際際滷

際際滷Share a Scribd company logo
Technology Literacy in Poor
Infrastructure Environments
Characterizing Way鍖nding Strategies in Lebanon
Abdallah El Ali
Khaled Bachour
Wilko Heuten
Susanne Boll
MobileHCI 2016, 7th Sept - Florence, Italy
GlobalWebIndex 2013 
Most globally used app in 2013
2
3
195 countries
(2016 United Nations estimate)
4
CC BY-SA 4.0
154 are still considered
developing
CC BY-SA 4.0
Such mobile navigation & mapping technology
has not speci鍖cally been designed for those
154 countries, making up 79% for our world
countries
5
6
Human Computer Interaction
for Development
(HCI4D)?
7
 Qualitative exploratory 鍖eldwork for technology
practices in infrastructure-poor settings (Ahmed et
al., 2015; Wyche, 2015; Jensen et al., 2012)
 Introducing new tools in such communities
(Medhi-Thies, 2015)
 Quantitatively assessing knowledge sharing in
location-based social Q&A (Park et al., 2014)
8
What about so-called
independent users?
jeshoots.com
jeshoots.com
(Oreglia et al., 2011)
 typically younger people
 can use mobile phones and/or computers without
constant help from outsiders
 can learn new tasks and functions by themselves
or from peers
9
What about so-called
independent users?
jeshoots.com
Little research has paid attention to how technology
literate individuals that live in a poor infrastructure
environment use technology aids in general, and
digital navigation aids in particular
10
11
12
~ 5.8 M population
~ 1 M Syrian refugees
10,452 km2
~ 87% live in cities
~ 75% use internet
13
israelmatzav.blogspot.com
1975-1990 Civil War
14
http://speak2all.wordpress.com
Daily Electricity Cuts
15
Poor Infrastructure
executive-magazine.com
16
Poor Traf鍖c Control
17
Poor Visibility
plutino.net
18
Multi-lingual
Nikki Villagomez
19
Service / 愕惘愕
2famous.TV
20
 Geomapping Lebanon is not hard
 Crowdsourced mapping efforts are low
 People do not rely on mapping
services
 People distrust mapping services
 People often rely on people
Observations
J.Hassoun
21
22
23
What kinds of navigation and
addressing problems are
currently faced in Lebanon?
What strategies do technology
literate individuals living there
employ to overcome them?
1.
2.
24
Information access and navigation
strategies for 鍖nding unfamiliar POIs
Flickr: zoghal
25
Strategies for giving directions to an
address
Source: leong
26
Characterization
WeAreJuxt
27
Survey
6 themes
Interviews
28
Part 1: Interviews
Flickr: Iwan Gabovitch
29
P1
29 yrs
Software
Developer
26 yrs LB
P2
33 yrs
Graphic
Designer
12 yrs LB
P3
33 yrs
Assist.
Prof.
8 yrs LB
P6
22 yrs
Graduate
Student
21 yrs LB
P8
27 yrs
Web
Designer
27 yrs LB
P9
25 yrs
Media
Editor
25 yrs LB
P12
22 yrs
Exercise
Instructor
22 yrs LB
P4
20 yrs
Undergrad
Student
1 yr LB
P5
22 yrs
Writer /
Musician
21 yrs LB
P7
35 yrs
HR
Director
34 yrs LB
P10
18 yrs
Architect
18 yrs LB
P11
22 yrs
Teacher
22 yrs LB
Part 1: 12 participants
CC license: Madebyoliver
30
1. Finding an unfamiliar POI
 before trip: information needs for 鍖nding
where an unfamiliar POI is
 during trip: information search strategies
Part 1: Scenarios
31
2. Giving route directions
 give directions to their house
 previous dif鍖culties (if any)
 route directions they expect
Part 1: Scenarios
32
Part 2: Survey
33
 Homogenous sampling (forums, print outs, social
networks)
 Required: a) Live in Lebanon b) Used mapping services
(Google Maps) c) Used messaging (WhatsApp)
 3 x 50$ e-gift cards
Part 2: Procedure
34
56 29
85 total
>1 yr in Lebanon
17-74 years old (M = 27)
91% Lebanese
Part 2: Respondents
CC license: Madebyoliver
64% use maps once a week
and messaging apps daily
67% own car or motorcycle
54% walk
40% take a service
35
1. Multi-faceted Information
Access Strategies
Wikipedia: Tony Webster
36
Search in digital maps (e.g., Google,
Bing, Apple)68%
Before the Trip
38% Web search query (e.g., Google)
39% Go to website of the place
40% Call a friend or family member
44% Find out if there are popular
landmarks nearby
37
Id start by asking my friends, and then Id
google map it. [if not on google maps?] Then
Id google its name and check online if theres
an indication of what the address is.
