Scalable Uncertainty Management: 5th International Conference, SUM 2011, Dayton, OH, USA, October 10-13, 2011. Proceedings

Front Matter....Pages -
Causality, Responsibility, and Blame: A Structural-Model Approach....Pages 1-1
Fuzzy Logic, Annotation Domains and Semantic Web Languages....Pages 2-21
Logic Programming and Uncertainty....Pages 22-37
Evaluating Probabilistic Inference Techniques: A Question of “When,” not “Which”....Pages 38-51
Probabilistic Logic Networks in a Nutshell....Pages 52-60
Dynamics of Beliefs....Pages 61-74
Fuzzy Classifiers – Opportunities and Challenges –....Pages 75-80
A Brief Overview of Research in Argumentation Systems....Pages 81-95
Maximal Ideal Recursive Semantics for Defeasible Argumentation....Pages 96-109
Argumentation Frameworks as Constraint Satisfaction Problems....Pages 110-122
On the Equivalence of Logic-Based Argumentation Systems....Pages 123-136
Bipolarity in Argumentation Graphs: Towards a Better Understanding....Pages 137-148
Handling Enthymemes in Time-Limited Persuasion Dialogs....Pages 149-162
Argumentation Frameworks with Necessities....Pages 163-176
A Heuristics-Based Pruning Technique for Argumentation Trees....Pages 177-190
On Warranted Inference in Argument Trees Based Framework....Pages 191-204
Uncertainty Handling in Quantitative BDD-Based Fault-Tree Analysis by Interval Computation....Pages 205-218
A Branching Time Logic with Two Types of Probability Operators....Pages 219-232
A Partition-Based First-Order Probabilistic Logic to Represent Interactive Beliefs....Pages 233-246
Patterns Discovery for Efficient Structured Probabilistic Inference....Pages 247-260
Indirect Elicitation of NIN-AND Trees in Causal Model Acquisition....Pages 261-274
Change in Argumentation Systems: Exploring the Interest of Removing an Argument....Pages 275-288
Incorporating Domain Knowledge and User Expertise in Probabilistic Tuple Merging....Pages 289-302
Qualitative Reasoning about Incomplete Categorization Rules Based on Interpolation and Extrapolation in Conceptual Spaces....Pages 303-316
A Change Model for Credibility Partial Order....Pages 317-330
Conflict-Aware Historical Data Fusion....Pages 331-345
Extended Galois Derivation Operators for Information Retrieval Based on Fuzzy Formal Concept Lattice....Pages 346-358
Processing Fuzzy Queries in a Peer Data Management System Using Distributed Fuzzy Summaries....Pages 359-372
Embedding Forecast Operators in Databases....Pages 373-386
Investigating Ontological Similarity Theoretically with Fuzzy Set Theory, Information Content, and Tversky Similarity and Empirically with the Gene Ontology....Pages 387-400
Answering Threshold Queries in Probabilistic Datalog+/– Ontologies....Pages 401-414
Coherent Top-k Ontology Alignment for OWL EL....Pages 415-427
Generalized Possibilistic Logic....Pages 428-432
Transformations around Quantitative Possibilistic Logic....Pages 433-446
Imprecise Regression Based on Possibilistic Likelihood....Pages 447-459
Possibilistic Network-Based Classifiers: On the Reject Option and Concept Drift Issues....Pages 460-474
Weak and Strong Disjunction in Possibilistic ASP....Pages 475-488
t-DeLP: A Temporal Extension of the Defeasible Logic Programming Argumentative Framework....Pages 489-503
Learning to Act Optimally in Partially Observable Markov Decision Processes Using Hybrid Probabilistic Logic Programs....Pages 504-519
 ChaseT : A Tool for Checking Chase Termination....Pages 520-524
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking....Pages 525-538
A Fuzzy-Based Approach to the Value of Information in Complex Military Environments....Pages 539-546
Handling Sequential Observations in Intelligent Surveillance....Pages 547-560
Back Matter....Pages -