3. Goals of the course
Understand Try how the Social Web works
ĂźďźâŻ What IS the Social Web Social Computing?
ĂźďźâŻ What people DO on the Social Web?
ĂźďźâŻ How is DATA on the Social Web ACCESSED?
ĂźďźâŻ How is Social Web DATA used for STUDIES?
ĂźďźâŻ What are typical Social Web APPLICATIONS?
ĂźďźâŻ What are Social Web research CHALLENGES?
Social Web 2015, Lora Aroyo
4. You will learn about
ĂźďźâŻ data formats
ĂźďźâŻ social web platforms
ĂźďźâŻ data mining, analysis, visualization
reuse across applications
ĂźďźâŻ user-generated content
ĂźďźâŻ personalization in Social Web apps
ĂźďźâŻ interdisciplinary research
ĂźďźâŻ critical thinking
Social Web 2015, Lora Aroyo
5. Format of the course
ĂźďźâŻ Lots of WORK, and lots of FUN
ĂźďźâŻ Lots of interaction
â˘âŻ post a question or a discussion point by Sunday 17:00
â˘âŻ vote on questions by Monday 10:00
â˘âŻ discuss on selected topics during lectures on Monday
â˘âŻ group work during hands-on sessions
â˘âŻ presentations of ďŹnal assignments
ĂźďźâŻ Use name or VUNetID to identify yourself in website postings
Social Web 2015, Lora Aroyo
6. How does it work
ĂźďźâŻ before the Lectures: do the required reading assignments
ĂźďźâŻ Assignments Hands-on: done in groups
ĂźďźâŻ state who did what in the Acknowledgements section
ĂźďźâŻ use document template: ACM SIG proceedings style; PDF only
ĂźďźâŻ name of the ďŹle: [group#]_[handson#]; [group#]_[assignment#]
ĂźďźâŻ title page of your docs: include names of all group members group#
Social Web 2015, Lora Aroyo
7. Schedule
ĂźďźâŻ Interactive Lectures: Mondays 1:30-3:15
assignments hands-on introduced during lecture
ĂźďźâŻ Hands-on Sessions: Thursdays 11:00-12:45
practical exercises work on assignments
ĂźďźâŻ Final Presentations: in week 12
Social Web 2015, Lora Aroyo
8. Grading
ĂźďźâŻ Assignment 1 (15%)
ĂźďźâŻ Assignment 2 (15%)
ĂźďźâŻ Assignment 3 (15%)
ĂźďźâŻ Final Assignment: application presentation (15%)
ĂźďźâŻ Final Assignment: individual report (30%)
ĂźďźâŻ Questions/Discussion (10%)
Social Web 2015, Lora Aroyo
10. digital technology
is changing both how words and ideas are
created and proliferate, and how they are
studied.
Social Web 2015, 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 2015, Lora Aroyo
12. How much content is
consumed created
every second?
Social Web 2015, Lora Aroyo
16. What do those
numbers mean?
Image source: http://clareactman22.blogspot.com/2010/06/meaning-of-life.html
Social Web 2015, Lora Aroyo
17. 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 2015, Lora Aroyo
18. How did it all start?
Social Web 2015, Lora Aroyo
25. 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 2015, Lora Aroyo
26. Community-based Systems
ĂźďźâŻParticipation vs. lurking
ĂźďźâŻSocial capital
ĂźďźâŻSocial networking
ĂźďźâŻTrust reputation
ĂźďźâŻPrivacy presence
Peter Brusilovsky, SocialWeb Course, University of Pittsburgh
Social Web 2015, Lora Aroyo
28. 2005: Facebook
including other universities, high school students, professionals
inside corporate networks, and eventually - everyone
ability for outside developers to build Applications
Social Web 2015, Lora Aroyo
29. 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 2015, Lora Aroyo
31. 2012: Facebook Goes Public
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.
â ... eight years after its computer-
hacking CEO Mark Zuckerberg started
the service at Harvard University.