38
Use digital maps (Google / Bing / Apple
Maps)66%
During the Trip
21% Make use of street signs
40% Get in taxi / service and rely on
driver to know address
65%
Get to general area and ask
people there
39
I would ask the people around me on the
street. I keep asking until I 鍖nd out, someone
must know.
40
2. Technological Reliability
thenextweb.com
41
Outdated information on the map54%
Problems with Digital Maps
66% Incorrect position marker on map
53% Incorrect / missing places on map
39% Incorrect route plan
42
Maps [Google Maps] are not very well
populated with information, and then it turns
into basic map reading, and not just on the go.
43
When asked whether they experienced
problems when using mapping services
before, respondent responses were divided
(Md = 4, IQR = 3-5)
44
Respondents' reported experienced
dif鍖culties with mapping services and whether
they used mapping services once a week or
several times a week was signi鍖cant (p <
0.01, FET13)
45
3. Multi-faceted Direction
Giving Strategies
theredlist.com
46
Pin [Google Maps] accompanied by general
description. So you get to the general area,
pin will get you there. There will be a blue
building, and right behind it is a blue
dumpster, and if you see, you can actually
pass through there. So yes, I feel its a
combination of pin plus directions, thats the
way to go in this country
47
When this happened, I made a drawing.
Exactly because its easier to know the main
roads, and direction of the streets
48
facebook.com
49
When asked whether they previously
experienced problems when giving directions
to their home to a person that has not visited
before, respondent responses were again
divided (Md = 4, IQR = 3-5)
50
No signi鍖cant effect between living in a well
known area and faced dif鍖culties when giving
directions (蛎 = 4.75, p = 0.09)
51
No real dif鍖culties, got used to it
You get used to it
For someone new to the country, I think it is
very very dif鍖cult to adapt to our system. But
Ive got the hang of it
52
悋惘
惘悋
惘悋悄
愆悋惘惺慍悋惘惡
rue
ruelle
route
alleyway
road
street
4. Language Ambiguity,
Conventions, and Technology
53
Street labels on map do not
correspond to how people talk about
them
27%
54
There is confusion. For example my street, my
old street near Barbar [restaurant], they
changed the name at one point, but no one
knows, so they refer to it as Leon, sometimes
Emile Eddie, others something different. So
uhh, its referred to mostly as Leon, but thats
not whats put on the sign. Because they
changed it and they dont amend the
system
55
56
5. Tech Literacy & Expectations
Wikipedia: RudolfSimon
57
Yes, some people dont know how to use
Google Maps or the WhatsApp thing, so I
would have to tell them by mouth, by words,
and sometimes they dont get it, so Id have to
go get them from there [the place they are
currently at].
58
6. Urban-rural Divides
59
Then this wouldnt work obviously, youd have
to go stand there. You would have to give a
street name, a written address kind of thing.
60
Cultural and environmental
assimilation
vs.
Range of strategies to
overcome such way鍖nding
dif鍖culties
Role of Culture?
milinme.wordpress.com
61
Way鍖nding Problems - Unique?
* Language & Cultural Issues
M.C. Escher
62
Social Querying + Tech Aids
Wikipedia: The National Archives
63
Landmark-based Navigation
Wikipedia: A.K.Khalifeh
64
Local Knowledge
Credit: Richard Hall
65
So What?
Conventions are important!
66
 Mix social querying with technology aids
 Draw more on landmark-based navigation
 Utilize local knowledge, especially for
language issues
Full paper: http://dl.acm.org/citation.cfm?id=2935352
Thank you
Abdallah El Ali
www.abdoelali.com
abdallah.el.ali@uol.de
@abdoelali
Take-home
67
Syed Ishtiaque Ahmed, Nusrat Jahan Mim, and Steven J. Jackson. 2015. Residual Mobilities:
Infrastructural Displacement and Post-Colonial Computing in Bangladesh. In Proc. CHI 15. ACM,
New York, NY, USA, 437446. 
GlobalWebIndex. 2013. (2013). http://www.globalwebindex.net/blog/ top- global- smartphone- apps 
Kasper L. Jensen, Heike Winschiers-Theophilus, and Kasper Rodil. 2012. Tapping into Local Lore:
Toward Scalable Local Mapping and Tagging for Rural Africa Using Mobile Devices. In Proc.
NordiCHI 12. ACM, New York, NY, USA, 631634.
Indrani Medhi-Thies, Pedro Ferreira, Nakull Gupta, Jacki ONeill, and Edward Cutrell. 2015.
KrishiPustak: A Social Networking System for Low-Literate Farmers. In Proc. CSCW 15. ACM, New
York, NY, USA, 16701681.
Sangkeun Park, Yongsung Kim, Uichin Lee, and Mark Ackerman. 2014. Understanding Localness of
Knowledge Sharing: A Study of Naver KiN Here. In Proc. MobileHCI 14. ACM, New York, NY, USA,
1322.
