• 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.

    Towards Explanation of Scientific and Technological Emergence

    Author
    Michaelis, James; McGuinness, Deborah; Chang, Cynthia; Hunter, Daniel; Babko-Malaya, Olga
    Thumbnail
    Other Contributors
    Date Issued
    2013-08-25
    Subject
    Foresight and Understanding from Scientific Exposition (FUSE)
    Degree
    Terms of Use
    Metadata
    Show full item record
    URI
    http://archive.tw.rpi.edu/media/latest/ASONAM2013_MICHAELIS.pdf; https://hdl.handle.net/20.500.13015/4529
    Abstract
    Analysts who are interested in quickly identifying new and emerging scientific advancements have numerous challenges as the breadth, depth, and volume of scientific literature increases. Network analysis and mining is key to the success in this task. The ARBITER system seeks to identify indicators of emergence and provide a system that is capable of analyzing corpora of full text and metadata to identify emerging science topics and explain its reasoning and conclusions. In this paper, we describe a network-modeling framework that is used in the ARBITER system, and describe our novel hybrid approach using probabilistic foundations in combination with semantic technology and introduce our explanation infrastructure. We include a discussion of some challenges and opportunities related to explaining hybrid approaches to indicator-based analysis and emergence detection.;
    Department
    Relationships
    https://tw.rpi.edu/project/FUSE;
    Access
    Collections
    • Tetherless World Publications

    Browse

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

    My Account

    Login

    DSpace software copyright © 2002-2022  DuraSpace
    Contact Us | Send Feedback
    DSpace Express is a service operated by 
    Atmire NV