Multivariate Analysis of Text Data from Image Information Acquired by Wearable Device

被引:0
|
作者
Domoto, Eri [1 ]
Shibata, Junko [2 ]
Fukushima, Mizuki [3 ]
Okuhara, Koji [4 ]
机构
[1] Hiroshima Univ Econ, Fac Econ, Hiroshima, Japan
[2] Kobe Gakuin Univ, Fac Econ, Kobe, Hyogo, Japan
[3] Fujitsu Hokuriku Syst Ltd, Kanazawa, Ishikawa, Japan
[4] Toyama Prefectural Univ, Grad Sch Engn, Toyama, Japan
关键词
Multivariate Analysis; Life Log; Behavior Pattern; Text Data Mining;
D O I
10.1109/SCIS-ISIS.2018.00077
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, we obtain life log data from visibility information using smart glass which is a wearable device. In the proposed system, it consists of a text data collection part by cooperation between smart glass and image recognition API and activity recognition part. The activity recognition part incorporates multidimensional scaling analysis method and correspondence analysis for classifying data. As a result of utilizing the development system in real life, it was able to detect similarities and events for behavior from the difference of the object caught on sight.
引用
收藏
页码:405 / 408
页数:4
相关论文
共 50 条
  • [1] Analysis of Vital Signals Acquired from Wearable Device
    Kumar, Deepak
    Adarsh, A.
    Chandrika, S.
    Kishor, N.
    Mala, R.
    EMERGING RESEARCH IN ELECTRONICS, COMPUTER SCIENCE AND TECHNOLOGY, ICERECT 2018, 2019, 545 : 423 - 436
  • [2] IMAGE RECOVERY FROM DATA ACQUIRED WITH A CHARGE-COUPLED-DEVICE CAMERA
    SNYDER, DL
    HAMMOUD, AM
    WHITE, RL
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1993, 10 (05) : 1014 - 1023
  • [3] Text Analysis and Information Retrieval of Text Data
    Gupta, Honey
    Kottwani, Aveena
    Gogia, Soniya
    Chaudhari, Sheetal
    PROCEEDINGS OF THE 2016 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2016, : 788 - 792
  • [4] DEVICE FOR MULTIVARIATE-ANALYSIS OF DISCRETE INFORMATION
    KUZNETSOV, VM
    MAMEEV, VV
    PETLIN, GN
    TOMCHAKOV, VK
    INSTRUMENTS AND EXPERIMENTAL TECHNIQUES, 1977, 20 (04) : 1019 - 1020
  • [5] Data Analysis on Multivariate Image Set
    Nair, Shruti
    Ha, Sungsoo
    Xu, Wei
    2018 NEW YORK SCIENTIFIC DATA SUMMIT (NYSDS), 2018,
  • [6] Sentiment Analysis of Elderly Wearable Device Users Based on Text Mining
    Zhou, Jin
    Zhou, Meiyu
    ADVANCES IN USABILITY, USER EXPERIENCE, WEARABLE AND ASSISTIVE TECHNOLOGY, AHFE 2021, 2021, 275 : 360 - 365
  • [7] A Wearable Device for Monitoring Sweat Rates via Image Analysis
    Matzeu, Giusy
    Fay, Cormac
    Vaillant, Alix
    Coyle, Shirley
    Diamond, Dermot
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2016, 63 (08) : 1672 - 1680
  • [8] Effects of including spatial information in clustering multivariate image data
    Krooshof, Patrick W. T.
    Tran, Thanh N.
    Postma, Geert J.
    Melssen, Willem J.
    Buydens, Lutgarde M. C.
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2006, 25 (11) : 1067 - 1080
  • [9] ANALYSIS OF MULTIVARIATE CATEGORICAL DATA FROM CLINICAL-TRIALS WITH PRETRIAL INFORMATION
    LEE, TY
    BIOMETRICS, 1978, 34 (04) : 739 - 739
  • [10] Image generation from text with entity information fusion
    Zhou, Deyu
    Sun, Kai
    Hu, Mingqi
    He, Yulan
    KNOWLEDGE-BASED SYSTEMS, 2021, 227