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Semantic Web Technologies for
Social Translucence and Privacy
Mirrors on the Web
Mathieu d’Aquin and Keerthi Thomas
Knowledge Media Institute, The Open University
@mdaquin / semprivacy.com
Privacy?

Privacy is not simply an absence of
information about us in the minds of others,
rather it is the control we have over
information about ourselves
-- Charles Fried - 1968
Privacy?

Privacy is not simply an absence of
information about us in the minds of others,
rather it is the control we have over
information about ourselves
-- Charles Fried - 1968
Privacy?
user

input

System

output

Privacy is not simply an absence of
information about us in the minds of others,
rather it is the control we have over
information about ourselves
-- Charles Fried - 1968
Privacy?
user

System

output

input

Privacy is not simply an absence of
information about us in the minds of others,
rather it is the control we have over
feedback
information about ourselves
-- Charles Fried - 1968
Privacy?
user

Web

privacy state

activities

Privacy is not simply an absence of
information about us in the minds of others,
rather it is the control we have over
feedback
information about ourselves
-- Charles Fried - 1968
Or in other words,
Social Translucence
In systems with a social process component,
to achieve coherent behaviours, it is
necessary for the system to make such
behaviours visible and understandable to
the users.
-- Erickson and Kellogg, 2000
advertiser
shop

analytics
tracker

social
network

search engine

shop
employer
tracker

social network

bookmark
bank
advertiser
shop

analytics
tracker

social
network

search engine

shop
employer
tracker

social network

Web privacy
(translucent)
mirror

bookmark
bank
Examples
(from mostly non-semantic worlds)

• Track the tracker
– Ghostery
– Collusion
– Spy Watch

• Personal analytics
– Wolfram|Alpha
– Moluti
– Attention Recorder
Challenges
• Collecting and managing
data about the user activities
and the extermal world
affecting them
• Integrate this information in a
coherent, explorable base
• Make sense of this
information so that it can be
understood (and so acted
upon by the user)

?
Challenges
• Collecting and managing
data about the user activities
and the extermal world
affecting them
• Integrate this information in a
coherent, explorable base
• Make sense of this
information so that it can be
understood (and so acted
upon by the user)

That reminds
me of
something…
Challenges
• Collecting and managing
data about the user activities
and the extermal world
affecting them
• Integrate this information in a
coherent, explorable base
• Make sense of this
information so that it can be
understood (and so acted
upon by the user)

Ah, I know:
Semantic
Web
Technologies!
HTTP
Ontology

Online
Activities
Ontology
Parameters
and Website
info.

Web Site
Information

Location
Information

Personal
Information

Trust Model
Personal Analytics
d'Aquin, Elahi, Motta.
Semantic technologies to
support the user-centric
analysis of activity data.
SDoW 2011 at ISWC 2011
Thomas and d'Aquin. On
the privacy implications of
releasing consumer
activity data. KMi Tech.
Report kmi-13-02, 2013.
time

agents

interests

d'Aquin, Elahi, Motta. Personal monitoring of web information exchange: Towards web lifelogging. WebSci10.
Trust in
websites

Sensitivity
of data

d'Aquin, Elahi, Motta. Semantic monitoring of personal web activity to support the management of trust and
privacy. SPOT 2010 at ESWC 2010
Dealing with complex and sophisticated privacy situations…
Facebook
graph API

Facebook
Ontology

Basic
linked data

Epistemic
logic theory
of Facebook
Ontological
inference
(types,
relations)
Epistemic
inference
(who knows
what)
Facebook Ontology (extract)
Place

Agent
author

subclass
likes

Person

in

Post

includes

subclass

Video

App
author

Photo

on

Comment
scope

Status
update

{Everyone, Friends_of_Friends, All_Friends, Custom}
Example epistemic rules
Ka Post(X) :- author(X, a)
Ka Post(X) :- scope(X, All_Friends), author(X, Y), friend(Y, a)
Ka Post(X) :- includes(X,Y), friend(Y, a)
Ka wasIn(P, Y) :- includes(X,Y), in(X,P), Ka Post(X)
Ka wasWith (Y,Z) :- includes(X, Y), include(X,Z), Ka Post(X)
d'Aquin, Thomas. Modeling and reasoning upon facebook privacy settings. Demo at ISWC 2013
http://youtu.be/iFocaRtLdQg
Message and call for action
Semantic Web Technologies can help
individuals in better interpreting their own
activities in terms of privacy consequences.
Build semantic, web privacy mirrors!
Some simple examples.
Quite many more challenges.
semprivacy.com / @mdaquin

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