LEADER 04719oam 2200601 450 001 9910484351403321 005 20210521074003.0 010 $a3-540-87993-5 024 7 $a10.1007/978-3-540-87993-0 035 $a(CKB)1000000000490939 035 $a(SSID)ssj0000319907 035 $a(PQKBManifestationID)11258284 035 $a(PQKBTitleCode)TC0000319907 035 $a(PQKBWorkID)10338592 035 $a(PQKB)10161152 035 $a(DE-He213)978-3-540-87993-0 035 $a(MiAaPQ)EBC3063495 035 $a(MiAaPQ)EBC6413274 035 $a(PPN)130185574 035 $a(EXLCZ)991000000000490939 100 $a20210521d2008 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aScalable uncertainty management $esecond international conference, sum 2008, naples, italy, october 1-3, 2008, proceedings /$fedited by Sergio Greco, Thomas Lukasiewicz 205 $a1st ed. 2008. 210 1$aBerlin, Germany :$cSpringer,$d[2008] 210 4$d©2008 215 $a1 online resource (XI, 401 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v5291 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-87992-7 320 $aIncludes bibliographical references and index. 327 $aConsistent Query Answering: The First Ten Years -- Heavy Tails and Web Models -- Managing Probabilistic Data with MystiQ: The Can-Do, the Could-Do, and the Can?t-Do -- Frequent Itemset Mining from Databases Including One Evidential Attribute -- Evaluating Trustworthiness from Past Performances: Interval-Based Approaches -- A Comparative Study of Six Formal Models of Causal Ascription -- An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs -- Transitive Observation-Based Causation, Saliency, and the Markov Condition -- A Family of Tolerant Antidivision Operators for Database Fuzzy Querying -- Uncertainty Management for the Retrieval of Economic Information from Distributed Markets -- Loopy Propagation in a Probabilistic Description Logic -- On the Performance of Fuzzy Data Querying -- Tractable Reasoning with Bayesian Description Logics -- Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases -- Fusing Uncertain Structured Spatial Information -- A Neuro Fuzzy Approach for Handling Structured Data -- A Framework for the Partial Evaluation of SPARQL Queries -- An Evolutionary Perspective on Approximate RDF Query Answering -- Clustering Uncertain Data Via K-Medoids -- Speeding Up the NRA Algorithm -- Uncertain Context Modeling of Dimensional Ontology Using Fuzzy Subset Theory -- A Personalized Approach to Experience-Aware Service Ranking and Selection -- Performance Evaluation of Algorithms for Soft Evidential Update in Bayesian Networks: First Results -- Optimization of Queries over Interval Probabilistic Data -- Polynomial Time Queries over Inconsistent Databases -- Using OBDDs for Efficient Query Evaluation on Probabilistic Databases -- A Logical Framework to Reinforcement Learning Using Hybrid Probabilistic Logic Programs -- On the Relationship between Hybrid Probabilistic Logic Programs and Stochastic Satisfiability -- Scaling Most Probable World Computations in Probabilistic Logic Programs -- Measuring the Ignorance and Degree of Satisfaction for Answering Queries in Imprecise Probabilistic Logic Programs. 330 $aThis book constitutes the refereed proceedings of the Second International Conference on Scalable Uncertainty Management, SUM 2008, held in Naples, Italy, in Oktober 2008. The 27 revised full papers presented together with the extended abstracts of 3 invited talks/tutorials were carefully reviewed and selected from 42 submissions. The papers address artificial intelligence researchers, database researchers, and practitioners to demonstrate theoretical techniques required to manage the uncertainty that arises in large scale real world applications and to cope with large volumes of uncertainty and inconsistency in databases, the Web, the semantic Web, and artificial intelligence in general. 410 0$aLecture Notes in Artificial Intelligence ;$v5291 517 3 $aSUM 2008 606 $aArtificial intelligence$vCongresses 606 $aUncertainty (Information theory)$vCongresses 615 0$aArtificial intelligence 615 0$aUncertainty (Information theory) 676 $a003.54 702 $aLukasiewicz$b Thomas 702 $aGreco$b Sergio 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a9910484351403321 996 $aScalable Uncertainty Management$9772490 997 $aUNINA