This is the first lecture in the Social Web course (2014) at the VU University Amsterdam. Visit the website for more information: http://thesocialweb2014.wordpress.com/
3. Goals of the course
Understand Try how the Social Web works
ü
ü
ü
ü
What IS the Social Web Social Computing?
What people DO on the Social Web?
How is DATA on the Social Web ACCESSED?
How is Social Web DATA used for STUDIES?
ü What are typical Social Web APPLICATIONS?
ü What are Social Web research CHALLENGES?
Social Web 2014, Lora Aroyo
4. You will learn about
ü data formats
ü social web platforms
ü data mining, analysis, visualization
reuse across applications
ü user-generated content
ü personalization in Social Web apps
ü interdisciplinary research
ü critical thinking
Social Web 2014, Lora Aroyo
5. Format of the course
ü Lots of WORK, and lots of FUN
ü Lots of interaction
• post a question or a discussion point by Sunday 17:00
• vote on questions by Monday 10:00
• discuss on selected topics during lectures on Monday
• group work during hands-on sessions
• presentations of final assignments
ü Use name or VUNetID to identify yourself in website postings
Social Web 2014, Lora Aroyo
6. How does it work
ü before the Lectures: do the required reading assignments
ü Assignments Hands-on: done in groups
ü state who did what in the Acknowledgements section
ü use document template: ACM SIG proceedings style; PDF only
ü name of the file: [group#]_[handson#]; [group#]_[assignment#]
ü title page of your docs: include names of all group members group#
Social Web 2014, Lora Aroyo
7. Schedule
ü Interactive Lectures: Mondays 3:30-5:15
assignments hands-on introduced during lecture
ü Hands-on Sessions: Thursdays 11:00-12:45
practical exercises work on assignments
ü Final Presentations: in week 12
Social Web 2014, Lora Aroyo
8. Grading
ü Assignment 1 (15%)
ü Assignment 2 (15%)
ü Assignment 3 (15%)
ü Final Assignment: application presentation (15%)
ü Final Assignment: individual report (30%)
ü Questions/Discussion (10%)
Social Web 2014, Lora Aroyo
10. digital technology
is changing both how words and ideas are created and
proliferate, and how they are studied.
Social Web 2014, Lora Aroyo
11. social media is a rich
resource that provides
a fuller picture of today s cultural norms,
dialogue, trends and events to inform scholarship,
the legislative process, new works of authorship,
education and other purposes.
Social Web 2014, Lora Aroyo
12. How much content is
consumed created every
second?
Social Web 2014, Lora Aroyo
13. In 2011
9000 tweets/sec during MTV Video
Music Awards (Beyonce pregnant);
7200 tweets/sec before the end of
WC for women’s football (Japan
beats US)
In 2012
8000 tweets/sec during
Madonna’s performance
In 2014
Library of Congress archive of public Twitter
messages reached 170 billion tweets and
rising, by about 500 million tweets a day
Social Web 2014, Lora Aroyo
15. In 2010
In 2011: 48 hrs of
video uploaded/min
In 2011: 3 billion
views/day
http://www.fastcodesign.com/1664377/infographic-of-the-day-the-alchemy-behind-facebook-and-youtube
Social Web 2014, Lora Aroyo
16. The Rise of Users Content
http://proto-knowledge.blogspot.nl/2011_03_01_archive.html
http://blog.wiwo.de/look-at-it/2013/01/16/infografik-von-2002bis-2012-das-internet-eine-dekade-spater/
Social Web 2014, Lora Aroyo
17. 2011
2012
18.1 mil followers Lady Gaga à most popular Twitter user
327,452 tweets/min when Barack Obama was re-elected à
most ever
250 mil tweets/day
~175 mil tweets/day
~ 307 tweets/user
~ 51 followers/user
163 bil tweets since Twitter started
#egypt hashtag
819,000+ re-tweets of Barack Obama’s tweet “Four more
years” à most re-tweets ever
8,868 tweets/sec for MTV Video Music Awards (Aug 2011)
9.66 mil tweets during opening ceremony of London 2012
Olympics
$50,000 raised for charity by most re-tweeted tweet of 2011
2.7 bil/day likes on Facebook
39 mil Tumblr blogs (end 2011)
187 mil members on LinkedIn (Sep 2012)
70 mil WordPress blogs (end 2011)
135 mil/month active users on Google+
1 bil WhatsApp messages during one day (Oct 2011)
