
CIA 2003 Theme & Topics of Interest
Information agent technology is one of the major key technologies
for the Internet and worldwide Web. An information agent is a computational
software entity that has access to one or multiple, heterogeneous and distributed
information sources, pro-actively searches for and maintains relevant information
on behalf of its human users or other agents preferably just-in-time. In
other words, it is managing and overcoming the difficulties associated
with information overload in the open and exponentially growing Internet
and Web. One key challenge of developing advanced information systems is
to balance the autonomy of networked data and knowledge sources with the
potential payoff of leveraging them by the appropriate use of intelligent
information agents. Therefore, the special focus of this workshop series
is on the perspectives, design, and implementation of intelligent information
agents which are able to collaborate in open, networked data and information
environments for and providing added value to a variety of applications
in different domains. The development of such agents requires expertise
from different research disciplines such as AI, databases, knowledge representation
and reasoning, distributed systems, information retrieval, and Human Computer
Interaction (HCI). Keeping with its tradition all topics in the research
area of intelligent and collaborating information agents are covered by
the CIA-2003 workshop. Topics include but are not limited to
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Systems and Applications of Information Agents
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Architectures of information agents.
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Prototypes and fielded systems of information agents.
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Recommender systems; collaborative cases.
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Issues of programming information agents.
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Advanced Theories of Collaboration
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Social filtering, cooperative search, group forming and negotiation, etc.
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Cooperation in real-time and open environments.
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Self-organising information agent systems.
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Capability-based mediation between information agents.
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Collaboration in peer-to-peer networks.
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Agent-Based Knowledge Discovery
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Knowledge discovery by (systems of) information agents; collaborative cases.
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Agent-based distributed data mining.
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Distributed information retrieval and Web mining.
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Information Agents for the Semantic Web
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Agent-based service discovery and composition.
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Agent-based service matchmaking and brokering in the Semantic Web.
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Agent-based distributed ontology learning.
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Mobile Information Agents
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Mobile information agents for distributed information retrieval: Prototypes,
experiments, case studies, and experiences.
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Architectures, environments and languages for engineering mobile information
agents.
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Cooperative mobile information agents.
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Information Agents and Ubiquitous Computing
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Information agents in ubicomp environments: Applications, surveys; collaborative
cases.
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Rational Information Agents for E-Business
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Models of economic rationality and trust to be applied to information agents
for e-business.
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Issues of privacy of communication, data security, and jurisdiction for
agent-mediated trading.
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Coalition and team formation algorithms.
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Intelligent Interfaces for Information Agents
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Human-agent interaction for (systems of) information agents.
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Life-like characters and avatars.
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Information agents for/applied to digital cities.
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Advanced, personalized 3-d visualizations of information spaces.
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Agent-based Web usage mining
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Personalisation; collaborative cases.
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Adaptive Information Agents
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Adaptive information retrieval; collaborative cases.
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Reasoning with imperfect information: collaborative cases.
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Multi-strategy and meta-learning for cooperative information agents.
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