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Exploration of International Relations Data: An Object-Oriented Approach [Pehme köide]

  • Formaat: Paperback / softback, 224 pages, kõrgus x laius: 229x152 mm, references
  • Ilmumisaeg: 01-Dec-1997
  • Kirjastus: IEEE Computer Society Press,U.S.
  • ISBN-10: 0818670959
  • ISBN-13: 9780818670954
Teised raamatud teemal:
Exploration of International Relations Data: An Object-Oriented ApproachSuurem pilt
  • Formaat: Paperback / softback, 224 pages, kõrgus x laius: 229x152 mm, references
  • Ilmumisaeg: 01-Dec-1997
  • Kirjastus: IEEE Computer Society Press,U.S.
  • ISBN-10: 0818670959
  • ISBN-13: 9780818670954
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9780818670954.html
Märksõnad:
Describes a prototype system that assists users in exploring domain-specific data for use in international relations, concentrating on the role of object-oriented programming in addressing technical problems in data representation, data handling, and analysis extensibility. Combines object-oriented programming and modern software engineering techniques to develop a system for data exploration, dealing with different data structures across data sets, operations for different data, and appropriate analysis techniques for various data formats. For scholars of international relations. Annotation c. by Book News, Inc., Portland, Or.
Part I--A Prototype System for Data Exploration 1(132)
1 The Data to be Explored
2(10)
1.1 Different Types of Phenomenological Data
3(6)
1.1.1 Three Criteria
4(3)
1.1.2 The Choice of Data
7(2)
1.2 Outline of Part I
9(2)
Endnotes
11(1)
2 Data Exploration
12(16)
2.1 Identifying The Problem
12(3)
2.1.1 Heterogeneous Data Models
13(1)
2.1.2 Data Assumptions of Algorithms
14(1)
2.2 The Concept of Data Exploration
15(1)
2.2.1 Purpose of Data Exploration
15(1)
2.2.2 Data Integration
16(1)
2.3 Objectives
16(6)
2.3.1 Computational Goals
17(1)
2.3.2 Task-related Requirements
18(2)
2.3.3 Data Exploration for International Relations Research
20(2)
2.4 Comparison to Other Approaches
22(6)
2.4.1 Systems Which Implement a Domain-Theory
22(1)
2.4.2 Related Approaches
23(3)
2.4.3 Information Retrieval and Hypertext
26(2)
3 The Prototype
28(56)
3.1 Object-oriented Data Exploration
28(7)
3.1.1 Reasons for An Object-oriented Approach
29(3)
3.1.2 CrisView's Main Components
32(2)
3.1.3 The SHERFACS Dataset
34(1)
3.2 Documents
35(9)
3.2.1 Document Operators
36(1)
3.2.2 Special Data Interface Operators
37(4)
3.2.3 Characteristics of the Document Concept
41(2)
3.2.4 Documents in An Object-oriented System
43(1)
3.3 Data Representation
44(9)
3.3.1 Document Class
44(2)
3.3.2 Core Data
46(5)
3.3.3 Acceleration Structures
51(1)
3.3.4 Reinforcing the Coding Schema
52(1)
3.4 Data exploration
53(30)
3.4.1 Exploration Techniques
54(2)
3.4.2 Document-window
56(3)
3.4.3 Filter-window
59(3)
3.4.4 New-variable-window
62(3)
3.4.5 Inquiries
65(2)
3.4.6 Compare-window
67(3)
3.4.7 Induction-window
70(5)
3.4.8 Rule-analysis-window
75(3)
3.4.9 Precedent-window
78(5)
Endnotes
83(1)
4 Knowledge-based Analyses Techniques
84(45)
4.1 Selection of Knowledge-based Techniques
85(1)
4.2 Inductive Learning
85(25)
4.2.1 Overview
87(2)
4.2.2 Algorithm Generalizations
89(5)
4.2.3 Entropy-based Decision-Tree Induction
94(1)
4.2.4 Pairing Methods
95(6)
4.2.5 Technical Aspects
101(7)
4.2.6 Object-oriented Induction
108(2)
4.3 Precedent-based Reasoning
110(14)
4.3.1 Overview
111(7)
4.3.2 Retrieving Precedents
118(3)
4.3.3 Precedent-based Reasoning and Induction
121(3)
4.4 Problems of Analyzing Real-world Datasets
124(4)
4.4.1 Divergence from the Coding Scheme
125(1)
4.4.2 The Heterogeneity of Datasets
125(1)
4.4.3 Methodological Issues
126(2)
Endnotes
128(1)
5 Summary and Conclusion to Part I
129(4)
5.1 Summary of Features
129(2)
5.2 Leading Over to Part II
131(2)
Part II--A Protocol for Data Exploration Systems 133(70)
6 Motivation
135(4)
6.1 Providing Assistance to Users
136(1)
6.2 Outline of Part II
137(2)
7 Protocols
139(9)
7.1 Metaobject Protocols
140(1)
7.2 Drawing Analogies to Data Exploration Systems
141(1)
7.3 A Protocol for Data Exploration Systems
142(6)
7.3.1 Three Additional Protocol Components
142(2)
7.3.2 Steps Toward a Dedicated Application Framework
144(1)
7.3.3 Development of Components
145(3)
8 Extending the CrisView Protocol
148(45)
8.1 Developing Base Classes
148(27)
8.1.1 Mechanism of Data Access and Data Analysis
149(3)
8.1.2 Generalizing the Import Behavior
152(13)
8.1.3 Constructing Acceleration Structures
165(10)
8.2 Developing Specialized Classes
175(10)
8.2.1 Specialized Classes for Representing Data
176(4)
8.2.2 Specialized Classes for New Data Exploration Tasks
180(5)
8.3 Developing Introspective Classes
185(5)
8.3.1 Introspective Access for End Users
186(2)
8.3.2 Introspective Access for Specific User Groups
188(2)
8.4 Generalizing the User Interface
190(3)
9 Evaluation
193(10)
9.1 Evaluation of CrisView
194(4)
9.2 The Use of Metaobject Programming
198(5)
References 203(14)
Index 217