Project Groups

IS428 Visual Analytics for Business Intelligence

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Visual Analytics Project

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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
NO.G.A.D.A	Visualizing Korean Tourism Over the years, the tourism sector has been an essential part of South Korea's growth, with over 17 million of foreign tourists having reached Korea in 2016. Under the Ministry of Culture and Tourism of South Korea, the Korea Tourism Organisation (KTO) currently oversees and promotes Korea as a vibrant and popular tourism destination through various strategic assignments. However, a platform to comprehensively understand seasonal patterns and demographic trends in visitor arrivals is needed amidst South Korea's rapidly developing tourism industry. We aim to provide an interactive visualization to address such areas to help KTO identify areas that need attention and further investments.	Proposal Poster Application Report	Lee Hyeonjeong Kim Do Yeon Kim Huiyeon
Homviz Homies	Visualizing Housing Development Board Flats Supply, Demand and Affordability In the recent years, housing prices have been on the rise making it difficult for Singaporeans to own a house. In the National Day Rally 2018, PM Mr. Lee Hsien Loong addressed to the issue of housing to Singaporean. He stated the importance of the 99-year lease of Home Ownership as compared to Singaporean renting a house. However, several older estates were built within short periods such as Marine Parade, Ang Mo Kio and Bedok when their 99-year lease has expired they will all expire at the same time and the flats will be returned to the state. The government has also been progressively taking back flats over the years for redevelopment. Through our visualization, we hope to depict a visualization that allows the user to have an overview of the distribution of flats lease years, the supply and demand of flats, buying back prices of flats and number of households and units that are affected by the taking back of flats.	Proposal Poster Application Report	Lau Zi Quan Vera Low Yun Le Thanh An
MicroHeart	A Visual Study into Our Ageing Population According to Data.gov.sg, by 2030, the ageing population in Singapore is projected to reach approximately 90,000, which is almost double of the current ageing population. Therefore, a better understanding of the current ageing population situation and other facilities is needed in order to better prepare for the ageing population. We aim to provide an insightful data visualization on our ageing population in order to identify the gaps in the management of an ageing population for our country.	Proposal Poster Application Report	Ye Min Oo Cliff Halim Tirtamaya Ahmad Saifullah Bin Mustaffa
Unicorn Ventures	Startup Ecosystems in Singapore and Hong Kong Blockchain, artificial intelligence, data science, edtech and internet-of-things are all buzzwords today in this new innovation era. What are the upcoming and growing technologies? What is the survival rate of startups amidst the technological boom? How does the investor profile breakdown look like? What makes a startup ecosystem robust and attractive?... Unicorn Ventures aims to analyse the startup ecosystem in Singapore and Hong Kong, two of the four Asian Tigers today. By doing so, we hope to feature a more interactive web-based visualization for policy makers, investors or founders to gain a comprehensive understanding of the current startup landscape.	Proposal Poster Application Report	Chen Yuge Fu Yu Zhuo Yunying
The Defenders	Visualising Global Data Breaches The internet has become an indispensable tool in today’s business world. While it has fostered a tremendous amount of economic growth, it also introduced a series of profound vulnerabilities with a multitude of impacts: socially, economically and/or invading privacy of an individual or organizations. In 2017, cyber attacks totaled up to $600 billion dollars globally. This alarming number has caught the world’s attention. It is believed that attackers will become increasingly creative with attack methods and increasingly destructive payloads that better target system vulnerabilities, with the luxury of anonymity and time. In view of this, the government and multinational corporations have started investing in cyber security to minimize the damage caused by cyber-attacks.	Proposal Poster Application Report	Lim Li Xuan Tan Xin Yi Yeo Qi Xun
GeViz	Visualizing Government Procurement GeBIZ is a Singapore Government’s one-stop e-procurement portal which facilitates the entire procurement lifecycle and revenue tender activities between Singapore government and local and overseas supplies electronically since June 2000. The purpose of the portal is to be transparency, encourage fair and open competition and to generate demands / quotations. With this portal, more companies are tendering for projects hence increasing the competitiveness. We aim to create a visualisation which benefits businesses in crafting bidding prices and increasing their chances in winning the government contracts and tender. In addition, we hope to give an overview and identify interesting patterns of government spending.	Proposal Poster Application Report	Sheryl Chong Man Er Kung Jun Wen (Sofia) Nguyen Dang Thanh Ha
	Visualizing Singapore’s Trade and Impact The robust Singapore economy and growth depends heavily on global trade. As a country with virtually no natural resources and comparatively small domestic market, Singapore must be open to external markets in order for the economy to thrive; as two-thirds of Singapore’s GDP is generated by external demand. PM Lee mentioned during the recent National Day Rally 2018 about how there might be potential trade impacts and challenges for Singapore; the international system is at a turning point due to the mounting trade tensions between the world’s economic giants (U.S. and China / U.S. and Europe). Thus, we aim to provide a visualization tool to allow the ease of monitoring, identifying trade patterns and impacts with reference to the total trade figures, commodities type, services and the trade relationships between countries over the years.	Proposal Poster Application Research Paper	Sheryl Yeo Vincent Koh Ng Wei En
Group 12(CJS)	Happiness always matter(World Happiness Index) How happy are you today? How happy were you yesterday? How about last year? Well, this may sound bizarre but did you know happiness can be measured, and by happiness here, we are referring to that of countries. In fact, United Nations Sustainable Development Solutions Network has been publishing a world happiness index report every year since 2012. To come up with the final happiness index, 6 parameters - GDP per capita, social support, healthy life expectancy, freedom to make life choices, generosity, and perception of corruption - are taken into account.Here comes the question of whether is there something more the large amount of data being used in this report could tell us, and that’s exactly what our team would like to find out through this project.	Proposal Poster Application Research Paper	Chaw Khin Nyein Jonas Nevin Sheng Wang
FoodScapers	Food Scape of Singapore Singapore is well known for its diversity and fusion of food, with influences from the Chinese, Indians, Malays, to the French and even Italian. Interesting, this unique blend of authentic Singaporean food can only be found in Singapore. More often than not, restaurants in present-day Singapore can be seen serving fusion food inspired by Singapore’s diversity. Instead of having the differences divide the country, Singapore’s diversity serve as a spark to Singapore’s unique melting pot of food culture. Through our visualisation, we hope to represent the distribution of food diversity throughout Singapore. In particular, we would dive deeper to uncover what makes a specific location a food paradise for a specific race, the purpose behind the food stalls and the price elasticity of food.	Proposal Poster Application Report	Chrysta Yuen Jia Lin Gokarn Mallika Nitin Sean Koh Jia Ming
	Visualising Singapore's Household Electricity Consumption Household electricity consumption in Singapore has increased by about 17% over the past decade, according to a report by the National Environment Agency in May 2018. On aggregate levels, Singapore households consumed 7,295 GWh (gigawatt hours) in 2017, which roughly translates to an average expenditure of $1,000 a year on electricity per household. Electricity consumption is a national issue, especially given that about 95% of Singapore's electricity supply is imported. It is therefore important to encourage households to consume electricity in more sustainable ways. As such, we aim to better communicate electricity consumption patterns to people in Singapore, in the hopes of encouraging sustainable consumption. We hope to achieve this through our visualisation of the distribution of household electricity consumption across planning regions, accounting for type of residential homes, income and demographic profiles.	Proposal Poster Application Report	Zheng BingBing Chua Sing Rue
Sixes	Visualizing Prevalence of smoking Every year, more than 480,000 people die due to tobacco-related diseases. That is around 1 in 5 of all deaths annually. It is estimated that 1 in 2 smokers will die from a smoking-related disease. This interactive data visualization tool shows modeled trends in smoking prevalence worldwide. Our aim is to reveal perspectives of smoking and correlates, determinants and consequences about smoking with visual analytics.	Proposal Poster Application Report	Lyc Cheng Liu Jinlong Ji Xinyi
Apple Crunch	Visualizing Kickstarter Campaigns Kickstarter is a crowdfunding platform where individuals or businesses seek help from the public in financing their ideas to turn them into reality. The platform has a "all or nothing" rule where campaign/project initiators must set a funding goal, and can only receive the donated amount if it is at least equal to their funding goal. However as of October 5th of 2018, only 36% of projects in Kickstarter were able to reach their goal amount, which means that about two in every three campaigns do not get any funding for their ideas. Now we ask, how can we make a successful campaign then?	Proposal Poster Application Report	Le Van Tuan Long Rainean Young Calubad Arivazhagan Karunakaran
Grab C.H.A	Visualizing Grab's Sentiments GrabTaxi Holdings Pte. Ltd., or Grab began as a technology company offering ride-hailing services through its app in 2012. Since then, it has expanded its business operations into multi verticals, including delivery services (GrabFood, GrabExpress), as well as payment methods (GrabPay). Leveraging on social media listening, this project will help Grab to understand Singaporeans’ sentiments toward the company. We will be able to identify some topics currently embedded within the social media discussion space, understanding what are some current concerns that consumers have expressed, and be able to track changes in the intensities of these topics over time. This provides Grab with an avenue to effectively allocate resources to improve on its services by addressing the most important issues first. Follow our journey as we visualise public sentiments on Grab’s services!	Home Proposal Poster Application Report	Aaron Poh Weixin Huang Huanyuan Siow Chun Yen Jodie
The Olympiad	Visualising Dominance and Bias in the Summer Olympics	Proposal Poster Application Proposal	Chew Yuxi Tian Seet Yuen Clifton Ngeow Shu-Jin

