Your browser does not support JavaScript. Please to enable it.

Terms & Conditions

The idea you wish to view belongs to a community that requires acceptance of terms and conditions.

RejectAccept
    New Comment
    Sign In  |  Register
    Search
     
    Prev | Next

    Cybersecurity Analysis based on Machine Learning

    by Haojunzhi Yu 1519875209000

    • {{:upVoteCount}}
    • {{:downVoteCount}}
    Username * ()
      I accept the terms and conditions (see side bar). I understand all content I am submitting must be licensed under an open-source software or Creative Commons license as described in the Terms and Conditions:

      on

      Description

      We will focus on following improvements:

      1. Data collection

                Transfer data from PDF to text files.

      1. Text extraction

                Extract text contents from the documents.

      1. Sentence tokenizing

                Remove stop words, group sentences with similar meanings, and mark groups with certain labels.

      1. Classification of category and subcategories

                Classify each group based on meaning of sentences.

            5.  Interface for easily indicating the location of files

      Implementation Method:

                 Tools/Platforms: Anaconda(Jupyter), SPSS Modeler

                 Python Packages: NLTK, pdfminer3k, Scikit Learn, etc

      Main challenges:

                 Building proper dictionary

                 Classifying the policies

                 Making user-friendliness interface

      Timeline:

      1. Before February 28th: Idea
      2. Before March 10th: Data collection & Methodology & Tools choosing
      3. Before April 25th: Realization & Results
      4. Before May 3th: Improvements
      5. Final results & presentation

      Expected Outcomes:

      Building a user-friendliness dictionary

       

       

       

       

       

      Co-authors to your solution

      Zijing Yu, Qinruo Wu, Zihao Wang

      Link to your concept design and documentation (Required by the final day of the Submission & Collaboration phase)

      Link to an online working solution or prototype (Required by the final day of the Submission & Collaboration phase):

      Link to a video or screencast of your solution or prototype (Required by the final day of the Submission & Collaboration phase):

      Link to source code of your solution or prototype above. (If you submitted a link to an online solution or prototype, or to a video of your solution of prototype, you must provide a link to the source code. This item is required by the final day of the submission phase):

      Cybersecurity,Classification,Tokenization,Interface,Text Analytics,Data Extraction
      Total Reviews: 0
      Judge review
      Reviewed by: All Users
      Score: 0.0
      0 20 40 60 80 100
      Alignment with Challenge Objectives The idea is aligned with the strategic direction of the challenge. 1 = Strongly Disagree ; 5 = Strongly Agree

      Score: 0.0 Weight: 100

      Sound data analysis & accuracy of results The idea provides sound data analysis & accuracy of results. 1 = Strongly Disagree ; 5 = Strongly Agree

      Score: 0.0 Weight: 100

      Originality The idea adds originality that the market will value and/or is clearly an improvement over our/the current approach. 1 = Strongly Disagree ; 5 = Strongly Agree

      Score: 0.0 Weight: 100

      User FriendlinessThe idea is logical, useful, systematic, understandable, "do-able," not overly difficult or complex for the intended benefits. 1 = Strongly Disagree ; 5 = Strongly Agree

      Score: 0.0 Weight: 100

      0%
      33%
      0%
      User Tasks ?
      Required for graduation.
      Task Assigned to Due Date Status
      Spigit Prototype
      Judge review Nicolas Engel 05/16/2018 Incomplete
      Judge review Atef Elhady 05/16/2018 Incomplete
      Crowd Analytics
      Community and Analytical Tasks
      Community and Analytical Tasks Added Progress Status
      Spigit Prototype
      Contact your application administrator.

      Attachments

        Request to become a member

        Type a short message to the owner of this idea.:

        Invite Team Members

        Username * (Type in a few characters to search for users.)
          Message
          *Required
          No team members yet.