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The Convergence of Mobile, Social and Location Based Applications
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MOBILE + SOCIAL + LOCATION = ?
Wilfred Mworia
Where this talk fits in
Social Mobile location Mapping/Community/Participatory
Mapping
Some Takes from Twitter & Facebook Social data over time The concept of ‘Timeline’ The ‘Social Graph’
How does the ‘social graph’ change over time…? Does this change have any significance
Time (t)
Social actionsE.g. friend Invites (s)
???
SPACE - TIME
Time Things happen over time Online Social Experience: capturing static points
on a continuum – tweets, fb updates These static points are relevant for various
reasons: Importance to self: what I value, what I find fun.. Importance to significant others: 'friends‘Where they happen e.g. I am having fun at
WhereCampAfrica in Nairobi, new place - new experience
Time, or capturing (and sharing) moments in time Mobile Enhanced
Space
GPS Lat, Lon
Commoditization – not hard to get a GPS enabled deviceSocial commoditization – ‘ku-facebook’
Mobile Enhanced
Key Premises
People move from place to place, period (geo-location)
People move for some purpose, and have certain experiences there, and want to share those experiences (social)
What are the chances that my 'motion' influencers are similar to some other (known or unknown) person who could be in the same context? e.g. tourist in the same town? attending a conference?
Creating a New Social Experience A framework that combines social +
location NOT just social…. plus geotagging; but
geo as a central component Three components:
Capture: collect social + location based infoMine: mining that data, finding patterns,
searchVisualize: visualizing this data in a way that
makes sense
Case: GeoLife
A Microsoft Research (MSR Asia) Project Xing Xie, Yu Zheng “… GeoLife focuses on visualization,
organization, fast retrieval, and effective understanding of GPS track logs for both personal and public use. [A] platform for people to effectively manage their GPS data… understand a person’s past experience from GPS data.”
Case: GeoLife
Sharing life experiences with GPS trajectories
Generic travel recommendation Personalized location & friend
recommendation
GeoLife Architecture
GeoLife: Managing and Understanding your Past Life over Maps. Yu Zheng et al.
GeoLife: Managing and Understanding your Past Life over Maps. Yu Zheng et al.
GeoLife: Managing and Understanding your Past Life over Maps. Yu Zheng et al.
References GeoLife: Building social networks using
human location history http://research.microsoft.com/en-us/projects/geolife
GeoLife: Managing and Understanding your Past Life over Maps. Yu Zheng et al.
Longhao Wang, Yu Zheng, Xing Xie. A Flexible Spatio- Temporal Indexing Scheme for Large-Scale GPS Track Retrieval. In Proc. of MDM’08, Beijing, China. 2008