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019 ▼a 987023556
020 ▼a 9781614997344 ▼q (electronic bk.)
020 ▼a 1614997349 ▼q (electronic bk.)
020 ▼z 9781614997337 ▼q (print)
020 ▼z 1614997330
035 ▼a (OCoLC)970041839 ▼z (OCoLC)987023556
037 ▼a 988906 ▼b MIL
040 ▼a N$T ▼b eng ▼e rda ▼e pn ▼c N$T ▼d IOSPR ▼d BTCTA ▼d N$T ▼d OCLCF ▼d IDEBK ▼d NJP ▼d CUY ▼d OCLCQ ▼d YDX ▼d SNK ▼d DKU ▼d AUW ▼d IGB ▼d 247004
050 4 ▼a QA76.5913 ▼b .Z474 2016
072 7 ▼a COM ▼x 004000 ▼2 bisacsh
08204 ▼a 025.042/7 ▼2 23
1001 ▼a Zese, Riccardo, ▼e author.
24510 ▼a Probabilistic semantic web : ▼b reasoning and learning/ ▼c Riccardo Zese.
264 1 ▼a Amsterdam, Netherlands : ▼b IOS Press, ▼c [2017].
300 ▼a 1 online resource (xvi, 173 pages).
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
4901 ▼a Studies on the semantic web, ▼x 2215-0870; ▼v vol. 028
504 ▼a Includes bibliographical references.
5050 ▼a Part I. Introduction; Chapter 1. Semantic Web; 1.1 Description Logics and Semantic Web; 1.2 The Current Vision of the Semantic Web; Chapter 2. Probability; 2.1 Probabilistic Inference; 2.2 Probabilistic Learning; Chapter 3. Aims of the Thesis; Chapter 4. Structure of the Thesis; Part II. Description Logics; Chapter 5. Foundations of Description Logics; Chapter 6. Description Logics' Characteristics; 6.1 Concept and Role Constructors; 6.2 Family of DLs; 6.3 Knowledge Base; 6.3.1 TBox; 6.3.2 RBox; 6.3.3 ABox; 6.4 Semantics.
5058 ▼a Chapter 7. Significant Examples of Description Logics; Chapter 8. OWL: the Web Ontology Language; Chapter 9. Inference in Description Logics; 9.1 Approaches to Compute Explanations; 9.1.1 Solving min-a-enum: The Standard Definition; 9.1.2 Resolving min-a-enum: Pinpointing Formula; Part III. A Probabilistic Semantics for Description Logics; Chapter 10. Distribution Semantics; 10.1 Formal Definition; 10.2 PLP Languages under the Distribution Semantics; 10.2.1 Logic Programming; 10.2.2 LPAD; 10.2.3 ProbLog; 10.3 Inference in Probabilistic Logic Programming; 10.3.1 ProbLog Inference System.
5058 ▼a 10.3.2 PITA; 10.4 Learning in Probabilistic Logic Programming; Chapter 11. DISPONTE; Chapter 12. Probabilistic Description Logics; Part IV. Inference in Probabilistic DLs; Chapter 13. Inference; 13.1 Splitting Algorithm; 13.2 Binary Decision Diagrams; Chapter 14. BUNDLE; Chapter 15. TRILL; 15.1 TRILL on SWISH; Chapter 16. TRILL P; Chapter 17. Complexity of Inference; Chapter 18. Related Inference Systems; Chapter 19. Experiments; 19.1 BUNDLE: Comparison with PRONTO; 19.2 BUNDLE: Not Entailed Queries; 19.3 BUNDLE: Inference with Limited Number of Explanations; 19.4 BUNDLE: Scalability.
5058 ▼a 19.5 TRILL, TRILL P & BUNDLE: Comparing Different Approaches; 19.6 Discussion; Part V. Learning in Probabilistic DLs; Chapter 20. Learning; Chapter 21. EDGE: Parameter Learning; 21.1 Expectation Maximization Algorithm; 21.2 EDGE; Chapter 22. LEAP: Structure Learning; 22.1 CELOE; 22.2 LEAP; Chapter 23. Distributed Learning; 23.1 Map Reduce Approach; 23.2 The Message Passing Interface Standard; 23.3 EDGE MR; 23.4 LEAP MR; Chapter 24. Related Learning Systems; Chapter 25. Experiments; 25.1 EDGE: Comparison with Association Rules; 25.2 LEAP & EDGE: a Comparison Between Different Learning Problems.
5058 ▼a 25.3 EDGE MR: Parallelization Speedup; 25.4 EDGE MR: Memory Consumption; 25.5 LEAP MR: Parallelization Speedup; 25.6 Discussion; Part VI. Summary and Future Work; Chapter 26. Conclusion; Chapter 27. Future Work.
5880 ▼a Online resource; title from PDF title page (IOS Press, viewed January 26, 2017).
590 ▼a eBooks on EBSCOhost ▼b All EBSCO eBooks
650 0 ▼a Semantic Web.
650 0 ▼a Semantic computing.
650 7 ▼a COMPUTERS / Intelligence (AI) & Semantics ▼2 bisacsh
650 7 ▼a Semantic computing. ▼2 fast ▼0 (OCoLC)fst01748947
650 7 ▼a Semantic Web. ▼2 fast ▼0 (OCoLC)fst01112076
655 4 ▼a Electronic books.
830 0 ▼a Studies on the Semantic Web ; ▼v v. 028.
85640 ▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1455955
938 ▼a YBP Library Services ▼b YANK ▼n 13399588
938 ▼a ProQuest MyiLibrary Digital eBook Collection ▼b IDEB ▼n cis37449733
938 ▼a EBSCOhost ▼b EBSC ▼n 1455955
938 ▼a Baker and Taylor ▼b BTCP ▼n BK0020290690
990 ▼a ***1012033
994 ▼a 92 ▼b KRDHU