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AAAI
1998
15 years 7 months ago
Machine Learning of Generic and User-Focused Summarization
A key problem in text summarization is finding a salience function which determines what information in the source should be included in the summary. This paper describes the use ...
Inderjeet Mani, Eric Bloedorn
ESWA
2002
74views more  ESWA 2002»
15 years 6 months ago
Ontologies for information management: balancing formality, stability, and sharing scope
Ontologies are an emerging paradigm to support declarativity, interoperability, and intelligent services in many areas, such as Agent
Ludger van Elst, Andreas Abecker
ADMI
2009
Springer
16 years 1 months ago
Concept Learning for Achieving Personalized Ontologies: An Active Learning Approach
In many multiagent approaches, it is usual to assume the existence of a common ontology among agents. However, in dynamic systems, the existence of such an ontology is unrealistic ...
Murat Sensoy, Pinar Yolum
WEBI
2009
Springer
16 years 1 months ago
Adapting Reinforcement Learning for Trust: Effective Modeling in Dynamic Environments
—In open multiagent systems, agents need to model their environments in order to identify trustworthy agents. Models of the environment should be accurate so that decisions about...
Özgür Kafali, Pinar Yolum
IAT
2007
IEEE
16 years 23 days ago
A Distributed Algorithm for Finding Nucleolus-Stable Payoff Divisions
The agents in multiagent systems can coordinate their actions and handle tasks jointly by forming coalitions. One of the important steps in this process is the fair division of pa...
Hrishikesh J. Goradia, José M. Vidal