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
来源：
2018 JOINT 10TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 19TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS) | 2018年
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
  • [41] Linear Discriminant Analysis for Large-Scale data : Application on Text and Image data
    Elhadji Ille Gado, Nassara
    Grall-Maes, Edith
    Kharouf, Malika
    2016 15TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2016), 2016, : 961 - 964
  • [42] Software for automatic analysis of image and sound data simultaneously acquired from high-speed videoendoscopy
    Jiang, Tao
    Luo, Shouhua
    Yan, Yuling
    PHOTONIC THERAPEUTICS AND DIAGNOSTICS IX, 2013, 8565
  • [43] From image data towards microstructure information - Accuracy analysis at the digital core of materials
    Eidel, Bernhard
    Fischer, Andreas
    Gote, Ajinkya
    ZAMM-ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 2021, 101 (06):
  • [44] Italian Studies and Digital Interdisciplinarity: From Text to Context, from Data to Image
    Cirnigliaro, Giuditta
    Federici, Angelica
    Federici, Valeria
    ITALIANIST, 2022, 42 (03): : 315 - 318
  • [45] Wearable Device-Based Data Collection and Feature Analysis Method for Outdoor Sports
    An, Jun
    INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2022, 13 (03)
  • [46] A Novel Wearable Device to Quantify Myopia-Related Behavior Pattern: Analysis of the Data
    Lan, Weizhong
    I-PERCEPTION, 2017, 8 : 16 - 16
  • [47] BAYESIAN INFORMATION CRITERION ANALYSIS FOR ACCURACY IMPROVEMENT OF MULTIVARIATE TIME SERIES DATA ANALYSIS
    Ohshiro, Ayako
    Nakamura, Morikazu
    COMPUTING AND INFORMATICS, 2024, 43 (05) : 1137 - 1160
  • [48] Strategies to improve information extraction from multivariate geophysical data suites
    Anderson-Mayes, Ann-Marie
    EXPLORATION GEOPHYSICS, 2002, 33 (02) : 57 - 64
  • [49] From Data Processing to Multivariate Validation - Essential Steps in Extracting Interpretable Information from Metabolomics Data
    Eliasson, Mattias
    Rannar, Stefan
    Trygg, Johan
    CURRENT PHARMACEUTICAL BIOTECHNOLOGY, 2011, 12 (07) : 996 - 1004
  • [50] Predicting Depression with Text, Image, and Profile Data from Social Media
    Ignatiev, N.
    Smirnov, I
    Stankevich, M.
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS (ICPRAM), 2021, : 753 - 760
12345