Idea Documentation - rnagasai/Leap4.0 GitHub Wiki
CRIMINALITY REPORT
USER STORIES:
As a Police Officer,
I want a software that can predict or calculate the criminality of every person in the city on a scale of 1-10, with lowest 1 representing normal mischief acts and the highest 10 representing the possibility of being or becoming a psychopathic Killer, based on their life report and psychological test report which everyone must take atleast once a year,
so that I can catch the criminals ahead of time based on their criminality factor and admit them to a counsellor to assess if they can be corrected or can be a threat to social order, thereby preventing serious crimes beforehand and decreasing the crime rate due to increase in crime rate in recent years.
SCQ Analysis:
Situation(S):
- Increase in the Crime Rate in Recent Years
- Increase of Victims of the Crimes
- Criminals getting Intelligent through their criminal history and staging "perfect(uncatchable)" crimes
- Innocent people getting caught in place of criminals
Challenge(C):
- Identyfing Criminality Factor of every person with above 97% accuracy
- Getting detailed personal data of every person and their psych evaluation reports
- Getting the Data of every past criminal
- Writing a effective ML Algorithm to calculate Criminality Factor
- Provide Strong Security so that no hacker can manipulate the data to change the reports
Question(Q):
- Is the process cost effective?
- Can accurate data of every person can be collected with accuracy?
- Will people be repulsive of the idea of calculating their Criminality Factor?
- What are the various Algorithms and criminal theories to be studied to write the Most Effective ML Algorithm for Criminality Factor?