Project Groups

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Va.jpg IS428 Visual Analytics for Business Intelligence

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Project Groups

Please change Your Team name to your project topic and change student name to your own name

Project Team Project Title/Description Project Artifacts Project Member

TBC

TBC!

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  • ABC
  • DEF
Vigilante

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Visualizing Terrorism Threats & Activities

The threat of terrorism is growing everyday and many countries have taken steps to mitigate the risks of terrorism. Over the past few years, there is a rise in research on terrorist organizations and the activities they have performed throughout the years. However, more still needs to be done to analyze past terrorist activities and gain insights from it easily so that all countries could better prepare for a worst case scenario.
In this project, we are interested to find out and understand more information about each terrorists’ organization and their attack patterns (e.g. bombing, assassination, shooting) regionally/globally. Also, we hope to be able to identify possible linkages between the number of terrorist activities occurring in each country and its development status.

  • Gwendoline Tan Wan Xin
  • Lim Kim Yong
  • Tan Kee Hock

CATalytics

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Times Higher Education (THE) World University Rankings
According to a survey of more than 14,000 international students in Australia and the UK, 77% of students listed both university and subject rankings as “very important” when deciding a place to study. However, most rankings systems online merely list out the universities and their rankings relative to each other, without delving into the breakdown of performance indicators that may affect the rankings. This makes it difficult for anyone to truly visualize the information being displayed and how various factors interact with each other. As such, given the importance of these rankings in decision-making, this project hopes to provide an interactive outlet to aid students in their decision-making process. Furthermore, we hope that the dynamic visual created not only provides interactivity between performance indicators but also reveals trends and hidden patterns of associations (that tabular formats might miss out) to aid in future decision making.

  • Albert Bingei
  • Cornelia Tisandinia Larasati
  • Timothy Tan Swee Guang

JJJ

Singapore’s increasing population and land scarcity makes urban planning increasingly relevant to policy makers. Commuter patterns give insight to assess the current situation in Singapore. In this project, we seek to uncover commuter patterns and better visualize them for easy understanding to aid formulation of policies to improve our living standards.

  • Joachim Fu
  • Jouta Lim
  • James Chua

TheBigScreen

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Visualization of Movie Data

Is it possible to predict how good a movie will be before it even screens? This is a subjective question. While some rely on movie critics and early reviews, others depend on instinct. However, we know reviews can take a long time to gather and human instinct is simply unreliable. Thousands of movies are produced every year and all of them our clamouring for the $11 we spend on movie tickets! Our group wants to know if we can predict which movies are worth you spending your money and time on.

  • Heng Yi Teng Mabel
  • Chen Huiyan
  • Tee Yu Xuan
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  • Lee Wai Tong Arnold
  • Lim Lai Ho
  • Tan Yong Kiong, Alson
TSL International
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A Time-series Comparison and Drilldown Visualization of Economies Worldwide

Ever wondered how one country's economy was doing compared to another? What about the effects of current events or economic policies over time?

For the curious economist, job seeker or migrant, this visualization aims to aid you in knowing the changes in economy over time - globally, regionally and by country. We want to let you make an informed decision by:

  • Intuitively knowing which countries and its industries are in growth/decline compared to the region and other countries and
  • Having clarity on the economic effects of policies or current events of one nation on another
  • Margot Stelleman
  • Li Wei Qiao
  • Thomas Thio


Forensic Ninja

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Email Header Analysis and Visualisation

From Yahoo scanning its users’ incoming emails on behalf of FBI[1]to emails exchanges between two founders of a Syracuse development company being used in the court[2], emails are often used for investigations to uncover foul play of various types. Since many insights can be derived from human to human communication, analysing emails allow us to uncover “never before seen” patterns and correlation. Whether it is fraud or missing employees, emails can definitely provide more information about the current situation, and allow us to find out the main players in these occurrences.

  • Lim Hui Ting
  • Jonathan Eduard Chua Lim

TEN

Insights to the tourism sector

The tourism is a big source of revenue for Singapore, with the total contribution of the Travel and Tourism industry making up 10.1% of the country’s GDP in year 2014. It is therefore crucial for those in the country to understand how the tourism industry is performing, as well as the effectiveness of various events in stimulating the tourism industry in the country, in order to improve the industry performance.

However, available information about the industry performance is often represented in the format of data tables in the worst case, or simple line, bar or pie charts in the best of cases. These methods of visualization are often insufficient to accurately represent the complex nature of the industry, and thus provides limited utility to readers.

Our group therefore intends to use various visualization methods such as high-dimensional visualization methods like tree or heat maps and time-series visualization methods like cycle plots to visualize and express important information and trends about the industry to readers. These information could be used to show the effectiveness of various strategies to boost tourism like the F1 Race, as well as to explain trends like the drop in tourism in year 2015.


  • Liu Bowei
  • Teo Hui Min
  • Wang Jingxuan

Team Unknown yet

To be decided

To be decided

  • Zheng Xiye
  • Yang Chengzhen
  • Liang Bing
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Air Traffic Visualisers

Visualizing Air Traffic and Accidents

The airplane industry is a very volatile industry. Various events can occur that would lead to the whole airline industry to go into a downward spiral. Clear examples of this events are the September 11 Terrorist Attacks and the 2009 Financial Crisis. However, how much of airline industry is affected due to commercial airplane crashes, and how badly does it affect the number of passengers travelling within the United States. In this project, our team intend to make use of data visualisation techniques to help correlate between airplane crashes and the number of passengers travelling within the United States. We intend to answer various questions such as, the impact of an airplane crash that occurred in US compared to an airplane crash that occurred outside of the US and other questions such as, what should companies do when such an incident happened.


  • Aaron Mak Kang Sheng
  • Ong Ming Hao


Kabak

Visualizing how new coders learn programming

To be added in


  • Au Loong Zer Kirby
  • Audrey Jee Zhi Ying
  • Bong Jun Hao


Team Members
Kabak Au Loong Zer Kirby Audrey Jee Zhi Ying Bong Jun Hao
JJJ Joachim Fu Jouta Lim James Chua
TheBigScreen Heng Yi Teng Mabel Chen Huiyan Tee Yu Xuan
GAStech Jr. Crimebusters Joanne Ong Shi Ying Rachel Tay
Forensic Ninja Lim Hui Ting Jonathan Eduard Chua Lim
Unknown Yet Zheng Xiye Yang Chengzhen Liang Bing