Social Web 2015, Lora Aroyo
33. Social Web 2015, Lora Aroyo
http://www.wordstream.com/blog/ws/2013/10/24/facebook-graph-search
34. Jack Dorsey launches Twitter in July
2006 and by 2012 it has:
â˘âŻ 500 million users
â˘âŻ 340 million tweets daily
â˘âŻ 1.6 billion search queries daily
â˘âŻ is in the10th most visited
websites
â˘âŻ becomes the the SMS of the
Internet
http://blog.alivenow.in/2011/10/infographic-140-characters-journey.html/http://blog.alivenow.in/2011/10/infographic-140-characters-journey.html/
Social Web 2015, Lora Aroyo
35. Library of Congress archive of publicTwitter
messages reached 170 billion tweets and
rising, by about 500 million tweets a day
9000 tweets/sec during MTVVideo
Music Awards (Beyonce pregnant);
7200 tweets/sec before the end of
WC for womenâs football (Japan
beats US)
In 2011
In 2012
8000 tweets/sec during
Madonnaâs performance
In 2014
Social Web 2015, Lora Aroyo
37. â˘âŻ launched June 28, 2011: since
then 500 million users (2012),
235 million active (monthly)
â˘âŻ social layerâ: not just a single
site, but an overarching layerâ
â˘âŻ Data Liberation policy
Social Web 2015, Lora Aroyo
46. â˘âŻ interdisciplinary study
â˘âŻ social structure where technology puts power in communities (not
institutions)
â˘âŻ internet provides a good platform for emerging social structures
â˘âŻ 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 Computing
Social Web 2015, Lora Aroyo
47. Tenets of Social Computing *
â˘âŻ innovation will shift from top-down to
bottom-up
â˘âŻ value will shift from ownership to
experience
â˘âŻ power will shift from institutions to
communities
* Charlene Li (2006), http://www.socialcustomer.com/2006/02/the_forrester_s.html
Social Web 2015, Lora Aroyo
48. New Means of Communication
â˘âŻ beyond email, text messaging mobile
phone
â˘âŻ asynchronous (not requiring real-time
response)
â˘âŻ a lot of communication seems irrelevant
trivial
â˘âŻ some can be helpful interesting
â˘âŻ celebrities organizations use it to
communicate with their fan bases
audience
â˘âŻ many people (especially the teenagers)
addicted to this new mode of
communication
Social Web 2015, Lora Aroyo
49. New Means of Communication
â˘âŻ beyond email, text messaging mobile
phone
â˘âŻ asynchronous (not requiring real-time
response)
â˘âŻ a lot of communication seems irrelevant
trivial
â˘âŻ some can be helpful interesting
â˘âŻ celebrities organizations use it to
communicate with their fan bases
audience
â˘âŻ many people (especially the teenagers)
addicted to this new mode of
communication
Social Web 2015, Lora Aroyo
50. New Form of Communities
â˘âŻ Social Web sites are in essence online communities
â˘âŻ Groups around a number of natural attributes of the
members, e.g. schools attended, employers, cities of
residence.
â˘âŻ 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 inTurkey, Ukraine,
Russia Olympics, OccupyWall Street, etc.
Social Web 2015, Lora Aroyo
51. New Source of Knowledge
â˘âŻ beyond what search engines can dig into
â˘âŻ people can dig into their network of connections to ďŹnd
answers to questions
â˘âŻ folklore knowledge
â˘âŻ friends-based news updates
â˘âŻ friends-based serendipity
â˘âŻ worldwide directories of people
and concepts
Social Web 2015, Lora Aroyo
52. New Source of Entertainment
â˘âŻ Most people need to entertain
themselves to enjoy life, to recharge
themselves, and to pass the time
â˘âŻ That s why people have accounts on
several social Web sites, and visit
them rather diligently and regularly
â˘âŻ People got catapulted to worldwide
fame after they appeared on YouTube
Social Web 2015, Lora Aroyo
53. New Venue for Self-expression
â˘âŻ a surprisingly large number of people have
had a strong desire for self-expression and
desire for self-satisfaction that comes from
helping others
â˘âŻ a major reason for the Wikipedia success,
where more than 10 mil articles have been
contributed by thousands of volunteers
without ďŹnancial incentives
