Where are the People?Derrick Low, Tan Yong Sheng, Tay Wei Kiat

Agenda

Situation

Project Description

Challenges

Milestones

References

Situation

Situation Project Description Challenges Milestones References

Situation

Situation Project Description Challenges Milestones References

Project Description

• Capture Human Density • Time• Singapore

• Create Interactive Interfaces• Easy Analysis of Data• Flexibility

What will we be doing?

SituationProject

Description Challenges Milestones References

Project Description

• Geotagged tweets (Twitter)

• Check-ins (Foursquare)

• Facebook Places

Data Sources

SituationProject

Description Challenges Milestones References

Challenges

• Data• Have too much noise in them• Might not be a clear representation of population

• Technical Skills• UI design• Data Mining

• Time

Situation Project Description Challenges Milestones References

• Research on topics

• Determine Scope

• Project Draft

• Learning Phase

• Data Crawling

• Data Cleaning

• Learning Phase

• Development

• Integration with Database

Milestones

Project Scoping Data Mining UI Development

Situation Project Description Challenges Milestones References

References

• http://www.shopping.sg/about-singapore/singapore-shopping-malls

• http://www.cnngo.com/singapore/shop/5-best-heartland-malls-singapore-097352

• http://www.straitstimes.com/BreakingNews/Singapore/Story/STIStory_622505.html

• http://sharonanngoh.com/2010/03/23/robinsons-may-be-heading-for-heartland-malls/

Situation Project Description Challenges Milestones References

Thank you for your comments.

The End