Themes
This conference focuses on adaptive approaches of knowledge
representation and reasoning. The basic idea is to bring together
evidence from various disciplines including computer science,
experimental psychology, linguistics, brain research and cognitive
science. Relevant methodologies are grounded in probability theory, statistics,
artificial neural networks, dynamical systems theory and related
disciplines. Specific symposium and workshop topics in the conference
are:
We invite novel high-quality papers that are related to the
conference themes including but not limited to:
- contextuality in statistical analysis and reasoning
- Bayesian models of learning and reasoning
- dynamical systems models of knowledge
- spatial representations of knowledge
- analyses of the limitations of logic-based representations
and reasoning
- highly contextual reasoning based on very high-dimensional
representations
- statistical machine learning
- pattern-based reasoning
- unsupervised and reinforcement learning models
for knowledge acquisition and representation
- knowledge capture
- continuous formal systems
- emergent representations based on independent component
analysis (ICA) and self-organizing maps (SOM)
- emergence of symbolic representations
- cognitive models of perceptually grounded reasoning processes
- knowledge representation and reasoning in non-stationary
environments
- explicit and implicit knowledge
- internal and external representations
- models of temporal processes and reasoning
- subjective and intersubjective representation of time
- knowledge representation and reasoning in the brain
- non-symbolic ontologies and adaptive knowledge
representation for the web
- adaptive, dynamical and probabilistic representations
of social and societal structures and processes
- adaptive knowledge representation of industrial processes
- probabilistic and pattern-based reasoning on financial
and economical phenomena
- emergent and evolutionary representations for
creative and design processes
AKRR05
– Themes – Dates
– CFP – Submission
– Programme – Venue
– Registration – Accomodation
– Travel – Committees
– Links
