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Social media: a new resource from a geo-science perspective EVOCA international workshop 160511 Ron van Lammeren, Laboratory of Geo-information Science & Remote Sensing

Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

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Page 1: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Social media:

a new resource from a geo-science perspective

EVOCA international workshop 160511

Ron van Lammeren, Laboratory of Geo-information Science & Remote Sensing

Page 2: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Geo-information science research

Creating a Digital Earth of Locations

Sensing a changing world

Understanding human-space interaction

Empowering agro-environmental communities

http://bit.ly/1VRvyHg

2/25

Page 3: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Trends: everyone is in the centre

but who owns his location

3

Google

Tovar, 2013

Google, 2013

http://bit.ly/1fXf0KC

Page 4: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Trends: more and precise bandwidths

Clevers et al, 2011

4/25

Page 5: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

km

hm

m

dm

cm

sec minute hour day week month year decade

Trends: resolution

based on Eldering, 2016

authorized

open data

space sensor

social media

drone sensor

http://bit.ly/24L0SfS

5/25

Page 6: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Geo-information | the who factor

Owner description (Who)

6/25

Page 7: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Spatial thinking

Thinking in space -> action oriented

Thinking about space -> understanding phenomena

Thinking with space -> translation into representation

Hegarty et al, 2006

National Research council, 2006

Madsen and Rump, 2012

7/25

Page 8: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Space-Place nexus

Placeholder

Environmental Scientist

Neo-Geography: use of geographical techniques and tools for personal and community activities or by a non-expert group of users. Typical not formal and not analytical. Turner, 2006

8/25

wwww

WWWW

Page 9: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Social media

Micro blogs (Twitter, Tumblr) Social networks (Facebook, LinkedIn) Social news (Digg, Leakernet) Content communities (Flickr, Panoramio) Collaborative projects (Open Street Map, Wikipedia)

http://www.openstreetmap.org/#map=5/51.500/-0.100

9/25

Page 10: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Geo-Social Media

All social media messages are implicitly tagged

(location, time, format, service)

--- ambient geo-information ---

and could be explicitly tagged

(better location, semantics)

Stefanidis et al. 2013

Kielema, 2012

10/25

Page 11: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Geo data ensembles

Lammeren, 2011

11/25

Page 12: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Volume

12

http://www.ibm.com/big-data/us/en/

In 2012 every day

2.5 exabytes were created

Relation with authorized

administrative and research

data e.g. sensor data

Statista, 2016

Page 13: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Variety

based on Fayyad, 1996

SKETCHES, MAPS, SCENES, PHOTOS, AUDIO, VIDEO, TEXT, NUMBERS, SKETCHES, MAPS, SCENES, PHOTOS

13/25

Page 14: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Variety

How to analyse How to relate

14

Page 15: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Route Analysis

15 Van der Drift, 2015

Page 16: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

16

Dolders, Reiling, 2016

Dunkel, 2015

Page 17: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Dolders, Reiling, 2016

17/25

Page 18: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

EVOCA - Malaria Rwanda (data: Hakazimana, Koenraadt, RNRA)

Hoeboer, 2016

18/25

Page 19: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

EVOCA | GAP analyses (data: Grameen Foundation 2015, Globcover)

Oosterhuis, 2015

19/25

Page 20: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Veracity

Location (accuracy, reliable)

Time (world time zone, temporal accuracy)

Meaning (semantic analysis, spread of false information)

Qwiek City of tomorrow

Content Twitter Facebook LinkedIn Twitter LinkedIn Total %

fact 13 54 28 39 13 147 10%

question 29 17 7 82 18 153 11%

opinion 18 53 39 130 38 278 19%

idea 6 11 8 135 26 186 13%

event 194 12 0 349 1 556 38%

report 5 0 3 114 4 126 9%

total 265 147 0 85 849 100 1446 100%

Eikelenboom, 2012

Van der Drift, 2015

20/25

Page 21: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Value

‘About Space’ (scientist, policy maker)

perspectives for more accuracy, link to real world ‘precision’,

testing and validating

‘In Space’ (placeholder, policy maker)

perspectives for action related to local environmental

conditions

UN, Sustainable Development Goals, 2015| http://bit.ly/23EUGQy

21/25

Page 22: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Virtual Observatory : social media +

22/25

Placeholders Scientists

Stakeholders

Page 23: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

For Connective Action

action goal definition goal realization goal realization goal realization goal realization goal realization goal definition

options selection application results evaluation

EVOCA partners

pm: policy makers

cs: scientists

sh: stakeholders

ph: placeholders

Time Graph

Social Network analysis

Spatio-temporal pattern analysis

Action Statistics

T

23/25

Page 24: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Evoca & Geo-Information Science

by Environmental Virtual Observatories

in relation to Connective Action

Creating and Using a Digital Earth of Locations

24/25

Page 25: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Social Media:

a new geo-information resource

160511| rvl | www.geo-informatie.nl

[email protected]

Inspired by:

“Geo media: a new resource”

by van Lammeren, Bruns, Stemmer and Theil, 2016

and

the INREF EVOCA project and community

Page 26: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

What, where, when

26

Location

Orientation

Geometric reference

Size (length, area)

Shape ( ratio of length-area)

Page 27: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Geo-information

link to kmz

Page 28: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information
Page 29: Social media: a new resource from a geo-science perspective · Geo-Social Media All social media messages are implicitly tagged (location, time, format, service) --- ambient geo-information

Statista, 2016