keynotes¡¡
Karl Aberer, Switzerland.
Keynote title: Structure and Dynamics of Emergent Semantics Systems
Karl Aberer is a Professor for Distributed Information Systems at EPFL Lausanne,
Switzerland, and director of the Swiss National Centre for Mobile Information
and Communication Systems (NCCR-MICS). His research interests are on
decentralization and self-organization in information systems with applications
in peer-to-peer search, overlay networks, trust management and mobile and sensor
networks. Before joining EPFL in 2000 he was leading the research division of
open adaptive information systems at the Integrated Publication and Information
Systems Institute (IPSI) of GMD in Germany, which he joined in 1992. There his
work concentrated on XML data management and cross-organizational workflows. He
studied mathematics at ETH Z¨¹rich where he also completed his Ph.D. in
theoretical computer science in 1991. From 1991 to 1992 he was postdoctoral
fellow at the International Computer Science Institute (ICSI) at the University
of California, Berkeley. He is member of several journal editorial boards,
including VLDB Journal, and conference steering comittees. Recently he served
as PC co-chair of ICDE 2005, MDM 2006 and WISE 2006.
Structure and Dynamics of Emergent Semantics Systems
Speaker: Karl Aberer, EPFL
Until recently, most data interoperability techniques involved central
components, e.g., global schemas or ontologies, to overcome semantic heterogeneity for
enabling transparent access to heterogeneous data sources. Today, however, with
the democratization of tools facilitating knowledge elicitation in machine-
processable formats, one cannot rely on global, centralized schemas anymore as
knowledge creation and consumption are getting more and more dynamic and
decentralized. Peer Data Management Systems (PDMS) implementing semantic overlay
networks are a good example of this new breed of systems eliminating the central
semantic component and replacing it through decentralized processes of local
schema alignment and query processing. As a result semantic interoperability
becomes an emergent property of a self-organizing system.
In this talk we provide examples of both structural and dynamic aspects of
emergent semantics systems based on semantic overlay networks. From the
structural perspective we can show that some of the typical properties of self-
organizing networks also appear in semantic overlay networks. They form
directed, scale-free graphs. We present both analytical models for
characterizing those graphs and empirical results providing insight on their
quantitative properties. From the dynamic perspective we present semantic gossiping,
a model for the dynamic reorganisation of semantic overlay networks resulting from
information propagation through the network and local realignment of semantic relationships.
The techniques we apply in that context are based on belief propagation, a
distributed probabilistic reasoning technique frequently encountered in self-
organizing systems. Finally we will give a quick glance on how this techniques
can be implemented at the systems level, based on a peer-to-peer systems
approach and on future applications of these techniques in the context of the
Sensor Internet.
Implications of Web 2.0 for the Semantic Grid
Speaker: Geoffrey Fox
Web 2.0 is characterized by blogs, wikis, mashups and hundreds of websites supporting
social exchanges including tagged bookmarks, pictures and personal profiles.
This supports universal simple approaches to publication, composition of services and a
rich metadata system for adorning URL's and people. The Semantic Grid has related
goals but is typically implemented with tools and capabilities of much greater sophistication
but with less elegant and robust implementations. It appears interesting to base Semantic Grids
on Web2.0 technology as this will facilitate adoption and support. We explore this idea.
Theme Talk:
Completeness of Query Operations on Resource Spaces
Speaker: Hai Zhuge
Abstract: A great variety of languages can be designed by different people for different purposes to operate resource spaces. Two fundamental issues are: can we design more operations in addition to existing operations? and, how many operations are sufficient or necessary? This talk solves these problems by investigating the theoretical basis for determining how complete a selection capability is provided in a resource operation sublanguage independent of any host language. The result is very useful to the design and analysis of operating languages.