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Design, Performance, and Analysis of Innovative Information Retrieval

Book Description

Daily procedures such as scientific experiments and business processes have the potential to create a huge amount of data every day, hour, or even second, and this may lead to a major problem for the future of efficient data search and retrieval as well as secure data storage for the world’s scientists, engineers, doctors, librarians, and business managers. Design, Performance, and Analysis of Innovative Information Retrieval examines a number of emerging technologies that significantly contribute to modern Information Retrieval (IR), as well as fundamental IR theories and concepts that have been adopted into new tools or systems. This reference is essential to researchers, educators, professionals, and students interested in the future of IR.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Book Series
  5. Editorial Advisory Board and List of Reviewers [Chapter Title]
    1. List of Reviewers
  6. Foreword
  7. Preface
    1. OVERVIEW
    2. THE TARGET AUDIENCE
    3. THE IMPORTANCE OF EACH OF THE SECTIONS
    4. CONCLUSION
  8. Acknowledgment
  9. Section 1: Keyword Search in XML and XML Stream Processing Techniques
    1. Chapter 1: Foundation of Keyword Search in XML
      1. ABSTRACT
      2. 1.1 INTRODUCTION
      3. 1.2 BASIC XML CONCEPTS
      4. 1.3 SEMANTIC MODELS
      5. 1.4 RANKING
      6. 1.5 CONCLUSION
    2. Chapter 2: An Efficient and Flexible Approach of Keyword Search in XML
      1. ABSTRACT
      2. 2.1 INTRODUCTION AND MOTIVATION
      3. 2.2 RESULT MODEL
      4. 2.3 SCORING FUNCTION
      5. 2.4 SYSTEM IMPLEMENTATION
      6. 2.5 EXPERIMENTS
      7. 2.6 RELATED WORK
      8. 2.7 CONCLUSION
    3. Chapter 3: Ontology-Driven Keyword Search for Heterogeneous XML Data Sources
      1. ABSTRACT
      2. 3.1 INTRODUCTION
      3. 3.2 PRELIMINARIES
      4. 3.3 SYSTEM ARCHITECTURE
      5. 3.4 ONTOLOGY INTEGRATION AND INDEX BUILDING
      6. 3.5 GENERATING AND REWRITING SCNs
      7. 3.6 ORGANIZING AND RANKING RESULTS
      8. 3.7 EXPERIMENTS
      9. 3.8 RELATED WORK
      10. 3.9 CONCLUSION
    4. Chapter 4: Foundation of XML Stream Processing Techniques
      1. ABSTRACT
      2. 4.1 INTRODUCTION
      3. 4.2 AUTOMATON-BASED METHODS
      4. 4.3 INDEX-BASED METHODS
      5. 4.4 OTHER METHODS
      6. 4.5 OPTIMIZATION AND OTHER TECHNIQUE
      7. 4.6 CONCLUSION
    5. Chapter 5: Matching of Twig Pattern with AND/OR Predicates over XML Streams
      1. ABSTRACT
      2. 5.1 INTRODUCTION
      3. 5.2 MULTIPLE TWIG PATTERNS PROCESSING OVER XML STREAM
      4. 5.3 THE ARCHITECTURE OF LeoXSQ SYSTEM
      5. 5.4 EXPERIMENTS
      6. 5.5 RELATED WORK
      7. 5.6 CONCLUSION
    6. Chapter 6: Keyword Search in XML Streams
      1. ABSTRACT
      2. 6.1 INTRODUCTION
      3. 6.2 KEYWORD SEARCH RESULTS ON XML STREAM
      4. 6.3 S-XSF: STACK BASED ALGORITHM FOR XML STREAM FILTERING
      5. 6.4 SCHEMA-AWARE KEYWORD SEARCH FOR XML STREAMS
      6. 6.5 THE SYSTEM ARCHITECTURE
      7. 6.6 EXPERIMENTS
      8. 6.7 RELATED WORK
      9. 6.8 CONCLUSION
  10. Section 2: Retrieving Information from Compressed XML Documents According to Vague Queries
    1. Chapter 7: Introduction
      1. ABSTRACT
      2. 1.1 INTRODUCTION
      3. 1.2 RESEARCH HYPOTHESIS AND RESEARCH METHODOLOGY
