Transcript Document

The Semantic Web
Prof. Enrico Motta
Knowledge Media Institute
The Open University
The World-Wide-Web
• Huge information space and
computing infrastructure
• All the world knowledge and
a huge number of services
at your fingertips
• Easy to publish
information/services
• Reasonable easy to locate
resources (for humans - it is
hard for machines)
The WWW Revolution
• Combination of ease of
publishing, hugeness and
removal of physical barriers
implies revolutionary,
disruptive, society-changing
technology
• Examples
– Napster
– Baghdad blogger beats
BBC, CNN, etc…
– Old lady in Yorkshire sets
up very successful business
from isolated cottage…
– 17-year old kids become
millionaires…etc, etc
So what next for the web?…
• Current web primarily for
human consumption
– Hard to locate resources for
machines
– Hard to locate info across web
pages (for both humans and
machines)
– published information not
easily processable by machines
– Limited possibilities for largescale interoperability and the
provision of ‘smart’
functionalities
In a nutshell…
• There is so much
information out there, but
current technology can do
very little with it
• And of course in the
knowledge economy, access
to the right information at
the right time is a key
competitive advantage
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KMi
Semantic
Web
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Conceptual Interoperablity
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Conceptual Interoperablity
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The Semantic Web
• Huge, distributed markup
• Statements about web
resources and entities in the
world
• Formal, declarative,
machine processable
information
• Markup based on shared
ontologies, to enable
interoperability between
agents (both human and
software)
So What?
• Semantic Markup supports
semantic search, based on
meaning rather than keyword
retrieval
• Shared ontologies allow
‘conceptual interoperability’
• Conceptual interoperability
enables the discovery,
aggregation and use of
information coming from
multiple sites
• Key is the use of formal,
explicit, declarative, shared
representations
Trends and Possibilities….
• Semantic web is not a fad…here to stay
– Some visionary papers may seem a bit over the top
but reality is that
• Semantic web is growing more quickly than the web
• Huge amounts of distributed semantic markup will
become available within 3-5 years
• WWW has opened up huge new markets and
removed geographical and marketing barriers
• Semantic web will be about automating
processes and achieving novel smart
functionalities by leveraging machineprocessable contents
Example: Travel Industry
• Now: Expedia’s strategy is based on providing
holiday packages customizations at no extra
cost
• Future: Automatic travel agents interoperating
in real time with huge numbers of
heterogenous providers to provide customtailored travel packages
Example: Financial Sector
• Now: Portfolio creation, management and
customization slow and expensive
• Future: Smart artificial brokers will outperform
human brokers by being able to make use of
large amounts of real-time data about
financial products, environments and clients,
to provide optimized, tailor-made financial
portfolio for clients
Example: Music Industry
• Now: Digital music, ‘smart’ playlists,
podcasting…
• Future: All music ever created available online
and massively marked-up. Huge possibilities
for intelligently customized radio stations, for
automated clearance of copyrights, etc, etc..
Conclusions
• The semantic web is about producing massive
amounts of distributed semantic annotations making explicit and formal what is implicit and
informal
• The availability of large scale semantic markup
opens up the way for
– Intelligent aggregation of information
– Smart search engines able to reason about
information coming from different sources, thus
generating new knowledge
– Dynamic agent interoperability on the web
– Intelligent personalization of information