Machine Learning Implimentation For Predicting Employees Performance And Enhancing There Performnace By Poping Up Random Messages According To There Performance Graph.
Its My Own Idea With Following Logic.
LOGIC:
Who ever work on the computer, most of the actions has been done using Keyboard or mouse. The frequency of keyboard and mouse usage can be utilize for predicting the employee performance as well mindset. Employee performance can be enhanced or monitored by using its keyboard/mouse usage frequency data and providing random messages and monitoring is it affecting employee performance or not. Always next messages will be shown , depending on the basic of reacion to last messages and keyboard/mouse usage data.
BACKEND:
Python 3 Pandas Scikit Learn Msg Pack [For fast dataloading and uploading]
IMPLIMENTATION:
Every Minute data is getting collected : [Total keys pressed/released count, Which keys are pressed/Released , Mouse moved cound and its coordinate] Total count of all the process has been saved and loaded using "msg-pack" and "Pandas module". Data has been saved in "EmployeeData.msg" with respective everyminute. Implimentation of "Prediction of performance" is under development....