Richard M. Reese - Natural Language Processing with Java [2015, PDF/EPUB/MOBI/AZW3, ENG]

Natural Language Processing with Java

Год издания: 2015
Автор: Richard M. Reese
Жанр или тематика: Программирование

Издательство: Packt Publishing
ISBN: 9781784391799
Язык: Английский

Формат: PDF/EPUB/MOBI/AZW3
Качество: Издательский макет или текст (eBook)
Интерактивное оглавление: Да
Количество страниц: 262

Описание: Natural Language Processing (NLP) is an important area of application development and its relevance in addressing contemporary problems will only increase in the future. There has been a significant increase in the demand for natural language-accessible applications supported by NLP tasks.

Natural Language Processing with Java will explore how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. It covers concepts of NLP that even those of you without a background in statistics or natural language processing can understand.

What You Will Learn

- Develop a deep understanding of the basic NLP tasks and how they relate to each other
- Discover and use the available tokenization engines
- Implement techniques for end of sentence detection
- Apply search techniques to find people and things within a document
- Construct solutions to identify parts of speech within sentences
- Use parsers to extract relationships between elements of a document
- Integrate basic tasks to tackle more complex NLP problems