â˘âŻ the personal posting many people do appears
to help them to derive a sense of self-
assurance and belonging
Social Web 2015, Lora Aroyo
54. New Venue for Self-expression
â˘âŻ a surprisingly large number of people
have had a strong desire for self-
expression and desire for self-
satisfaction that comes from helping
others
â˘âŻ a major reason for the Wikipedia
success, where more than 10 mil
articles have been contributed by
thousands of volunteers without
ďŹnancial incentives
â˘âŻ the personal posting many people do
appears to help them to derive a sense
of self-assurance and belonging
Social Web 2015, Lora Aroyo
55. Social web sites
=
social networking sites
+
social media sites
Social Web 2015, Lora Aroyo
56. Social Sites Categories
ĂźďźâŻSocial networking sites (open vs. closed)
â˘âŻ General-purpose, e.g. Facebook, LinkedIn
â˘âŻ Vertical, e.g. Dogster, CouchsurďŹng
ĂźďźâŻSocial media sites (open vs. closed)
â˘âŻ Media types, e.g. Flickr (photos), Last.FM
(music), YouTube (video)
*Won Kim, Ok-Ran Jeong, Sang-Won Lee (2010). On socialWeb sites. Information Systems 35, 215â236
Social Web 2015, Lora Aroyo
57. Diversity in Cultures
â˘âŻ MySpace: US abroad
â˘âŻ Friendster: PaciďŹc Islands
â˘âŻ Orkut: Brazil, India
â˘âŻ Mixi: Japan
â˘âŻ LunarStorm: Sweden
â˘âŻ Hyves: NL
â˘âŻ Grono: Poland
â˘âŻ Hi5: South America, Europe
â˘âŻ Bebo: UK, New Zealand, Australia
â˘âŻ QQ: China
â˘âŻ Cyworld: Korea
â˘âŻ Skyrock: France
â˘âŻ Windows Live Spaces: Mexico,
Italy, and Spain
Social Web 2015, Lora Aroyo
58. 2011: FB vs. Orkut in Brazil
http://mashable.com/2012/01/17/facebook-beats-orkut-brazil/
Social Web 2015, Lora Aroyo
60. Diversity in Activities
â˘âŻ aSmallWorld BeautifulPeople: restricted access - appear
selective elite
â˘âŻ CouchsurďŹng: activity-centered
â˘âŻ BlackPlanet: identity-driven
â˘âŻ MyChurch: afďŹliation-focused
â˘âŻ Usenet public discussion forums: structured by topics
â˘âŻ SNS are structured as personal networks
â˘âŻ egocentricâ: individual at the center of their own community
â˘âŻ mirror unmediated social structures
Social Web 2015, Lora Aroyo
61. SNS: Features
â˘âŻ Personal proďŹles
â˘âŻ Establishing online
connections
â˘âŻ Participating in online
groups
â˘âŻ Communicating with online
connections
â˘âŻ Sharing user generated
content
â˘âŻ Expressing opinions
â˘âŻ Finding information
â˘âŻ Retaining users
Social Web 2015, Lora Aroyo
62. Expressing Opinions
â˘âŻ Allowing members to leave comments on the content,
voting by ranking (3 out of 5 stars), or marking as
favorite, ďŹagging as spam/inappropriate
â˘âŻ Sites use different ways to present and organize those
comments (hierarchical, timestamping, counting, etc.)
Why there is no âDISLIKEâ button in FB? Should there be?
For example, Digg has two buttons, âdigg itâ âburyâ
Social Web 2015, Lora Aroyo
64. ReďŹections ...
â˘âŻ Twitter proďŹle vs. Facebook proďŹle?
â˘âŻ Find friends on different networks?
â˘âŻ How does LinkedIn facilitate the forming joining of groups? FB? Google+? Others?
â˘âŻ Pros cons of (a)symmetry of friendship?
â˘âŻ Twitter vs. Facebook vs. Flickr vs. Vine differences in terms facilitating
communication?
â˘âŻ How often do you experience problems of duplication of content shared across
different sites?
â˘âŻ FB vs Google+ actions for retaining users?
Social Web 2015, Lora Aroyo
65. 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
Where do YOU come in
Social Web 2015, Lora Aroyo
66. Peter Brusilovsky, SocialWeb Course, University of Pittsburgh
The New Web:
The Web of People
Social Web 2015, Lora Aroyo
67. Hands-on Teaser
â˘âŻ ďŹrst (basic) taste of social web data analysis:
http://bit.ly/SocWeb_Ex1
â˘âŻ some Python command line experience
â˘âŻ Twitter data
â˘âŻ check out Getting Started Guide on course website
http://semanticweb.cs.vu.nl/socialweb2014
â˘âŻ check out the exercises in the book:
Mining the Social Web (Second Edition),
by Matthew A. Russell
Social Web 2015, Lora Aroyo