• Login
    View Item 
    •   DSpace@RPI Home
    • Tetherless World Constellation
    • Tetherless World Publications
    • View Item
    •   DSpace@RPI Home
    • Tetherless World Constellation
    • Tetherless World Publications
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Data Processing

    Author
    Huang, Fang
    Thumbnail
    Other Contributors
    Date Issued
    2019-01-01
    Degree
    Terms of Use
    Full Citation
    Fang Huang (2019) Data Processing. In: Schintler L., McNeely C. (eds) Encyclopedia of Big Data. Springer, Cham. https://doi.org/10.1007/978-3-319-32001-4_314-1
    Metadata
    Show full item record
    URI
    https://doi.org/10.1007/978-3-319-32001-4_314-1; https://hdl.handle.net/20.500.13015/6597
    Abstract
    Data processing (DP) refers to the extraction of information through organizing, indexing, and manipulating data. Information here means valuable relationships and patterns that can help solve problems of interest. In history, the capability and efficiency of DP have been improving with the advancement of technology. Processing involving intensive human labor has been gradually replaced by machines and computers. The methods of DP refer to the techniques and algorithms used for extracting information from data. For example, processing of facial recognition data needs classification, and processing of climate data requires time series analysis. The results of DP, i.e., the information extracted, also depend largely on data quality. Data quality problems like missing values and duplications can be solved through various methods, but some systematic issues like equipment design error and data...;
    Department
    Publisher
    Encyclopedia of Big Data
    Relationships
    Access
    Collections
    • Tetherless World Publications

    Browse

    All of DSpace@RPICommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    Login

    DSpace software copyright © 2002-2023  DuraSpace
    Contact Us | Send Feedback
    DSpace Express is a service operated by 
    Atmire NV