Automated File Management via Interaction Prediction
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Solution Overview
Problem
Existing file management systems require manual interaction or scripts to manage multiple files, lacking the ability to automatically identify and perform actions on similar files, leading to inefficiencies in tasks like editing, backing up, or deleting files.
Innovation Solution
A computer-implemented method that monitors user interactions with files, generates tracking attributes and prediction vectors, and automatically performs operations on files with similar attributes, allowing for automated file management without user intervention.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If manual interaction or scripts are used to manage multiple files, then file management operations can be performed, but user efficiency is reduced and manual effort is increased
Solution Approach 1:
The system automatically performs file management operations by monitoring user interactions with files and autonomously identifying and managing similar files without requiring user intervention or manual scripting
Solution Approach 2:
The system monitors user interactions with files and uses this feedback to generate prediction vectors that correlate with file attributes, enabling the system to learn and improve its automated file management capabilities over time
2Productivity
If automated file management is implemented, then user efficiency is improved and manual effort is reduced, but system complexity increases
Solution Approach 1:
The patent replaces manual mechanical file management operations with an automated computer-based system that uses machine learning algorithms to monitor, analyze, and perform file management tasks automatically
Solution Approach 2:
The system transforms file management from manual parameter-based operations to automated operations using prediction vectors and correlation analysis of file attributes, changing the fundamental parameters of how file management is executed
Data Source
AI summary
A computer-implemented method, computer program product and computer system to automatically perform file management operations is provided. A processor identifies a plurality of files to monitor. A processor generates tracking attributes for the plurality of files. A processor monitors user interactions with the plurality of files. A processor generates prediction vectors for a plurality of file interactions based on the user interactions with the plurality of files. A processor determines at least one file in the plurality of files with tracking attributes that correlate with at least one prediction vector. A processor performs an operation on the at least one file that corresponds with the at least one prediction vector.