Deep Learning Decision Support Model for Police Investigation
- Title
- Deep Learning Decision Support Model for Police Investigation
- Creator
- Devan A.M.; Raghul V.; Dhasmana U.; Rath A.; Jacob L.
- Description
- A police investigation is an exciting task with many complicated processes that may or may not succeed. However, it is the sole duty of a police officer to understand the crime scene, reconstruct the event and predict the criminal with accuracy. There are various methods for interrogations, predictions, and confirmation after identifying a person as a criminal or upon concluding their actions as a criminal act. However, we can see massive growth in crime rates every day. This massive growth rate makes conventional prediction or analysis very strenuous. In such times we can use or take the help of deep learning and machine learning methods for crime analysis and suspect prediction by identifying the data points in a set. This prediction methodology is known as intelligence analysis which simulates the dataset to draw a connection or pattern collectively from millions of data points to identify the instigator and linkman. This chapter will summarize the uses of deep learning and artificial intelligence in a decision support model for police investigation. 2024 selection and editorial matter, S. Vijayalakshmi, P. Durgadevi, Lija Jacob, Balamurugan Balusamy, and Parma Nand; individual chapters, the contributors.
- Source
- Artificial Intelligence for Cyber Defense and Smart Policing, pp. 76-90.
- Date
- 2024-01-01
- Publisher
- CRC Press
- Coverage
- Devan A.M., Department of Data Science, Christ University, Pune, Lavasa, India; Raghul V., Department of Data Science, Christ University, Pune, Lavasa, India; Dhasmana U., Department of Data Science, Christ University, Pune, Lavasa, India; Rath A., Department of Data Science, Christ University, Pune, Lavasa, India; Jacob L., Department of Data Science, Christ University, Pune, Lavasa, India
- Rights
- Restricted Access
- Relation
- ISBN: 978-100381553-2; 978-103217093-0
- Format
- Online
- Language
- English
- Type
- Book chapter
Collection
Citation
Devan A.M.; Raghul V.; Dhasmana U.; Rath A.; Jacob L., “Deep Learning Decision Support Model for Police Investigation,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 23, 2025, https://archives.christuniversity.in/items/show/18123.