Ontology-based Natural Language Processing

02 Jun 2023 Balmiki Mandal 0 AI/ML

Ontology-based Natural Language Processing (NLP) is a field of computer science that combines the use of NLP techniques and a domain ontology to automatically extract and transfer data from text sources to database.

A domain ontology is a formal representation of the concepts and relationships that exist in a particular domain. It can be used to provide a common understanding of the domain to both humans and computers.

NLP techniques can be used to extract information from text, such as entities, relationships, and events. This information can then be transferred to a database for further processing or analysis.

Ontology-based NLP has been shown to be effective and promising for a variety of applications, such as:

  • Enriching environmental exposure databases
  • Extracting information from scientific articles
  • Building intelligent chatbots
  • Providing personalized recommendations

Ontology-based NLP is a rapidly growing field with many potential applications. As the field continues to develop, we can expect to see even more innovative and effective uses of this technology.

BY: Balmiki Mandal

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