Artificial Intelligence and Natural Language Processing is designed for students of computer science and linguistics at graduate and post-graduate levels, who have an interest in Natural Language Processing (NLP). This book balances the theoretical aspects of computer science and linguistics with their applications in NLP, keeping in mind the background of the students from either direction. Theories of linguistics such as phonology, morphology, syntax, semantics and lexicography are covered in the first section of the book. In the second, focus is given to theoretical aspects of computer science including AI, concepts of probability theory and approaches of machine learning. These two parts will provide students with the foundations of the field. The third part discusses the applications/tasks of NLP covering the areas of machine translation (MT) and grammar formalism in an Indian Language scenario, as well as speech processing.
Artificial Intelligence and Natural Language Processing is designed for students of computer science and linguistics at graduate and post-graduate levels, who have an interest in Natural Language Processing (NLP). This book balances the theoretical aspects of computer science and linguistics with their applications in NLP, keeping in mind the background of the students from either direction. Theories of linguistics such as phonology, morphology, syntax, semantics and lexicography are covered in the first section of the book. In the second, focus is given to theoretical aspects of computer science including AI, concepts of probability theory and approaches of machine learning. These two parts will provide students with the foundations of the field. The third part discusses the applications/tasks of NLP covering the areas of machine translation (MT) and grammar formalism in an Indian Language scenario, as well as speech processing.
Auflage
Sprache
Verlagsort
Newcastle upon Tyne
Großbritannien
Zielgruppe
Für höhere Schule und Studium
Editions-Typ
Produkt-Hinweis
Maße
Höhe: 212 mm
Breite: 148 mm
ISBN-13
978-1-5275-0766-1 (9781527507661)
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Schweitzer Klassifikation
Sudhir K Mishra received his PhD in Sanskrit, with specialization in Computational Linguistics, from Jawaharlal Nehru University, India, after obtaining his Master's degree in Sanskrit, with specialization in Philosophy, from the University of Allahabad, India. He has been working with the Applied Artificial Intelligence Group (AAIG), at the Centre for Development of Advanced Computing (C-DAC) as a Senior Technical Officer since 2007, and he has been a member of the expert committee on Linguistic Resources and Language Technology Standards, at the Government of India since 2008. He has three books and fourteen research papers to his credit. His research interests include Sanskrit and Hindi linguistics, Indian language corpora and standards, science and technology in Sanskrit and Hindi texts, computational lexicography, machine translation, e-learning and localization.
Sudhir K Mishra received his PhD in Sanskrit, with specialization in Computational Linguistics, from Jawaharlal Nehru University, India, after obtaining his Master's degree in Sanskrit, with specialization in Philosophy, from the University of Allahabad, India. He has been working with the Applied Artificial Intelligence Group (AAIG), at the Centre for Development of Advanced Computing (C-DAC) as a Senior Technical Officer since 2007, and he has been a member of the expert committee on Linguistic Resources and Language Technology Standards, at the Government of India since 2008. He has three books and fourteen research papers to his credit. His research interests include Sanskrit and Hindi linguistics, Indian language corpora and standards, science and technology in Sanskrit and Hindi texts, computational lexicography, machine translation, e-learning and localization.
