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E-raamat: Fuzzy XML Data Management

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This book presents an exhaustive and timely review of key research work on fuzzy XML data management, and provides readers with a comprehensive resource on the state-of-the art tools and theories in this fast growing area. Topics covered in the book include: representation of fuzzy XML, query of fuzzy XML, fuzzy database models, extraction of fuzzy XML from fuzzy database models, reengineering of fuzzy XML into fuzzy database models, and reasoning of fuzzy XML. The book is intended as a reference guide for researchers, practitioners and graduate students working and/or studying in the field of Web Intelligence, as well as for data and knowledge engineering professionals seeking new approaches to replace traditional methods, which may be unnecessarily complex or even unproductive.



This book details recent advances in fuzzy XML data management. Coverage includes: representation of fuzzy XML, query of fuzzy XML, fuzzy database models, extraction of fuzzy XML from fuzzy database models and reasoning of fuzzy XML.
1 Databases and XML for Data Management
1(30)
1.1 Introduction
1(2)
1.2 Logical Database Models
3(11)
1.2.1 The Relational Database Model
4(7)
1.2.2 The Nested Relational Database Model
11(1)
1.2.3 The Object-Oriented Database Model
12(2)
1.3 Conceptual Data Models
14(8)
1.3.1 Entity-Relationship and Enhanced ER Models
15(4)
1.3.2 UML Class Model
19(3)
1.4 XML Models
22(5)
1.4.1 XML Documents
22(1)
1.4.2 XML DTD Constructs
23(3)
1.4.3 XML Databases
26(1)
1.5 Summary
27(4)
References
28(3)
2 Fuzzy Sets and Fuzzy Database Models
31(52)
2.1 Introduction
31(1)
2.2 Imperfect Information and Fuzzy Sets
32(4)
2.2.1 Imperfect Information
33(1)
2.2.2 Fuzzy Sets
34(2)
2.3 Fuzzy UML Data Models
36(10)
2.3.1 Fuzzy Class
37(1)
2.3.2 Fuzzy Association
38(1)
2.3.3 Fuzzy Generalization
39(3)
2.3.4 Fuzzy Aggregation
42(2)
2.3.5 Fuzzy Dependency
44(1)
2.3.6 An Example of Fuzzy UML Data Model
45(1)
2.4 Fuzzy Relational Database Models
46(10)
2.4.1 Fuzzy Relational Database Models
47(1)
2.4.2 Fuzzy Relational Algebra Operations
48(8)
2.5 Fuzzy Object-Oriented Database Models
56(21)
2.5.1 Fuzzy Objects
57(1)
2.5.2 Fuzzy Classes
57(1)
2.5.3 Fuzzy Object-Class Relationships
58(5)
2.5.4 Fuzzy Inheritance Hierarchies
63(2)
2.5.5 Algebraic Operations in Fuzzy Object-Oriented Databases
65(12)
2.6 Summary
77(6)
References
78(5)
3 Fuzzy XML Data Models
83(18)
3.1 Introduction
83(1)
3.2 Fuzziness in XML Documents
84(3)
3.3 Fuzzy XML Representation Models and Formalizations
87(10)
3.3.1 Representation of Fuzzy Data in the XML Document
87(1)
3.3.2 Fuzzy DTD
88(2)
3.3.3 Fuzzy XML Schema
90(4)
3.3.4 Formalization of Fuzzy XML Models
94(3)
3.4 Fuzzy XML Algebraic Operations
97(2)
3.5 Summary
99(2)
References
99(2)
4 Fuzzy XML Queries and Index
101(32)
4.1 Introduction
101(2)
4.2 Fuzzy XML Queries with Predicates
103(19)
4.2.1 Fuzzy Extended Dewey Encoding
103(2)
4.2.2 Fuzzy XML Twig Query with AND-Logic
105(7)
4.2.3 Fuzzy XML Twig Query with AND/OR-Logic
112(6)
4.2.4 Fuzzy XML Twig Query with NOT-Logic
118(4)
4.3 Fuzzy XML Queries with Index
122(9)
4.3.1 Fuzzy XML Twig Pattern Query Matching
122(4)
4.3.2 Fuzzy XML Twig Pattern Query with Index
126(5)
4.4 Summary
131(2)
References
131(2)
5 Fuzzy XML Extraction from Fuzzy Database Models
133(20)
5.1 Introduction
133(1)
5.2 Fuzzy XML Extraction from Fuzzy UML Data Models
134(5)
5.2.1 Extraction of Fuzzy Classes
134(3)
5.2.2 Extraction of Fuzzy Generalizations
137(1)
5.2.3 Extraction of Fuzzy Associations
138(1)
5.3 Fuzzy XML Extraction from Fuzzy Relational Database Models
139(6)
5.4 Fuzzy XML Extraction from Fuzzy Object-Oriented Database Models
145(5)
5.4.1 Extraction of Fuzzy Classes
146(2)
5.4.2 Extraction of Fuzzy Relationships
148(1)
5.4.3 Extraction of Fuzzy Inheritance Hierarchies
149(1)
5.5 Summary
150(3)
References
151(2)
6 Reengineering Fuzzy XML into Fuzzy Database Models
153(16)
6.1 Introduction
153(2)
6.2 Reengineering Fuzzy XML into Fuzzy UML Data Models
155(4)
6.3 Reengineering Fuzzy XML into Fuzzy Relational Database Models
159(4)
6.3.1 DTD Tree and Mapping to the Relational Database Schema
159(2)
6.3.2 Mapping the Fuzzy XML Model into the Fuzzy Relational Database Model
161(2)
6.4 Reengineering Fuzzy XML into Fuzzy Object-Oriented Database Models
163(3)
6.5 Summary
166(3)
References
166(3)
7 Fuzzy XML Reasoning
169(40)
7.1 Introduction
169(3)
7.2 Fuzzy XML Reasoning with Fuzzy Description Logic
172(17)
7.2.1 Fuzzy Description Logic f-ALCQwf-reg
172(7)
7.2.2 Representing Fuzzy XML with Fuzzy Description Logic f-ALCQwf-reg
179(6)
7.2.3 Reasoning on Fuzzy XML with Fuzzy Description Logic f-ALCQwf-reg
185(4)
7.3 Fuzzy XML Reasoning with Fuzzy Ontology
189(17)
7.3.1 Representing Fuzzy XML with Fuzzy Ontology
190(12)
7.3.2 Reasoning on Fuzzy XML with Fuzzy Ontology
202(4)
7.4 Summary
206(3)
References
206(3)
Index 209
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