Enhanced Automated Controller Configuration Recommendation System
Legal Citation
Summary of the Inventive Concept
A novel system that leverages machine learning, real-time analysis, and social network integration to provide personalized and adaptive controller settings, enhancing user experience and performance.
Background and Problem Solved
The original patent, 'Automated controller configuration recommendation system', addressed the limitation of generic controller settings for users. However, it had inherent limitations, such as lack of real-time adaptation, limited data sources, and static assignment of controller settings. The new inventive concept solves these limitations by incorporating machine learning, real-time analysis, and social network integration to provide a more personalized and efficient controller configuration recommendation system.
Detailed Description of the Inventive Concept
The Enhanced Automated Controller Configuration Recommendation System utilizes machine learning algorithms to analyze user behavior and adapt controller settings in real-time. This is achieved through the integration of telemetry data, user performance metrics, and social network information. The system dynamically adjusts controller assignments based on the user's current game state, providing optimal performance. Additionally, the system incorporates natural language processing to receive voice commands from the user, allowing for seamless customization. The system's ability to analyze historical gameplay data and identify trends and patterns enables it to provide personalized controller settings, further enhancing the user experience.
Novelty and Inventive Step
The new inventive concept introduces several novel features, including the use of machine learning for real-time adaptation, integration with social networks, and natural language processing for voice commands. These features, combined with the dynamic adjustment of controller assignments and analysis of historical gameplay data, provide a non-obvious and innovative solution to the limitations of the original patent.
Alternative Embodiments and Variations
Alternative embodiments of the Enhanced Automated Controller Configuration Recommendation System could include the use of other data sources, such as biometric sensors or eye-tracking technology, to further personalize controller settings. Additionally, the system could be adapted for use in other industries, such as simulation training or accessibility applications.
Potential Commercial Applications and Market
The Enhanced Automated Controller Configuration Recommendation System has significant commercial potential in the gaming industry, particularly in the areas of esports and cloud gaming. Additionally, the system's adaptability and personalization capabilities make it an attractive solution for industries such as simulation training and accessibility applications.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A63 | A63F13/23 |
| A | A63 | A63F13/22 |
| A | A63 | A63F13/42 |
| G | G06 | G06N20/00 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Human-computer interaction, specifically controller configuration systems for interactive software, with expertise in machine learning, telemetry analysis, and user interface optimization across gaming and simulation platforms
Person of Ordinary Skill (PHOSITA) Profile
A software engineer with 3-5 years experience in user experience design, machine learning applications, and interactive system configuration, familiar with adaptive interface technologies and data-driven personalization techniques
Obviousness Rationale
A person of ordinary skill would recognize that the PTD's machine learning and real-time adaptation techniques are logical extensions of the source patent's core controller configuration recommendation framework. The additional features like social network integration and voice command processing represent predictable technological improvements using standard techniques in human-computer interaction. The fundamental goal of optimizing user experience remains consistent between the source patent and the PTD, with the variations representing incremental rather than transformative innovations.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,868 |
|---|---|
| Title | Automated controller configuration recommendation system |
| Assignee(s) | Electronic Arts Inc. |