Graph Learning and Network Science for Natural Language Processing

7 Ontology and Knowledge Graphs for Natural Language Processing

Jayashree Prasad, Rahesha Mulla, Namrata Naikwade, B. Suresh Kumar, and Suresh Shanmugasundaram

DOI: 10.1201/9781003272649-7

CONTENTS

7.1 Introduction

7.1.1 Ontology

7.1.1.1 The Core Ideas of Ontology

7.2 Natural Language Processing

7.2.1 Dealing with Huge Amounts of Unstructured Data

7.2.2 Structuring Data to Support Intelligent Systems

7.2.3 Challenges with NLP

7.3 Ontology and Knowledge Graphs for NLP

7.3.1 Ontology

7.3.2 Knowledge Graphs

7.4 Ontological Languages

7.5 Conclusion

References

7.1 Introduction

Artificial intelligence (AI) has become an essential part of our lives, being used in healthcare, automobile, banking and finance, education, social media, etc. It uses ...