UID:
almahu_9949386316702882
Umfang:
1 online resource (xviii, 278 pages) :
,
illustrations (some color)
ISBN:
0367808498
,
9781000711691
,
1000711692
,
9781000711318
,
1000711315
,
9781000711509
,
1000711501
,
9780367808495
Inhalt:
"This volume, Natural Language Processing in Artificial Intelligence, focuses on natural language processing (NLP), artificial intelligence (AI), and allied areas. The book delves into natural language processing, which enables communication between people and computers and automatic translation to facilitate easy interaction with others around the world. It discusses theoretical work and advanced applications, approaches, and techniques for computational models of information and how it 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, under specification, 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, explores basic and high level concepts, thus serving as a resource for those in the industry while also helping beginners to understand both basic and advanced aspects, 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. Topics include the process of business intelligence and how this platform is used, the concepts of Information retrieval systems, the neural machine translation (NMT) process, the choice of words and text in natural language processing, embedded traffic control and management systems, a technique for generating ontology by adopting the fruit fly optimization algorithm, POS labeling using the Viterbi algorithm, how natural language processing techniques can be used to prevent phishing attacks, and more. This volume will be a useful and informative resource for faculty, advanced-level students, and professionals in the field of artificial intelligence, natural language processing, and other areas."--
Anmerkung:
A survey on social business intelligence : a case study of application of dynamic social networks for decision making / Subrata Paul, Chandan Koner, and Anirban Mitra -- Critical concepts and techniques for information retrieval system / Mohd Shahid Husain -- Futurity of translation algorithms for neural machine translation (NMT) and its vision / K. Mandal, G.S. Pradeep Ghantasala, Firoz Khan, R. Sathiyaraj, and B. Balamurugan -- Role of machine learning and application towards information retrieval in cloud / Mishra Sambit Kumar, Mishra Brojo Kishore, and Prasad Suman Sourav -- Ontology-based information retrieval and matching in IoT applications / M. Lawanya Shri, E. Ganga Devi, Balamurugan Balusamy, and Jyotir Moy Chatterjee -- Parts-of-speech tagging in NLP : utility, types, and some popular POS taggers / Soumitra Ghosh and Brojo Kishore Mishra -- Text mining / S. Karthikeyan, Jeevanandam Jotheeswaran, B. Balamurugan, and Jyotir Moy Chatterjee -- A brief overview of natural language processing and artificial intelligence / Sushree Bibhuprada B. Priyadarshini, Amiya Bhusan Bagjadab, and Brojo Kishore Mishra -- Use of machine learning and a natural language processing approach for detecting phishing attacks / Chandrakanta Mahanty, Devpriya Panda, and Brojo Kishore Mishra -- Role of computational intelligence in natural language processing / Bishwa Ranjan Das and Brojo Kishore Mishra.
Weitere Ausg.:
Print version: Natural language processing in artificial intelligence. Burlington, ON, Canada ; Palm Bay, Florida, USA : Apple Academic Press, 2020 ISBN 1771888644
Weitere Ausg.:
ISBN 9781771888646
Sprache:
Englisch
Schlagwort(e):
Electronic books.
;
Electronic books.
;
Electronic books
;
Aufsatzsammlung
DOI:
10.1201/9780367808495.
URL:
https://www.taylorfrancis.com/books/9780367808495
Bookmarklink
