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Essay proofreader that gives user feedback about the overall quality of their essay, informing them of any common mistakes.

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DoubleCheck

Team Members:

  • Jared Jolton
  • Ryan Bohannon
  • Connor Davis
  • Wil Braun
  • Joe Kiefer

Title of Project: DoubleCheck

Description: Essay proofreader that gives user feedback about the overall quality of their essay, informing them of any common mistakes.

Vision Statement: Everyone makes mistakes

Motivation: Provide a tool to help streamline the task of essay writing by providing instant feedback and suggestions regarding spelling, grammar, and topics.

Risks:

  • May have difficulty finding graded college essays to train supervised learning algorithm
  • Scale of project, ability to correctly implement desired characteristics

Mitigation strategy:

  • Collaboration with leading experts in the NLP field
  • Utilization of open source libraries (NLTK, GenSim, Numpy, etc.)
  • Essay writing domain knowledge
  • Use of personal essay resources, and other essays from college students

How to Run:

  • clone repository
  • navigate to express directory
  • run "npm install" to install required packages
  • run "node server.js" to launch the website locally

Repo Organization

  • 'engine' directory contains all NLP files, sample essays, and machine learning scripts
  • 'express' directory contains all files necessary to launch website
  • 'documentation' directory contains automatically generated HTML pages with information about engine code
  • 'screenshots' directory contains screenshots of project progress
  • root level contains all files required for CSCI 3308 (Presentation, PDF, README, etc.)

List of requirements:

User Requirements Functional Requirements Non-Functional Requirements
As a user, I want to receive feedback so that I can improve my writing. ID: 1.0 As a user, I want my documents to remain private from the rest of the world, so that I can feel comfortable uploading my writing. ID: 2.0 As a programmer, I want to have access to a dataset that is robust and reliable, so that the feedback our algorithms provide is accurate. ID: 3.0
As a user, I want a quick and immediate response so that I can make changes and corrections at a moment's notice. ID: 1.1 As a user, I want to trust the accuracy of the service, so that I can add this tool to my writing toolkit. ID: 2.1 As a programmer, I want pages to load promptly. ID: 3.1
As a college student, I want a proofreader that is easy, functional, reliable, and online so that I can have a consistent editing resource. ID: 1.2 As an admin, I want to have quick and easy access to the database, so that I can solve problems, perform maintenance, and add training data for the learning algorithms. ID: 2.2 As a programmer, I want to have a fluid menu system, so that the user can navigate the program with ease. ID: 3.2
As a writer, I want to improve my grammar, and make sure it is sound, before I submit my work, so that I can provide my best material. ID: 1.3 As an admin, I want to have access to statistics on the website, so that I can monitor our unhindered success. ID: 2.3
As a user, I want to use a clean and simple interface so that I have a hassle free experience using the program. ID: 1.4

Story points in [1-8]...

User Requirements: (Cases)

1.0 Size: 8 hours, 8 story points

1.1 Size: 5 hours, 3 story points

1.2 Size: 6 hours 5 story points

1.3 Size: 5.5 hours 5 story points

Functional Requirements: (Can be solved/addressed with code)

2.0 Size: 1 hour, 1 story point

2.1 Size: 8 hours, 8 story points

2.2 Size: .5 hours, 1 story point

2.3 Size: 3 hours, 1 story point

Non-Functional Requirements: (Users don't see: performance, security)

3.0 Size: 4 hours, 3 story points

3.1 Size: 2 hours, 1 story point

3.2 Size: 4 hours, 3 story points

Methodology: Agile

Project Tracking software:

Trello

Project plan:

![Image of Project Plan] (https://github.com/abeautifulman/DoubleCheck/blob/master/doublecheck_project_tracker.png)

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Essay proofreader that gives user feedback about the overall quality of their essay, informing them of any common mistakes.

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