Data Integrity Assessment Method Based on Data Dependence

被引：0
|
作者：
Song, Jin-yu [1 ]
Guo, Yi-ping [1 ]
Zhang, Suo-juan [1 ]
Hao, Jian-dong [1 ]
机构：
[1] Army Engn Univ PLA, Coll Command Syst Engn, Nanjing, Jiangsu, Peoples R China
来源：
2018 11TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2018) | 2018年
关键词：
data integrity; data dependence; evaluation index;
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：
Data integrity assessment measures the integrity of the data set to provide the basis for the selection, optimization and evaluation of relevant algorithms. This paper proposes that the integrity can be evaluated on the processed data set after using data dependence, and the result is sufficient to express the true integrity of the data set. This paper also puts forward the data integrity evaluation index based on data dependence, and gives the index definition, evaluation method and practical application, realizing evaluating the integrity of the overall data set from multiple dimensions. Finally, the applicability of large-scale data of the evaluation method and the accuracy of the method for evaluating attribute value integrity are verified by experiments.
引用
收藏
页数：5
相关论文
共 50 条
  • [31] Maintaining data integrity in insect biodiversity assessment projects
    Grove, Simon J.
    JOURNAL OF INSECT CONSERVATION, 2003, 7 (01) : 33 - 44
  • [32] Metrics for Assessment of Smart Grid Data Integrity Attacks
    Giani, Annarita
    Bent, Russell
    Hinrichs, Mark
    McQueen, Miles
    Poolla, Kameshwar
    2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [33] A testing data validity assessment method and testing data validation platform based on SOA
    Zhang, Beige
    Li, Chun
    Shah, Nazaraf
    Fei, Xiang
    Jiang, Lihong
    Cai, Hongming
    SERVICE ORIENTED COMPUTING AND APPLICATIONS, 2018, 12 (3-4) : 201 - 209
  • [34] On the interest of data mining for an integrity assessment of AIS messages
    Iphar, Clement
    Napoli, Aldo
    Ray, Cyril
    2016 IEEE 16TH INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), 2016, : 368 - 373
  • [35] A testing data validity assessment method and testing data validation platform based on SOA
    Beige Zhang
    Chun Li
    Nazaraf Shah
    Xiang Fei
    Lihong Jiang
    Hongming Cai
    Service Oriented Computing and Applications, 2018, 12 (3-4) : 201 - 209
  • [36] Efficient method to verify the integrity of data with supporting dynamic data in cloud computing
    Cheng Guo
    Xinyu Tang
    Yingmo Jie
    Bin Feng
    Science China Information Sciences, 2018, 61
  • [37] Efficient method to verify the integrity of data with supporting dynamic data in cloud computing
    Cheng GUO
    Xinyu TANG
    Yingmo JIE
    Bin FENG
    ScienceChina(InformationSciences), 2018, 61 (11) : 235 - 237
  • [38] Efficient method to verify the integrity of data with supporting dynamic data in cloud computing
    Guo, Cheng
    Tang, Xinyu
    Jie, Yingmo
    Feng, Bin
    SCIENCE CHINA-INFORMATION SCIENCES, 2018, 61 (11)
  • [39] Efficient data integrity and data replication in cloud using stochastic diffusion method
    M. Ramanan
    P. Vivekanandan
    Cluster Computing, 2019, 22 : 14999 - 15006
  • [40] Efficient data integrity and data replication in cloud using stochastic diffusion method
    Ramanan, M.
    Vivekanandan, P.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 6): : 14999 - 15006
12345