Scalable Uncertainty Management: Third International Conference, SUM 2009, Washington, DC, USA, September 28-30, 2009. Proceedings [1 ed.] 3642043879, 9783642043871

This volume contains the papers presented at the Third International Conference on Scalable Uncertainty Management, SUM

301 19 44KB

English Pages 309 [317] Year 2009

Table of contents :
Front Matter....Pages -
PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract)....Pages 1-1
Uncertainty in the Semantic Web....Pages 2-11
Bridging the Gap between Abstract Argumentation Systems and Logic....Pages 12-27
Modeling Unreliable Observations in Bayesian Networks by Credal Networks....Pages 28-39
Interventions in Possibilistic Logic....Pages 40-54
An Analysis of Sum-Based Incommensurable Belief Base Merging....Pages 55-67
An Argument-Based Approach to Using Multiple Ontologies....Pages 68-79
A Model Based on Possibilistic Certainty Levels for Incomplete Databases....Pages 80-94
A Proposal for Making Argumentation Computationally Capable of Handling Large Repositories of Uncertain Data....Pages 95-110
Making Sense of a Sequence of Events: A Psychologically Supported AI Implementation....Pages 111-123
Explaining Inconsistencies in OWL Ontologies....Pages 124-137
On Improving the Scalability of Checking Satisfiability in Probabilistic Description Logics....Pages 138-149
Towards Relational Schema Uncertainty....Pages 150-164
Aggregation of Trust for Iterated Belief Revision in Probabilistic Logics....Pages 165-179
Fast and Accurate Prediction of the Destination of Moving Objects....Pages 180-192
Weighted Description Logics Preference Formulas for Multiattribute Negotiation....Pages 193-205
Probabilistic Planning with Imperfect Sensing Actions Using Hybrid Probabilistic Logic Programs....Pages 206-222
Extended Fuzzy Logic Programs with Fuzzy Answer Set Semantics....Pages 223-239
Finite Satisfiability in Infinite-Valued Łukasiewicz Logic....Pages 240-254
Compression of Probabilistic XML Documents....Pages 255-267
Query Answering in Belief Logic Programming....Pages 268-281
Towards Effective Elicitation of NIN-AND Tree Causal Models....Pages 282-296
An Evidence-Theoretic k -Nearest Neighbor Rule for Multi-label Classification....Pages 297-308
Back Matter....Pages -

Scalable Uncertainty Management: Third International Conference, SUM 2009, Washington, DC, USA, September 28-30, 2009. Proceedings [1 ed.]
3642043879, 9783642043871

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Amol Deshpande (auth.)
Lluís Godo
Andrea Pugliese (eds.)

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