Wikipedia. https://en.wikipedia.org/wiki/Lebanon
Susan Wyche. 2015. Exploring Mobile Phone and Social Media Use in a Nairobi Slum: A Case for
Alternative Approaches to Design in ICTD. In Proc. ICTD 15. ACM, New York, NY, USA, Article 12, 8
pages.
References

More Related Content

MobileHCI 2016 - Technology Literacy in Poor Infrastructure Environments: Characterizing Wayfinding Strategies in Lebanon

  • 1. Technology Literacy in Poor Infrastructure Environments Characterizing Way鍖nding Strategies in Lebanon Abdallah El Ali Khaled Bachour Wilko Heuten Susanne Boll MobileHCI 2016, 7th Sept - Florence, Italy
  • 2. GlobalWebIndex 2013 Most globally used app in 2013 2
  • 3. 3 195 countries (2016 United Nations estimate)
  • 4. 4 CC BY-SA 4.0 154 are still considered developing
  • 5. CC BY-SA 4.0 Such mobile navigation & mapping technology has not speci鍖cally been designed for those 154 countries, making up 79% for our world countries 5
  • 6. 6 Human Computer Interaction for Development (HCI4D)?
  • 7. 7 Qualitative exploratory 鍖eldwork for technology practices in infrastructure-poor settings (Ahmed et al., 2015; Wyche, 2015; Jensen et al., 2012) Introducing new tools in such communities (Medhi-Thies, 2015) Quantitatively assessing knowledge sharing in location-based social Q&A (Park et al., 2014)
  • 9. jeshoots.com (Oreglia et al., 2011) typically younger people can use mobile phones and/or computers without constant help from outsiders can learn new tasks and functions by themselves or from peers 9 What about so-called independent users?
  • 10. jeshoots.com Little research has paid attention to how technology literate individuals that live in a poor infrastructure environment use technology aids in general, and digital navigation aids in particular 10
  • 11. 11
  • 12. 12 ~ 5.8 M population ~ 1 M Syrian refugees 10,452 km2 ~ 87% live in cities ~ 75% use internet
  • 20. 20 Geomapping Lebanon is not hard Crowdsourced mapping efforts are low People do not rely on mapping services People distrust mapping services People often rely on people Observations J.Hassoun
  • 21. 21
  • 22. 22
  • 23. 23 What kinds of navigation and addressing problems are currently faced in Lebanon? What strategies do technology literate individuals living there employ to overcome them? 1. 2.
  • 24. 24 Information access and navigation strategies for 鍖nding unfamiliar POIs Flickr: zoghal
  • 25. 25 Strategies for giving directions to an address Source: leong
  • 29. 29 P1 29 yrs Software Developer 26 yrs LB P2 33 yrs Graphic Designer 12 yrs LB P3 33 yrs Assist. Prof. 8 yrs LB P6 22 yrs Graduate Student 21 yrs LB P8 27 yrs Web Designer 27 yrs LB P9 25 yrs Media Editor 25 yrs LB P12 22 yrs Exercise Instructor 22 yrs LB P4 20 yrs Undergrad Student 1 yr LB P5 22 yrs Writer / Musician 21 yrs LB P7 35 yrs HR Director 34 yrs LB P10 18 yrs Architect 18 yrs LB P11 22 yrs Teacher 22 yrs LB Part 1: 12 participants CC license: Madebyoliver
  • 30. 30 1. Finding an unfamiliar POI before trip: information needs for 鍖nding where an unfamiliar POI is during trip: information search strategies Part 1: Scenarios
  • 31. 31 2. Giving route directions give directions to their house previous dif鍖culties (if any) route directions they expect Part 1: Scenarios
  • 33. 33 Homogenous sampling (forums, print outs, social networks) Required: a) Live in Lebanon b) Used mapping services (Google Maps) c) Used messaging (WhatsApp) 3 x 50$ e-gift cards Part 2: Procedure
  • 34. 34 56 29 85 total >1 yr in Lebanon 17-74 years old (M = 27) 91% Lebanese Part 2: Respondents CC license: Madebyoliver 64% use maps once a week and messaging apps daily 67% own car or motorcycle 54% walk 40% take a service
  • 35. 35 1. Multi-faceted Information Access Strategies Wikipedia: Tony Webster
  • 36. 36 Search in digital maps (e.g., Google, Bing, Apple)68% Before the Trip 38% Web search query (e.g., Google) 39% Go to website of the place 40% Call a friend or family member 44% Find out if there are popular landmarks nearby
  • 37. 37 Id start by asking my friends, and then Id google map it. [if not on google maps?] Then Id google its name and check online if theres an indication of what the address is.