      4. 1.3 RESEARCH QUESTIONS
      5. 1.4 MOTIVATIONS AND OBJECTIVES
      6. 1.5 RESEARCH CONTRIBUTIONS
    2. Chapter 8: Research Background
      1. ABSTRACT
      2. 1.1 XML COMMENCEMENTS AND IMPORTANCE
      3. 1.2 XML DOCUMENT TYPES
      4. 1.3 JAVA API FOR XML (JAXP)
      5. 1.4 XML RETRIEVAL
      6. 1.5 XML QUERY LANGUAGES
      7. 1.6 TYPES OF QUERIES
      8. 1.7 VAGUE QUERIES
      9. 1.8 SUMMARY
    3. Chapter 9: State of the Art Technology in Compressing and Querying XML Documents
      1. ABSTRACT
      2. 1.1 XML COMPRESSION TECHNIQUES
      3. 1.2 PROCESSING VAGUE QUERIES TECHNIQUES
      4. 1.3 PROBLEM IDENTIFICATION
      5. 1.4 SUMMARY
    4. Chapter 10: Compressing and Vague Querying (XCVQ) Design
      1. ABSTRACT
      2. 1.1 SYSTEM ARCHITECTURE
      3. 1.2 XCVQ-C DESIGN
      4. 1.3 XCVQ-C ALGORITHMS AND THEIR CORRECTNESS
      5. 1.4 XCVQ-D DESIGN
      6. 1.5 XCVQ-D ALGORITHM AND ITS CORRECTNESS
      7. 1.6 XCVQ-QP DESIGN
      8. 1.7 SUMMARY
    5. Chapter 11: XCVQ Testing, Evaluation and Discussion
      1. ABSTRACT
      2. 1.1 TESTING STRATEGY
      3. 1.2 TESTING FACTORS
      4. 1.3 DATA PREPARATION
      5. 1.4 TESTING ENVIRONMENT
      6. 1.5 XCVQ-C AND XCVQ-D TESTING
      7. 1.6 XCVQ-C AND XCVQ-D EVALUATION
      8. 1.7 XCVQ-QP TESTING
      9. 1.8 XCVQ-QP EVALUATION
      10. 1.9 SUMMARY
    6. Chapter 12: Conclusions and Future Work
      1. ABSTRACT
      2. 1.1 CONCLUSION
      3. 1.2 RECOMMENDATIONS
      4. 1.3 FUTURE WORK
      5. APPENDIX-A: XPATH’S EBNF
      6. APPENDIX-B: IMPLEMENTING XCVQ
      7. APPENDIX-C: XML CORPUS AND XPATH BENCHMARK
      8. APPENDIX-D: TESTING RESULTS
      9. APPENDIX-E: XPATH QUERY EVALUATION BENCHMARK
      10. APPENDIX-F: INDEPENDENT TESTING
      11. APPENDIX-G: XML DUMMY ELEMENTS RATIO
  11. Section 3: Automatic Mapping of XML Documents into Relational Database
    1. Chapter 13: Automatic Mapping of XML Documents into Relational Database
      1. ABSTRACT
      2. INTRODUCTION
      3. PROBLEM DEFINITION
      4. RESEARCH AIM
      5. CONTRIBUTIONS
      6. THESIS OUTLINE
      7. CONCLUSION
    2. Chapter 14: Research Background
      1. ABSTRACT
      2. XML MODEL
      3. XML QUERY LANGUAGES
      4. SCHEMA LANGUAGES FOR XML
      5. XML API
      6. XML DOCUMENTS TYPES
      7. THE SIMILARITIES AND DIFFERENCES BETWEEN XML MODEL AND RDB MODEL
      8. CONCLUSION
    3. Chapter 15: State of the Art Technology
      1. ABSTRACT
      2. APPROACHES FOR STORING AND QUERYING XML
      3. COMMERCIAL DBMS XML SOLUTIONS
      4. REBUILDING XML FROM RDB
      5. COMPARISON OF MAPPING APPROACHES
      6. CONCLUSION
    4. Chapter 16: MAXDOR Model
      1. ABSTRACT
      2. MAXDOR THEORY
      3. MAPPING FRAMEWORK
      4. UPDATING XML DOCUMENT CONTENTS
      5. RETRIEVING AND QUERYING XML DATA STORED IN RELATIONAL DATABASE
      6. CONCLUSION
    5. Chapter 17: System Architecture and Implementation
      1. ABSTRACT
      2. SYSTEM ARCHITECTURE AND THE USED TOOLS
      3. SYSTEM IMPLEMENTATION
      4. CASE STUDY
      5. XML DATA SETS USED FOR TESTING THE MODEL
      6. CONCLUSION
  12. Section 4: An Investigation in Multi-Feature Query Language Based Classification in Image Retrieval
    1. Chapter 18: Experiments and their Assessment
      1. ABSTRACT
      2. EXPERIMENT SETUP
      3. TESTING STRATEGIES
      4. THEOREM-6.1:
