This volume focuses on natural language processing, artificial intelligence, and allied areas. Natural language processing enables communication between people and computers and automatic translation to facilitate easy interaction with others around the world. This book discusses theoretical work and advanced applications, approaches, and techniques for computational models of information and how it is presented by language (artificial, human, or natural) in other ways. It looks at intelligent natural language processing and related models of thought, mental states, reasoning, and other cognitive processes. It explores the difficult problems and challenges related to partiality, underspecification, and context-dependency, which are signature features of information in nature and natural languages.

Key features:

  • Addresses the functional frameworks and workflow that are trending in NLP and AI
  • Looks at the latest technologies and the major challenges, issues, and advances in NLP and AI
  • Explores an intelligent field monitoring and automated system through AI with NLP and its implications for the real world
  • Discusses data acquisition and presents a real-time case study with illustrations related to data-intensive technologies in AI and NLP.

chapter Chapter 1|27 pages

A Survey on Social Business Intelligence: A Case Study of Application of Dynamic Social Networks for Decision Making

BySubrata Paul, Chandan Koner, Anirban Mitra

chapter Chapter 2|23 pages

Critical Concepts and Techniques for Information Retrieval System

ByMohd Shahid Husain

chapter Chapter 3|43 pages

Futurity of Translation Algorithms for Neural Machine Translation (NMT) and Its Vision

ByK. Mandal, G. S. Pradeep Ghantasala, Firoz Khan, R. Sathiyaraj, B. Balamurugan

chapter Chapter 4|15 pages

Role of Machine Learning and Application Towards Information Retrieval in Cloud

BySambit Kumar Mishra, Brojo Kishore Mishra, Suman Sourav Prasad

chapter Chapter 5|18 pages

Ontology-Based Information Retrieval and Matching in IoT Applications

ByM. Lawanya Shri, E. Ganga Devi, Balamurugan Balusamy, Jyotir Moy Chatterjee

chapter Chapter 6|35 pages

Parts-of-Speech Tagging in NLP: Utility, Types, and Some Popular POS Taggers

BySoumitra Ghosh, Brojo Kishore Mishra

chapter Chapter 7|44 pages

Text Mining

ByS. Karthikeyan, Jeevanandam Jotheeswaran, B. Balamurugan, Jyotir Moy Chatterjee

chapter Chapter 8|14 pages

A Brief Overview of Natural Language Processing and Artificial Intelligence

BySushree Bibhuprada B. Priyadarshini, Amiya Bhusan Bagjadab, Brojo Kishore Mishra

chapter Chapter 9|27 pages

Use of Machine Learning and a Natural Language Processing Approach for Detecting Phishing Attacks

ByChandrakanta Mahanty, Devpriya Panda, Brojo Kishore Mishra

chapter Chapter 10|15 pages

Role of Computational Intelligence in Natural Language Processing

ByBishwa Ranjan Das, Brojo Kishore Mishra