5 bil times/day ”+1” button on Google+ is used
2.4 bil social networking accounts worldwide
123 heads of state that have a Twitter account
http://royal.pingdom.com/2012/01/17/internet-2011-in-numbers/
http://royal.pingdom.com/2013/01/16/internet-2012-in-numbers/
Social Web 2014, Lora Aroyo
19. Our goal is to ...
understand the practices, implications, culture, meaning of the
sites, as well as users' engagement with them
include this understanding as part of software engineering for the
new social world
Social Web 2014, Lora Aroyo
20. How did it all start?
Social Web 2014, Lora Aroyo
26. 2001: Wikipedia
2000: Nupedia - articles written by experts licensed as free content
founded by Jimmy Wales with Larry Sanger (editor-in-chief)
2001: Wikipedia - a side-project of Nupedia, to allow collaboration on articles prior
to entering the peer-review process
Articles: 19,700 (2002), 3,835,000 (2012), 4,157,698 (2013)
Wiki pages: 29,355,491 (2013)
Social Web 2014, Lora Aroyo
27. Community-based Systems
ü Participation vs. lurking
ü Social capital
ü Social networking
ü Trust reputation
ü Privacy presence
Peter Brusilovsky, Social Web Course, University of Pittsburgh
Social Web 2014, Lora Aroyo
29. 2005: Facebook
including other universities, high school students, professionals
inside corporate networks, and eventually - everyone
ability for outside developers to build Applications
Social Web 2014, Lora Aroyo
30. 2007: Facebook API
Platform that consists of
a Facebook variant of HTML =
Facebook Markup Language (FBML)
a Facebook variant of SQL =
FQL (Facebook Query Language)
not based on open standards
sites support: Bebo Meebo
Social Web 2014, Lora Aroyo
32. 2012: Facebook Goes Public
“ ... eight years after its computerhacking CEO Mark Zuckerberg started
the service at Harvard University.
We cannot assure you that
we will effectively manage
our growth.
... it hopes to raise $5 billion in its IPO.
That would be the most for an Internet
IPO since Google Inc. and its early
backers raised $1.9 billion in 2004.
Social Web 2014, Lora Aroyo
35. Jack Dorsey launches Twitter in July
2006 and by 2012 it has:
• 500 million users
• 340 million tweets daily
• 1.6 billion search queries daily
• is in the10th most visited
websites
• becomes the the SMS of the
Internet
http://blog.alivenow.in/2011/10/infographic-140-characters-journey.html/
Social Web 2014, Lora Aroyo
38. • launched June 28, 2011: since
then 500 million users (2012),
235 million active (monthly)
• social layer”: not just a single
site, but an overarching layer”
• Data Liberation policy
Social Web 2014, Lora Aroyo
48. Social Computing
• interdisciplinary study
• social structure where technology puts power in communities (not
institutions)
• internet provides a good platform for emerging social structures
• manifestos of social computing, e.g. social networks, blogs, podcasting,
tagging, meet-ups, mash-ups, social search, user-generated-content,
wikis, P2P content distribution, RSS, open source software, etc.*
* Forrester Research (2008), http:// wwwforrester.com/ResearchThemes/SocialComputing
Social Web 2014, Lora Aroyo
49. Tenets of Social Computing *
• innovation will shift from top-down to
bottom-up
• value will shift from ownership to
experience
• power will shift from institutions to
communities
* Charlene Li (2006), http://www.socialcustomer.com/2006/02/the_forrester_s.html
Social Web 2014, Lora Aroyo
50. New Means of Communication
• beyond email, text messaging mobile
phone
• asynchronous (not requiring real-time
response)
• a lot of communication seems irrelevant
trivial
• some can be helpful interesting
• celebrities organizations use it to
communicate with their fan bases
audience
• many people (especially the teenagers)
addicted to this new mode of
communication
Social Web 2014, Lora Aroyo
51. New Means of Communication
• beyond email, text messaging mobile
phone
• asynchronous (not requiring real-time
response)
• a lot of communication seems irrelevant
trivial
• some can be helpful interesting
• celebrities organizations use it to
communicate with their fan bases
audience
• many people (especially the teenagers)
addicted to this new mode of
communication
Social Web 2014, Lora Aroyo
52. New Form of Communities
• Social Web sites are in essence online communities
• Groups around a number of natural attributes of the
members, e.g. schools attended, employers, cities of
residence.
• Groups around any type of interest, hobby, or cause, where
people can help one another with information, advice, and
personal networks
e.g. the role of communities in the Arab Spring, unrests in Turkey, Ukraine,
Russia Olympics, Occupy Wall Street, etc.
