Video Game Help Session Triggers From Gameplay Disengagement
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Solution Overview
Problem
Video game players often face difficulties in overcoming challenging in-game situations and must seek external help, which can be time-consuming and disruptive to their gaming experience.
Innovation Solution
Implementing a system that analyzes prior gameplay data to detect help session triggering conditions, such as frustrating scenarios or disengagement patterns, and automatically initiates a help session when these conditions are met, using machine learning models like neural networks and generative models to provide assistance.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If players seek external help through online forums or videos, then they can overcome difficult gaming situations, but it is time-consuming and disruptive to the gaming experience
Solution Approach 1:
The patent introduces an intermediary system (the help session platform) that connects players needing help with expert players or AI assistants. This intermediary automates the matching process, allowing players to quickly connect with appropriate help sources without manually searching forums or videos, thus reducing time loss while maintaining reliable problem-solving capability
Solution Approach 2:
The system performs preliminary actions by pre-identifying difficult gaming situations through telemetry data analysis and pre-matching players with appropriate help sources before the player actually needs help. This allows the help session to be initiated seamlessly when the triggering condition is detected, eliminating the time players would otherwise spend searching for help
2Ease of operation
If manual help seeking is used, then players can get assistance, but it requires active player initiation and external interruptions
Solution Approach 1:
The system implements self-service by automatically detecting when a player is experiencing difficulty through telemetry data analysis and autonomously initiating help sessions without requiring player action. The system serves itself by identifying help needs and connecting players with appropriate resources, making help seeking as easy as continuing to play while maintaining minimal complexity through automated processes
3Productivity
If automated detection systems are implemented, then help can be provided timely without player initiation, but system complexity increases
Solution Approach 1:
The patent replaces complex mechanical detection systems with data-driven telemetry analysis. Instead of using sophisticated sensors or detection hardware, the system substitutes a simpler computational approach that analyzes existing gameplay data streams to identify difficult situations, achieving fast automated detection while minimizing system complexity through software-based pattern recognition
Data Source
AI summary
The disclosed concepts relate to automatically identifying conditions in a video game to trigger a help session. When a help session is triggered, another video game player or machine learning model can temporarily take over for the current video game player until an ending condition is reached. Help session triggering can be designated by evaluation of prior gameplay data of other video game players to identify in-game conditions that may tend to cause user disengagement, such as in-game conditions that are associated with difficult in-game goals or negative in-game consequences.