Real-Time Application with Data Mining and Machine Learning
- Title
- Real-Time Application with Data Mining and Machine Learning
- Creator
- Chakraborty S.; Islam S.H.; Samanta D.
- Description
- Data mining and machine learning are the most expressive research and application domain. All real-time application directly or indirectly depends on data mining and machine learning. There are manyrelevantfields, like data analysis in finance,retail, telecommunications sector, analyzing biological data, otherscientific uses, and intrusiondetection.The most expressive research and application domain is data mining and machine learning. Data mining and machine learning are used in all real-time applications, whether directly or indirectly. Data analysis in finance, retail, telecommunications, biological data analysis, extra scientific applications, and intrusion detection are just a few exampleswhere it can be used. Because it captures a lot of data from sales, client purchase histories, product transportation, consumption, and services, DM has a lot of applications in the retail industry. It's only logical that the amount of data collected will continue to climb as the Internet's accessibility, cost, and popularity increase. In the retail industry, DM assists in the detection of customer buying behaviors and trends, resulting in improved customer service and increased customer retention and satisfaction. 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.
- Source
- EAI/Springer Innovations in Communication and Computing, pp. 129-157.
- Date
- 2022-01-01
- Publisher
- Springer Science and Business Media Deutschland GmbH
- Coverage
- Chakraborty S., JIS University, Dum Dum Cantonment, India; Islam S.H., Indian Institute of Information Technology Kalyani, West Bengal, India; Samanta D., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India
- Rights
- Restricted Access
- Relation
- ISSN: 25228595
- Format
- Online
- Language
- English
- Type
- Book chapter
Collection
Citation
Chakraborty S.; Islam S.H.; Samanta D., “Real-Time Application with Data Mining and Machine Learning,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/18684.