Signal Proposal

TEAM

PROPOSAL

POSTER

APPLICATION

RESEARCH PAPER

PROBLEM & MOTIVATION

This project aims to provide the public and motorists more information about road accidents that have occurred, the causes of it, and how individuals can do their part to reduce road accidents.

OBJECTIVES

In this project, we are creating a geovisualisation that is able to show the following:

• Gain an overview of traffic accident hotspots
• Explore possible correlations with traffic accidents
• Identify zones which are more prone to accidents

SELECTED DATASETS

TO BE FILLED!

BACKGROUND SURVEY OF RELATED WORKS

TO BE FILLED!

TOOLS & TECHNOLOGIES

Tools and technologies
TO BE FILLED!

Data Architecture
TO BE FILLED!

KEY CHALLENGES

The following are some of the key technical challenges that we may face throughout the course of the project:

Key Challenges	Mitigation Plan
Unfamiliarity with R and Rshiny Libraries	Attend R Shiny Workshop Independent learning via online resources such as Datacamp Ask team mates for help
Unfamiliarity with Libraries for Machine Learning and Web Crawling	Clean, transform and analyse data together Independent learning via online resources
Data Cleaning and Transformation	Need to crawl data on website to obtain training data for text classification Clean, transform the data together

TIMELINE

TO BE FILLED!

REFERENCES

TO BE FILLED!

COMMENTS

Feel free to leave us some comments so that we can improve!

No.	Name	Date	Comments
1.	Insert your name here	Insert date here	Insert comment here
2.	Insert your name here	Insert date here	Insert comment here
3.	Insert your name here	Insert date here	Insert comment here