      5. MODEL ANALYSIS AND COMPARISON
    2. Chapter 19: Conclusions and Further Research
      1. ABSTRACT
      2. CONTRIBUTIONS
      3. ADVANTAGES
      4. RECOMMENDATIONS
      5. DRAWBACKS AND LIMITATIONS
      6. FURTHER RESEARCH
      7. CONCLUSION
      8. Appendix A
    3. Chapter 20: An Investigation in Multi-Feature Query Language Based Classification in Image Retrieval
      1. ABSTRACT
      2. INTRODUCTION
      3. RESEARCH HYPOTHESIS
      4. CONTRIBUTION
      5. ROADMAP
    4. Chapter 21: An Investigation in Multi-Feature Query Language Based Classification in Image Retrieval
      1. ABSTRACT
      2. RELATED WORK
      3. QUERY LANGUAGE
      4. RELEVANCE FEEDBACK IN SEARCH RESULTS
      5. FEATURES AND SIMILARITY MEASURES
      6. ANNOTATION
      7. EVALUATION OF RETRIEVAL SYSTEMS
      8. CATEGORIZATION
      9. PRELIMINARY WORK
    5. Chapter 22: Methods Employed
      1. ABSTRACT
      2. INTRODUCTION
      3. BROWSING
      4. QUERY LANGUAGE
      5. QUERY LANGUAGE REQUIREMENTS
      6. QUERY COMPOSING
      7. CATEGORIZATION
      8. DEFINITIONS
      9. LEARNING ALGORITHM
      10. COMPLEXITY
    6. Chapter 23: Design
      1. ABSTRACT
      2. RETRIEVAL FRAMEWORK DESIGN
    7. Chapter 24: Case Studies
      1. ABSTRACT
      2. INTRODUCTION
      3. FEATURE NORMALIZATION
      4. ESTIMATING THE IMPROVEMENT CAPABILITIES OF DIFFERENT FEATURES
      5. SUPERVISED LEARNING
      6. QUERY DESCRIPTORS
      7. SEMI-SUPERVISED LEARNING
    8. Chapter 25: Conclusion
      1. ABSTRACT
      2. INTRODUCTION
      3. ACHIEVED
      4. FUTURE WORK
  13. Section 5: Business Process in Information Retrieval
    1. Chapter 26: An Overview of Business Process Management
      1. ABSTRACT
      2. 1 INTRODUCTION
      3. 2 RESEARCH ON BUSINESS PROCESS MANAGEMENT
      4. 3 TRENDS IN BPM RESEARCH
    2. Chapter 27: Business Process Modeling
      1. ABSTRACT
      2. 1 INTRODUCTION
      3. 2 BACKGROUND
      4. 3 MEASUREMENT CRITERIA OF BUSINESS PROCESS MODELING METHOD
      5. 4 ANALYSIS OF BUSINESS PROCESS MODELING METHODS
      6. 5 COMPARISON OF BUSINESS PROCESS MODELING
      7. FUTURE RESEARCH DIRECTIONS
      8. CONCLUSION
    3. Chapter 28: Advanced Branching and Synchronization Patterns Description Using Pi-Calculus
      1. ABSTRACT
      2. 1 INTRODUCTION
      3. 2 BACKGROUND
      4. 3 PATTERNS DESCRIPTION
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION
    4. Chapter 29: Modeling Process Exception Handling
      1. ABSTRACT
      2. 1 INTRODUCTION
      3. 2 BACKGROUND
      4. 3 PATTERN REPRESENTATIONS
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION
    5. Chapter 30: A Rule-Based Approach to Model Business Process
      1. ABSTRACT
      2. 1. INTRODUCTION
      3. 2. BACKGROUND
      4. 3. INTRODUCTION TO RULE-BASED PROCESS MODELING
      5. 4. TRANSFORMING METHODS AND APPROACHES
      6. 5. GENERATING PROCESS FROM RULES
      7. FUTURE RESEARCH DIRECTIONS
      8. CONCLUSION
    6. Chapter 31: The Description and Relation of WS-CDL and BPEL
      1. ABSTRACT
      2. 1 INTRODUCTION
      3. 2 BACKGROUND
      4. 3 OVERVIEW OF BPEL AND WS-CDL
      5. 4 THE MAPPING ALGORITHM FROM WS-CDL TO BPEL
      6. 5. USING THIS ALGORITHM TO GENERATE BPEL FROM WS-CDL
      7. FUTURE RESEARCH DIRECTIONS
      8. CONCLUSION
  14. Compilation of References
  15. About the Contributors