  • 38. 38 Use digital maps (Google / Bing / Apple Maps)66% During the Trip 21% Make use of street signs 40% Get in taxi / service and rely on driver to know address 65% Get to general area and ask people there
  • 39. 39 I would ask the people around me on the street. I keep asking until I 鍖nd out, someone must know.
  • 41. 41 Outdated information on the map54% Problems with Digital Maps 66% Incorrect position marker on map 53% Incorrect / missing places on map 39% Incorrect route plan
  • 42. 42 Maps [Google Maps] are not very well populated with information, and then it turns into basic map reading, and not just on the go.
  • 43. 43 When asked whether they experienced problems when using mapping services before, respondent responses were divided (Md = 4, IQR = 3-5)
  • 44. 44 Respondents' reported experienced dif鍖culties with mapping services and whether they used mapping services once a week or several times a week was signi鍖cant (p < 0.01, FET13)
  • 45. 45 3. Multi-faceted Direction Giving Strategies theredlist.com
  • 46. 46 Pin [Google Maps] accompanied by general description. So you get to the general area, pin will get you there. There will be a blue building, and right behind it is a blue dumpster, and if you see, you can actually pass through there. So yes, I feel its a combination of pin plus directions, thats the way to go in this country
  • 47. 47 When this happened, I made a drawing. Exactly because its easier to know the main roads, and direction of the streets
  • 49. 49 When asked whether they previously experienced problems when giving directions to their home to a person that has not visited before, respondent responses were again divided (Md = 4, IQR = 3-5)
  • 50. 50 No signi鍖cant effect between living in a well known area and faced dif鍖culties when giving directions (蛎 = 4.75, p = 0.09)
  • 51. 51 No real dif鍖culties, got used to it You get used to it For someone new to the country, I think it is very very dif鍖cult to adapt to our system. But Ive got the hang of it
  • 53. 53 Street labels on map do not correspond to how people talk about them 27%
  • 54. 54 There is confusion. For example my street, my old street near Barbar [restaurant], they changed the name at one point, but no one knows, so they refer to it as Leon, sometimes Emile Eddie, others something different. So uhh, its referred to mostly as Leon, but thats not whats put on the sign. Because they changed it and they dont amend the system
  • 55. 55
  • 56. 56 5. Tech Literacy & Expectations Wikipedia: RudolfSimon
  • 57. 57 Yes, some people dont know how to use Google Maps or the WhatsApp thing, so I would have to tell them by mouth, by words, and sometimes they dont get it, so Id have to go get them from there [the place they are currently at].
  • 59. 59 Then this wouldnt work obviously, youd have to go stand there. You would have to give a street name, a written address kind of thing.
  • 60. 60 Cultural and environmental assimilation vs. Range of strategies to overcome such way鍖nding dif鍖culties Role of Culture? milinme.wordpress.com
  • 61. 61 Way鍖nding Problems - Unique? * Language & Cultural Issues M.C. Escher
  • 62. 62 Social Querying + Tech Aids Wikipedia: The National Archives
  • 66. 66 Mix social querying with technology aids Draw more on landmark-based navigation Utilize local knowledge, especially for language issues Full paper: http://dl.acm.org/citation.cfm?id=2935352 Thank you Abdallah El Ali www.abdoelali.com abdallah.el.ali@uol.de @abdoelali Take-home
  • 67. 67 Syed Ishtiaque Ahmed, Nusrat Jahan Mim, and Steven J. Jackson. 2015. Residual Mobilities: Infrastructural Displacement and Post-Colonial Computing in Bangladesh. In Proc. CHI 15. ACM, New York, NY, USA, 437446. GlobalWebIndex. 2013. (2013). http://www.globalwebindex.net/blog/ top- global- smartphone- apps Kasper L. Jensen, Heike Winschiers-Theophilus, and Kasper Rodil. 2012. Tapping into Local Lore: Toward Scalable Local Mapping and Tagging for Rural Africa Using Mobile Devices. In Proc. NordiCHI 12. ACM, New York, NY, USA, 631634. Indrani Medhi-Thies, Pedro Ferreira, Nakull Gupta, Jacki ONeill, and Edward Cutrell. 2015. KrishiPustak: A Social Networking System for Low-Literate Farmers. In Proc. CSCW 15. ACM, New York, NY, USA, 16701681. Sangkeun Park, Yongsung Kim, Uichin Lee, and Mark Ackerman. 2014. Understanding Localness of Knowledge Sharing: A Study of Naver KiN Here. In Proc. MobileHCI 14. ACM, New York, NY, USA, 1322. Wikipedia. https://en.wikipedia.org/wiki/Lebanon Susan Wyche. 2015. Exploring Mobile Phone and Social Media Use in a Nairobi Slum: A Case for Alternative Approaches to Design in ICTD. In Proc. ICTD 15. ACM, New York, NY, USA, Article 12, 8 pages. References