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020 _a9783319115085
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024 7 _a10.1007/978-3-319-11508-5
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
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245 1 0 _aScalable Uncertainty Management
_h[electronic resource] :
_b8th International Conference, SUM 2014, Oxford, UK, September 15-17, 2014, Proceedings /
_cedited by Umberto Straccia, Andrea Cali.
250 _a1st ed. 2014.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aX, 322 p. 45 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8720
505 0 _aPossibilistic networks: A new setting for modeling preferences -- Min-based assertional merging approach for possibilistic DL-Lite knowledge bases -- On the revision of possibilistic DL-Lite knowledge bases -- Interval-based possibilistic networks -- Tractable vs. Intractable Cases of Query Answering under Matching Dependencies -- Analogical classification: Handling numerical data -- Lazy Analogical Classification: Optimization and Precision Issues -- Update Operators for Inconsistent Query Answering: A New Point of View -- Improving Inconsistency Resolution by Considering Global Conflicts -- Probabilistic Argumentation Frameworks - A Logical Approach -- Computing Skyline from Evidential Data -- A Two-Level Approach to Maximum Entropy Model Computation for Relational Probabilistic Logic Based on Weighted Conditional Impacts: Solving Hidden-Semi-Markov-Mode Markov Decision Problems -- Probabilistic Strategies in Dialogical Argumentation -- Analytics over Probabilistic Unmerged Duplicates -- Answering Ontological Ranking Queries based on Subjective Reports -- A Petri net model of argumentation dynamics -- Integrity Constraints for Probabilistic Spatio-Temporal Knowledgebases.
520 _aThis book constitutes the refereed proceedings of the 8th International Conference on Scalable Uncertainty Management, SUM 2014, held in Oxford, UK, in September 2014. The 20 revised full papers and 6 revised short papers were carefully reviewed and selected from 47 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_9102904
650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aComputer networks .
_931572
650 0 _aDatabase management.
_93157
650 0 _aData mining.
_93907
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_9102906
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aComputer Communication Networks.
_9102908
650 2 4 _aDatabase Management.
_93157
650 2 4 _aData Mining and Knowledge Discovery.
_9102910
700 1 _aStraccia, Umberto.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9102911
700 1 _aCali, Andrea.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9102913
710 2 _aSpringerLink (Online service)
_9102915
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319115078
776 0 8 _iPrinted edition:
_z9783319115092
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8720
_9102917
856 4 0 _uhttps://doi.org/10.1007/978-3-319-11508-5
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