Team	Members
FoodScapers	Mallika Gokarn			Chrysta Yuen Jia Lin			Sean Koh Jia Ming			Student name			Student name			Student name
Homviz Homies	Zi Quan			Vera Low Yun			Le Thanh An			Student name			Student name			Student name
GeViz	Sheryl Chong Man Er			Kung Jun Wen (Sofia)			Nguyen Dang Thanh Ha			Student name			Student name			Student name
NO.G.A.D.A	Lee Hyeonjeong			Kim Do Yeon			Huiyeon Kim			Student name			Student name			Student name
Group 12(CJS)	Chaw Khin Nyein			Jonas Nevin			Sheng Wang			Student name			Student name			Student name
Charge Metrics	Zheng BingBing			Chua Sing Rue			Student name			Student name			Student name			Student name
Unicorn Ventures	Chen Yuge			Fu Yu			Zhuo Yunying			Student name			Student name			Student name
Apple Crunch	Le Van Tuan Long			Rainean Young Calubad			Arivazhagan Karunakaran			Student name			Student name			Student name
The Defenders	Lim Li Xuan			Yeo Qi Xun			Tan Xin Yi			Student name			Student name			Student name
MicroHeart	Ahmad Saifullah Bin Mustaffa			Cliff Halim Tirtamaya			Ye Min Oo			Student name			Student name			Student name
Sixes	Liu Jinlong			Ji Xinyi			Lyu Cheng			Student name			Student name			Student name
UserImportUserExport	Sheryl Yeo			Vincent Koh			Ng Wei En			Student name			Student name			Student name
Grab C.H.A	Aaron Poh Weixin			Huang Huanyuan			Siow Chun Yen Jodie			Student name			Student name			Student name
The Olympiad	Chew Yuxi			Tian Seet Yuen			Clifton Ngeow Shu-Jin			Student name			Student name			Student name