147 - 153
  • [3] User Behavior Prediction in the "Offline" Smart Home Solutions
    Milykh, Valery
    Vavilov, Dmitry
    Platonov, Ivan
    Anisimov, Alexander
    [J]. 2016 Zooming Innovation in Consumer Electronics International Conference (ZINC), 2016, : 24 - 27
  • [4] Simulation research and design of user behavior prediction for smart home Internet of Things
    Shi, Jinmei
    Zhao, Qingcheng
    Zhou, Ailing
    Ye, Peng
    [J]. PROCEEDINGS OF 2023 7TH INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING, EITCE 2023, 2023, : 1217 - 1221
  • [5] Simulation research and design of user behavior prediction for smart home Internet of Things
    Shi, Jinmei
    Zhao, Qingcheng
    Zhou, Ailing
    Ye, Peng
    [J]. ACM International Conference Proceeding Series, 2023, : 1217 - 1221
  • [6] User’s behavior study for smart houses occupant prediction
    Rachid Kadouche
    Belkacem Chikhaoui
    Bessam Abdulrazak
    [J]. annals of telecommunications - annales des télécommunications, 2010, 65 : 539 - 543
  • [7] User's behavior study for smart houses occupant prediction
    Kadouche, Rachid
    Chikhaoui, Belkacem
    Abdulrazak, Bessam
    [J]. ANNALS OF TELECOMMUNICATIONS, 2010, 65 (9-10) : 539 - 543
  • [8] User Behavior Prediction Model For Smart Home Using Parallelized Neural Network Algorithm
    Xu, Gaowei
    Liu, Min
    Li, Fei
    Zhang, Feng
    Shen, Weiming
    [J]. 2016 IEEE 20TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2016, : 221 - 226
  • [9] A Novel User Behavior Prediction Model Based on Automatic Annotated Behavior Recognition in Smart Home Systems
    Ningbo Zhang
    Yajie Yan
    Xuzhen Zhu
    Jing Wang
    [J]. China Communications, 2022, 19 (09) : 116 - 132
  • [10] A Novel User Behavior Prediction Model Based on Automatic Annotated Behavior Recognition in Smart Home Systems
    Zhang, Ningbo
    Yan, Yajie
    Zhu, Xuzhen
    Wang, Jing
    [J]. CHINA COMMUNICATIONS, 2022, 19 (09) : 116 - 132