NLP Application: Natural Language Questions and SQL using Computational Linguistics

Cover
Half Title
Title Page
Copyright Page
Table of Contents
Preface
Chapter 1: Introduction
	Basic research framework organization
Chapter 2: Background Study
	NLQ input processing interface, the NLIDB
		Interactive Form-Based Interface [ 16 ]
		Keyword-Based Query Interface [ 17 ]
		NLQ-Based Interface [ 18 ]
	Part Of Speech (POS) recognition
		Linguistic Components Layers
			Syntactic parser (rule-based)
			Semantic parser (rule-based)
			Lexicon
		Intermediate Language Representation Layer
			Annotator
	Disambiguation
	Matcher/Mapper
	SQL template generator
	SQL execution and result
Chapter 3: Literature Review
	Related works
		NLP
		ML Algorithms
		NLQ to SQL Mapping
	Current research work justification
		Authoring Interface-Based Systems [ 131 ]
		Enriching the NLQ/SQL Pair
		Using MLA Algorithms
		Restricted NLQ Input [ 35 ]
		Lambda Calculus [ 7, 112, 114 ]
		Tree Kernels Models [ 29, 47, 78, 100, 126 ]
		Unified Modeling Language (UML) [ 34, 118 ]
		Weighted Links [ 81 ]
	Mapping NLQ tokens into RDB lexica
		NLQ Tokens Extraction
		RDB Lexica Mapping
		RDB Lexica Relationships
		NLP Syntax and Semantics Definition
	Mapping RDB lexica into SQL clauses
		SQL Clauses Mapping
		Complexity vs Performance
		SQL Formation vs SQL Templates
		Intermediate Representations
Chapter 4: Implementation Plan
	NLQ input interface
	POS recognition
	Disambiguation
	Matcher/mapper
		Mapping NLQ Tokens into RDB Elements
		Mapping RDB Lexica into SQL Clauses
	SQL template generator
	SQL execution and result
Chapter 5: Implementation User Case Scenario
	User case scenario
Chapter 6: Implementation Testing and Performance Measurements
	Implementation environment and system description
	DataBase
	Implementation testing and validation
	Performance evaluation measurements
Chapter 7: Implementation Results Discussion
	Implementation limitations
		Mapping Limitations
		SQL Generation Limitations
		General Implementation Limitations
Chapter 8: Conclusion and Future Work
	Conclusion
	Future work
Appendix 1
Appendix 2
Appendix 3
Appendix 4
Appendix 5
Appendix 6
Appendix 7
Appendix 8
Appendix 9
Glossary
References
Index