page_title: Trajectory Inc.
section_title: Natural Language Processing and Machine Learning
hierarchical_section_title: Trajectory Inc. / Natural Language Processing and Machine Learning
caption_attribution_description: English: Example of Trajectory Natural Language Processing
context_page_description: Trajectory Inc. is an American technology company that focuses on solving the problems facing the global book publishing market. It was founded by Jim Bryant in 2011 and is headquartered in Marblehead, Massachusetts.
  The company is known for pioneering the development of a series of deep learning algorithms that are used to analyze and recommend books.
context_section_description: In order to improve discoverability for books in publishing and distribution channels, Trajectory uses Natural Language Processing (NLP) and implements “Deep Learning” techniques that were the first of their kind to recommend books based on proprietary algorithms. 
  These algorithms parse the text of the book and categorize data based on certain features like sentiment, parts of speech, genre, and keywords, and match it to the previously processed books in their database to generate suggestions. This content analysis contrasts current recommendation methods used by major companies like Amazon or Netflix that are powered by sales data and user reports. As the Natural Language Processing Engine parses more and more books in English, Chinese, Spanish, and German, the algorithms recommending capabilities improve transliterally.
caption: Trajectory NLP
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