The approach can be converted to a supervised learning problem by having historically identified correct matchs
- Sensor count to activity count ratio
- No of days common in observation
- No of acitivity count per time bucket in sensor and activity log
- Proportion of activity count in time buckets
- Proportion of activity type distribution on all activity types in sensor and activity logs
- Ratio of each activity count in user log and sensor log