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Information Retrieval Methods for Multidisciplinary Applications

Book Description

The internet provides a vast amount of data which can be utilized to explore different approaches to solving industry problems. Efficient methods for the retrieval of this information are essential for streamlined business processes. Information Retrieval Methods for Multidisciplinary Applications provides innovative research on information gathering, web data mining, and automation systems. Addressing multidisciplinary applications and focusing on theories and methods with an enterprise-wide perspective, this book is essential for information engineers, scientists, and related professionals.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Associate Editors and List of Reviewers
    1. Associate Editors
    2. List of Reviewers
  5. Preface
    1. AN OVERVIEW OF THE SUBJECT MATTER
    2. THE TARGET AUDIENCE
    3. THE IMPORTANCE OF EACH OF THE CHAPTER
    4. CONCLUSION
  6. Chapter 1: XKFilter
    1. ABSTRACT
    2. INTRODUCTION
    3. METHOD
    4. THE OVERVIEW OF SYSTEM ARCHITECTURE
    5. RESULTS
    6. DISCUSSION
  7. Chapter 2: On the Design and Implementation of Interactive XML Applications
    1. ABSTRACT
    2. INTRODUCTION
    3. WHAT IS XML-I
    4. SMS APPLICATION: DRUG TRIAL PRESCREENING
    5. WEB APPLICATION: LEARNING TREES
    6. INTEGRATED SMS/WEB APPLICATION
    7. DESIGN AND IMPLEMENTATION ISSUES
    8. CONCLUSION AND FUTURE WORK
  8. Chapter 3: A Roadmap to Integrate Document Clustering in Information Retrieval
    1. ABSTRACT
    2. INTRODUCTION
    3. RELATED WORKS
    4. NOVEL DOCUMENT CLUSTERING
    5. CONCLUSION
  9. Chapter 4: Query Recommendation for Improving Search Engine Results
    1. ABSTRACT
    2. INTRODUCTION
    3. RELATED WORK
    4. DESCRIPTION OF THE METHOD
    5. QUERY RECOMMENDING ALGORITHM
    6. EXPERIMENTAL RESULTS
    7. CONCLUSION AND FUTURE WORK
  10. Chapter 5: XML Documents Normalization Using GN-DTD
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. BACKGROUND
    4. 3. NORMAL FORM FOR GN-DTD
    5. 4. TRANSFORMATION FORM UN-NORMAL FORM GN-DTD TO THE NORMAL FORM GN-DTD
    6. 5. CASE STUDY
    7. 6. COMPARISONS WITH RELATED WORK
    8. 7. DISCUSSION
    9. 8. CONCLUSION AND FUTURE WORK
  11. Chapter 6: Mining Product Reviews in Web Forums
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. RELATED WORK
    4. 3. OPINION MINING
    5. 4. PROPOSED SOLUTION
    6. 5. EXPERIMENTS AND DISCUSSION
    7. 6. CONCLUSION & FUTURE WORK
  12. Chapter 7: Schema Independent XML Compressor
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. RELATED WORKS
    4. 3. XMLCQ ARCHITECTURE
    5. 4. IMPLEMENTATION
    6. 5. TESTING AND EVALUATION
    7. 6. CONCLUSIONS AND FUTURE WORK
  13. Chapter 8: Determination of Algorithms Making Balance Between Accuracy and Comprehensibility in Churn Prediction Setting
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. CHURN PREDICTION: A LITERATURE REVIEW
    4. 3. METHODS
    5. 4. EVALUATING THE PERFORMANCE OF MODELS
    6. 5. EMPIRICAL ANALYSIS
    7. 6. CONCLUSION
  14. Chapter 9: Virtual Community of Practice Ontocop
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. BACKGROUND
    4. 3. RESEARCH APPROACH
    5. 4. RESULTS
    6. 6. ANALYSIS AND DISSECTION
    7. 7. CONCLUSION AND FUTURE WORK
  15. Chapter 10: Improved Parameterless K-Means
    1. ABSTRACT
    2. INTRODUCTION
    3. RELATED WORK
    4. EXPERIMENT AND RESULT
    5. CONCLUSION
    6. FUTURE WORK
  16. Chapter 11: Ranking Tagged Resources Using Social Semantic Relevance
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. RELATED WORK
    4. 3. SOCIAL SEMANTIC RANKING OF TAGGED WEB RESOURCE: A PROPOSED APPROACH
    5. 4. EXPERIMENTAL STUDY
    6. 5. CONCLUSION
  17. Chapter 12: Model of E-Reading Process for E-School Book in Libya
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. RELATED WORKS
    4. 3. READING DEFINITION
    5. 4. READING PROCESS THROUGH E-TEXT
    6. 5. COMPARISON BETWEEN READING ONLINE AND FROM PAPER
    7. 6. FOLLOW-UP SURVEY
    8. 7. DATASET ANALYSIS
    9. 8. DISCUSSION
    10. 9. CONCLUSION
    11. FURTHER WORK
  18. Chapter 13: The Effect of Stemming on Arabic Text Classification
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. RELATED WORK
    4. 3. METHODOLOGY AND APPROACHES
    5. 4. CONCLUSION
  19. Chapter 14: Biometrics
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. MATERIALS AND METHODS
    4. 3. REVIEW OF LITERATURE
    5. 4. OBJECTIVES OF THE STUDY
    6. 5. RESULTS AND DISCUSSION
    7. 6. MAJOR FINDINGS
    8. 7. SUGGESTIONS
    9. 8. CONCLUSION
  20. Chapter 15: MapReduce Based Information Retrieval Algorithms for Efficient Ranking of Webpages
    1. ABSTRACT
    2. 1. INTRODUCTION
    3. 2. BACKGROUND AND RELATED WORK
    4. 3. CONTRIBUTION
    5. 4. ARCHITECTURE
    6. 5. ALGORITHMS
    7. 6. EXAMPLE
    8. 7. EXPERIMENTAL RESULTS
    9. 8. CONCLUSION
  21. Chapter 16: SAR
    1. ABSTRACT
    2. INTRODUCTION
    3. SOFT-SET THEORY
    4. SUPPORT ATTRIBUTE REPRESENTATIVE
    5. EXPERIMENTAL RESULTS
    6. PERFORMANCE ANALYSIS
    7. CONCLUSION
  22. Chapter 17: XRecursive
    1. ABSTRACT
    2. INTRODUCTION
    3. RELATED WORK
    4. THE PROPOSED METHOD
    5. ANALYSIS OF EXPERIMENT
    6. CONCLUSION
  23. Compilation of References
  24. About the Contributors