Natural Language Processing on Diverse Data Layers through Microservice Architecture
- Title
- Natural Language Processing on Diverse Data Layers through Microservice Architecture
- Creator
- Bhagat V.; Bastin Robins J.
- Description
- With the rapid growth in Natural Language Processing (NLP), all types of industries find a need for analyzing a massive amount of data. Sentiment analysis is becoming a more exciting area for the businessmen and researchers in Text mining NLP. This process includes the calculation of various sentiments with the help of text mining. Supplementary to this, the world is connected through Information Technology and, businesses are moving toward the next step of the development to make their system more intelligent. Microservices have fulfilled the need for development platforms which help the developers to use various development tools (Languages and applications) efficiently. With the consideration of data analysis for business growth, data security becomes a major concern in front of developers. This paper gives a solution to keep the data secured by providing required access to data scientists without disturbing the base system software. This paper has discussed data storage and exchange policies of microservices through common JavaScript Object Notation (JSON) response which performs the sentiment analysis of customer's data fetched from various microservices through secured APIs. 2020 IEEE.
- Source
- 2020 IEEE International Conference for Innovation in Technology, INOCON 2020
- Date
- 2020-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Distributed NLP; Microservices; Sentiment Analysis; Serverless API; Text Mining
- Coverage
- Bhagat V., Christ Deemed to Be University, Department of Data Science, Pune, India; Bastin Robins J., CleverInsight, Bangalore, India
- Rights
- Restricted Access
- Relation
- ISBN: 978-172819744-9
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Bhagat V.; Bastin Robins J., “Natural Language Processing on Diverse Data Layers through Microservice Architecture,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/20660.