Title: School of Electronics and Computer Science
1School of Electronicsand Computer Science
- Knowledge Repositories The Next 10 Years
- Professor Nigel Shadbolt
2Drivers for Change
- The Open Access debate and the Open Archive
Initiative - Moores Law
- The Semantic Web
- The Nature of Research Publications
3Drivers for Change
- The Open Access debate and the Open Archive
Initiative - Moores Law
- The Semantic Web
- The Nature of Research Publications
4Faster and Smaller
- Devices are getting smaller and faster all the
time - Moores Law has held for 40 years
- This leads to orders of magnitude
- Increase in power
- Increase in memory
- Decrease in size
- Decrease in cost
- Constant migration and obsolescence
- Our processors will have very limited shelf life
- Our storage does too
- Our physics does too
5Drivers for Change
- The Open Access debate and the Open Archive
Initiative - Moores Law
- The Semantic Web
- The Nature of Research Publications
6Making the Web Semantic
7Via meta content
That is machine readable.
This is a type of object event and this is its
title This is the URL of the web page for the
event This is a type of object photograph and the
photograph is of Tim Berners-Lee Tim Berners-Lee
is an invited speaker at the event
8Can Annotate Anything
- Publications
- Databases
- Metadata on scientific structures
9The SW Community Structured Spaces
- Linkage of heterogeneous information
- web content
- databases
- meta-data repository
- multimedia
- Via ontologies as information mediation
structures - Using Semantic Web languages
10Ontologies Fundamental Building Blocks of the
Semantic Web
11The Ontology
- A shared conceptualisation of a domain
- Provides the semantic backbone
- Lightweight and is deployed using a W3C
recommended standard language
12Genetics Gene Ontology
- One of the earliest examples of the benefits of
ontologies - Integration and interoperability were big wins
- Specific tool support
- Considerable resources invested and continuing in
maintenance - Spawned more generic biological ontology efforts
13Standards are fundamental
14Advanced Knowledge Technologies IRC
- AKT started Sept 00, 6 years, 8.8 Meg, EPSRC
- www.aktors.org
- Around 65 investigators and research staff
15Infrastructures and Components
- Built core infrastructures
- Constructed component technologies that cover the
knowledge life cycle in a number of applications
16Exemplar Technology ClassAKT
17Semantic Spaces Integrating Knowledge
Technologies
18The CS AKTive SpaceInternational Semantic Web
Challenge Winner
- 24/7 update of content
- Content continually harvested and acquired
against community agreed ontology - Easy access to information gestalts - who, what,
where - Hot spots
- Institutions
- Individuals
- Topics
- Impact of research
- citation services etc
- funding levels
- Changes and deltas
- Dynamic Communities of Practice
19Components of a Solution
- Information sets
- Ontology to mediate information sets
- Semantic Storage Capability
- Query Capability on Storage
- Network and graph analysis tools
- Browsing and Visualisation tools
20CS AKTiveSpace
21Extending the model
22EPSRC Knowing what they know
data sources
gatherers and mediators
ontology
knowledge repository(triplestore)
applications
23Visualising Interaction
24Visualising Interaction Programmes
25Drivers for Change
- The Open Access debate and the Open Archive
Initiative - Moores Law
- The Semantic Web
- The Nature of Research and Publication
- Knowledge Mapping
26New ways of discovery e-Science
- A large part of scientific discovery is now a
joint human machine endeavour - Without considerable compute power no hope of
progress - Examples from physics, astronomy, biology,
chemistry and engineering
27The Comb-e- Chem Vision
Structure Properties
Knowledge Prediction
Structures DB
Properties DB
Co-Laboratory Interaction between users Dark
Labs
Automation Remote interaction
Simulation and calculation
28Undergraduate Students
Digital Library
Graduate Students
E-Scientists
E-Scientists
E-Scientists
Grid
5
E-Experimentation
Entire E-Science CycleEncompassing
experimentation, analysis, publication, research,
learning
29The need for xtl-Prints
Combechem
DATA
PUBLICATION
DISSEMINATION
Combichem
30Structural Eprints
31Drivers for Change
- The Open Access debate and the Open Archive
Initiative - Moores Law
- The Semantic Web
- The Nature of Research and Publication
- Knowledge Mapping
32Increasing Use of Value Added Services
33Communities of Authors
- An example of a small coauthorship network
depicting collaborations among scientists at a
private research institution. Newman, M. E. J.
(2004) - Web services to run over archives at varying
grainsize
34Evolving Domains Impact Analysis
- Three time periods in the PNAS high-impact map
show the progression from the basic gene and
protein work and techniques that dominated the
1980s to more diverse applications in the 1990s
(Boyack, Kevin W. 2004)
35Bursting onto the scene New Topics
Fig. 2.
- Co-word space of the top 50 highly frequent and
bursty words used in the top 10 most highly
cited PNAS publications in 1982-2001
36Self Organising Maps Topic Landscapes
- Use of k-means clustering in combination with a
term dominance landscape to support semantic
zooming. Skupin et al 2004
37Detecting Key Moments Pathfinder
- A 624-node merged network with global pruning by
using Pathfinder Chen (2004)
38A future
- With institutional OAI at its heart
- A semantic web of knowledge
- Knowledge repositories as key holdings
- Knowledge mapping services increasing in range
and capability - Beyond bibliometrics