Social Web 2014, Lora Aroyo
53. New Source of Knowledge
• beyond what search engines can dig into
• people can dig into their network of connections to find
answers to questions
• folklore knowledge
• friends-based news updates
• friends-based serendipity
•
worldwide directories of people
Social Web 2014, Lora Aroyo
54. New Source of Entertainment
• Most people need to entertain
themselves to enjoy life, to recharge
themselves, and to pass the time
• That s why people have accounts on
several social Web sites, and visit
them rather diligently and regularly
• People got catapulted to worldwide
fame after they appeared on YouTube
Social Web 2014, Lora Aroyo
55. New Venue for Self-expression
•
a surprisingly large number of people have
had a strong desire for self-expression and
desire for self-satisfaction that comes from
helping others
•
a major reason for the Wikipedia success,
where more than 10 mil articles have been
contributed by thousands of volunteers
without financial incentives
•
the personal posting many people do appears
to help them to derive a sense of selfassurance and belonging
Social Web 2014, Lora Aroyo
56. New Venue for Self-expression
•
a surprisingly large number of people
have had a strong desire for selfexpression and desire for selfsatisfaction that comes from helping
others
•
a major reason for the Wikipedia
success, where more than 10 mil
articles have been contributed by
thousands of volunteers without
financial incentives
•
the personal posting many people do
appears to help them to derive a sense
of self-assurance and belonging
Social Web 2014, Lora Aroyo
57. Social web sites
=
social networking sites
+
social media sites
Social Web 2014, Lora Aroyo
58. Social Sites Categories
ü Social networking sites (open vs. closed)
• General-purpose, e.g. Facebook, LinkedIn
• Vertical, e.g. Dogster, Couchsurfing
ü Social media sites (open vs. closed)
• Media types, e.g. Flickr (photos), Last.FM
(music), YouTube (video)
* Won Kim, Ok-Ran Jeong, Sang-Won Lee (2010). On social Web sites. Information Systems 35, 215–236
Social Web 2014, Lora Aroyo
59. Diversity in Cultures
•
•
•
•
•
•
•
MySpace: US abroad
Friendster: Pacific Islands
Orkut: Brazil, India
Mixi: Japan
LunarStorm: Sweden
Hyves: NL
Grono: Poland
•
•
•
•
•
•
Hi5: South America, Europe
Bebo: UK, New Zealand, Australia
QQ: China
Cyworld: Korea
Skyrock: France
Windows Live Spaces: Mexico,
Italy, and Spain
Social Web 2014, Lora Aroyo
60. 2011: FB vs. Orkut in Brazil
http://mashable.com/2012/01/17/facebook-beats-orkut-brazil/
Social Web 2014, Lora Aroyo
62. Diversity in Activities
• aSmallWorld BeautifulPeople: restricted access - appear
selective elite
• Couchsurfing: activity-centered
• BlackPlanet: identity-driven
• MyChurch: affiliation-focused
• Usenet public discussion forums: structured by topics
• SNS are structured as personal networks
• egocentric”: individual at the center of their own community
• mirror unmediated social structures
Social Web 2014, Lora Aroyo
63. SNS: Features
•
Personal profiles
•
Establishing online
connections
•
Participating in online
groups
•
Communicating with online
connections
•
Sharing user generated
content
•
Expressing opinions
•
Finding information
•
Retaining users
Social Web 2014, Lora Aroyo
64. Expressing Opinions
• Allowing members to leave comments on the content,
voting by ranking (3 out of 5 stars), or marking as
favorite, flagging as spam/inappropriate
• Sites use different ways to present and organize those
comments (hierarchical, timestamping, counting, etc.)
For example, Digg has two buttons, ‘digg it’ ‘bury’
Why there is no ‘DISLIKE’ button in FB? Should there be?
Social Web 2014, Lora Aroyo
66. Reflections ...
•
Twitter profile vs. Facebook profile?
•
Find friends on different networks?
•
How does LinkedIn facilitate the forming joining of groups? FB? Google+? Others?
•
Pros cons of (a)symmetry of friendship?
•
Twitter vs. Facebook vs. Flickr vs. Vine differences in terms facilitating
communication?
•
How often do you experience problems of duplication of content shared across
different sites?
•
FB vs Google+ actions for retaining users?
Social Web 2014, Lora Aroyo
67. Where do YOU come in
understand the practices, implications, culture
meaning of the sites, as well as users' engagement
with them
learn how to use this knowledge in designing
successful social web applications
Social Web 2014, Lora Aroyo
68. The New Web:
The Web of People
Peter Brusilovsky, Social Web Course, University of Pittsburgh
Social Web 2014, Lora Aroyo
69. image source: http://www.flickr.com/photos/bionicteaching/1375254387/
Hands-on Teaser
•
first (basic) taste of social web data analysis: http://bit.ly/SocWeb_Ex1
•
some Python command line experience
•
Twitter data
•
check out the getting started guide on course website
http://semanticweb.cs.vu.nl/socialweb2014
•
check out the exercises in the book: Mining the Social Web (Second Edition),
by Matthew A. Russell
Social Web 2014, Lora Aroyo