Scalable Uncertainty Management : 10th International Conference, SUM 2016, Nice, France, September 21-23, 2016, Proceedings / edited by Steven Schockaert, Pierre Senellart.

Format:

Book

Contributor:

Schockaert, Steven, editor.

Senellart, Pierre, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 9858.

Lecture Notes in Artificial Intelligence ; 9858

Language:

English

Subjects (All):

Artificial intelligence.

Database management.

Application software.

Information storage and retrieval.

Logic, Symbolic and mathematical.

Algorithms.

Artificial Intelligence.

Database Management.

Information Systems Applications (incl. Internet).

Information Storage and Retrieval.

Mathematical Logic and Formal Languages.

Algorithm Analysis and Problem Complexity.

Local Subjects:

Artificial Intelligence.

Database Management.

Information Systems Applications (incl. Internet).

Information Storage and Retrieval.

Mathematical Logic and Formal Languages.

Algorithm Analysis and Problem Complexity.

Physical Description:

1 online resource (XI, 361 pages) : 64 illustrations.

Edition:

First edition 2016.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2016.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 10th International Conference on Scalable Uncertainty Management, SUM 2016, held in Nice, France, in September 2016. The 18 regular papers and 5 short papers were carefully reviewed and selected from 35 submissions. Papers are solicited in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information. These include (but are not restricted to) applications in decision support systems, risk analysis, machine learning, belief networks, logics of uncertainty, belief revision and update, argumentation, negotiation technologies, semantic web applications, search engines, ontology systems, information fusion, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.

Contents:

Combinatorial Games: From Theoretical Solving to AI Algorithms

A Gentle Introduction to Reinforcement Learning

Possibilistic Graphical Models for Uncertainty Modeling

On the Explanation of SameAs Statements using Argumentation

Reasoning with Multiple-Agent Possibilistic Logic

Incremental Preference Elicitation in Multi-Attribute Domains for Choice and Ranking with the Borda Count

Graphical Models for Preference Representation: An Overview

Diffusion of Opinion and Influence

Fuzzy Labeling for Abstract Argumentation: An Empirical Evaluation

A Belief-Based Approach to Measuring Message Acceptability

Intertranslatability of Labeling-based Argumentation Semantics

Preference Inference Based on Pareto Models

Persuasion Dialogues via Restricted Interfaces using Probabilistic Argumentation

Metric Logic Program Explanations for Complex Separator Functions

A Two-Stage Online Approach for Collaborative Multi-Agent Planning under Uncertainty

9-ASP for Computing Repairs with Existential Ontologies

Probabilistic Reasoning in the Description Logic ALCP with the Principle of Maximum Entropy

Fuzzy Quantified Structural Queries to Fuzzy Graph Databases

Reasoning with Data - A New Challenge For AI

Probabilistic Spatial Reasoning in Constraint Logic Programming

ChoiceGAPs: Competitive Diffusion as a Massive Multi-Player Game in Social Networks

Challenges for Efficient Query Evaluation on Structured Probabilistic Data

Forgetting-Based Inconsistency Measure

A Possibilistic Multivariate Fuzzy c-Means Clustering Algorithm

A Measure of Referential Success Based on Alpha-Cuts

Graded Justification of Arguments via Internal and External Endogenous Features. .

Other Format:

Printed edition:

ISBN:

978-3-319-45856-4

9783319458564

Access Restriction:

Restricted for use by site license.