Signal Proposal

TEAM

PROPOSAL

POSTER

APPLICATION

RESEARCH PAPER

PROBLEM & MOTIVATION

GeBIZ is a Singapore Government’s one-stop e-procurement portal which facilitates tender activities between Singapore government and local and overseas suppliers. Currently, there is no available tool to aid the public and ministries to understand and gain insights on the procurement made by the government under each ministry. Hence, we are motivated to create an interactive visualisation tool on government's procurement spending to allow the public and ministries to identify spending patterns and gain insights into procurement spending under each ministry.

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

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BACKGROUND SURVEY OF RELATED WORKS

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TOOLS & TECHNOLOGIES

Tools and technologies
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Data Architecture
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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

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REFERENCES

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COMMENTS

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