Natural Language Processing
- Length: 434 pages
- Edition: 1
- Language: English
- Publisher: Arcler Press
- Publication Date: 2020-11-01
- ISBN-10: 1774077760
- ISBN-13: 9781774077764
- Sales Rank: #0 (See Top 100 Books)
This edition covers different topics from natural language processing, including natural language processing in IT / web systems, semantics in natural language processing, mathematical algorithms in natural language processing, and natural language in mobile systems. Section 1 focuses on natural language processing in IT and web systems, describing semantic analysis of natural language queries for an object oriented database; communication mediated through natural language generation in big data environments; web semantic and ontology; and understanding creative language in tweets. Section 2 focuses on semantics in natural language processing, describing resolving topic-focus ambiguities in natural language; semantic interoperability in e-health for improved healthcare; computational context modeling framework – an ontological approach to develop context-aware web applications; and three types of episodic associations for the semantic/syntactic/episodic model of language prospective in applications to the statistical translation. Section 3 focuses on mathematical algorithms in natural language processing, describing bridging between natural language and mathematical language in solving problems in mathematics; Spanish language grammatical context―acknowledging specific language characteristics; shallow parsing approach to natural language queries of a database; comparative study to understanding about poetics based on natural language processing; computers and language learning. Section 4 focuses on natural language in mobile systems, describing automatic approach of sentiment lexicon generation for mobile shopping reviews; sentence-level neural network models for multiple-choice reading comprehension tasks; bibliometric review of natural language processing empowered mobile computing; mobile-based question-answering and early warning system for assisting diabetes management; research on new English mobile teaching mode under the impact of mobile internet age.
Cover Copyright DECLARATION ABOUT THE EDITOR TABLE OF CONTENTS List of Contributors List of Abbreviations Preface Section 1 Natural Language Processing in IT and web systems Chapter 1 Semantic Analysis of Natural Language Queries for an Object Oriented Database Abstract Introduction Natural Language Database Query Semantic Validation Example Of Query’s Validation Experimental Results Conclusions References Chapter 2 Communication Mediated through Natural Language Generation in Big Data Environments: The Case of Nomao Abstract Introduction Research issues Theoretical and methodological framework Data, equipment and method Results Conclusions References Chapter 3 Web Semantic and Ontology Abstract What Do We Represent In An Ontology? The Web Ontology Language Owl Ontology Language Processors Conclusion References Chapter 4 Towards Understanding Creative Language in Tweets Abstract Introduction Task Description Model Description Experiments and Results Results Analysis Conclusions Conflicts Of Interest References Section 2 Natural Language Processing in IT and Web Systems Chapter 5 Resolving Topic-Focus Ambiguities in Natural Language Introduction Russell vs. Strawson On Definite Descriptions Foundations of Til Definite Descriptions: Strawsonian Or Russellian? Topic-Focus Ambivalence In General Conclusion Acknowledgments References Chapter 6 Semantic Interoperability in E-Health for Improved Healthcare Introduction Semantic Electronic Medical Record (SEMR) System as SAAS Service Model Conclusion Acknowledgments References Chapter 7 CCMF, Computational Context Modeling Framework – An Ontological Approach to Develop Context-Aware Web Applications Introduction Related Works Case Studies Conclusion and Future Work References Chapter 8 Three Types of Episodic Associations for the Semantic/ Syntactic/Episodic Model of Language Prospective in Applications to the Statistical Translation Abstract Introduction The Brief Semantic/Syntactic/Episodic Model Of Language Three Principles For Machine Translation Derived From The Semantic/Syntactic/Episodic Neurolinguistics Behavioral Classification Of Living/Natural Words Sentential/Paragraphic Categorization Collection Of Frequent Word-Pairs Word Episodic Symbolization For Computer Applications Discussions Conclusion Highlights Conflict Of Interest Acknowledgments References Section 3 Mathematical Algorithms and Natural Language Chapter 9 Language and Mathematics: Bridging between Natural Language and Mathematical Language in Solving Problems in Mathematics Abstract Natural Language And Mathematical Language Differences Between Natural Language And Mathematical Language Translating From Natural Language To Mathematical Language In Mathematical Word Problems Towards Bridging Between Natural Language And Mathematical Language Instruction Model For The Solution Of Mathematical Word Problems Application Of The Teaching And Learning Model Conclusion References Chapter 10 Spanish Language Grammatical Context— Acknowledging Specific Language Characteristics Abstract Introduction Learning Language Retention Grammar Patterns-Nouns Object/Thing/Place Grammar Patterns-Singular/Plural-Nouns Grammar Patterns-Definite And Indefinite Articles Grammar Patterns-Adjectives Adjectives-Outstanding-Note Grammar Patterns-Agreement And Words-Order Communication-Insights Methodology-Schemes Communicative Competence Approach Objective Of The Research Results And Discussion Conclusion Acknowledgements Funding Conflicts Of Interest References Additional Biography Chapter 11 A Shallow Parsing Approach to Natural Language Queries of a Database Abstract Introduction Football Events Data Proposed Configuration Conversion Steps Training The Model Evaluation Conclusions Appendix A Appendix B References Chapter 12 A Comparative Study to Understanding about Poetics Based on Natural Language Processing Abstract Introduction Materials And Method Results Discussion Conclusion References Chapter 13 Computers And Language Learning Abstract Introduction LISP Recovering From Blind Alleys Assessment Conclusion References Section 4 Natural Language Processing in Mobile Computing Chapter 14 Automatic Approach of Sentiment Lexicon Generation for Mobile Shopping Reviews Abstract Introduction Related Work Methods Experiments Conclusions Data Availability Conflicts Of Interest Acknowledgments References Chapter 15 Using Sentence-Level Neural Network Models for Multiple-Choice Reading Comprehension Tasks Abstract Introduction Chinese Reading Comprehension Datasets Related Work Sentence-Level Neural Network Reader Experiments Conclusion Data Availability Conflicts Of Interest Acknowledgments References Chapter 16 A Bibliometric Review of Natural Language Processing Empowered Mobile Computing Abstract Introduction Methods And Materials Results Discussions Conclusions Disclosure Acknowledgments References Chapter 17 A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management Abstract Introduction Related Work Methods And Materials Results Conclusions References Chapter 18 Research on New English Mobile Teaching Mode under the Impact of Mobile Internet Age Abstract Introduction Overview Of Mobile Learning New English Teaching Mode Under The Background Of Mobile Internet The Development Trend Of Mobile Learning In Future Education Conclusion References Index Back Cover
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