Location-Based Game Data Validation via Mini-Game Aggregation
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Solution Overview
Problem
Location-based gaming systems face challenges in maintaining accurate and relevant data for virtual world elements linked to real-world landmarks, as user-generated content can be noisy and difficult to manage, making it hard to ensure data accuracy and relevance.
Innovation Solution
Implementing mini-games within the location-based game that require player actions to verify or modify game data, such as confirming landmark locations or voting on landmark relevance, which aggregates player responses to update the game database and improve data accuracy and relevance.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If user-generated content is collected to populate the game database, then the database content becomes more comprehensive and diverse, but the data quality deteriorates due to noise and inaccuracies
Solution Approach 1:
The system implements a feedback mechanism where players can vote on the relevance of landmarks and report inaccuracies. This feedback loop allows the database to self-correct over time, with community input continuously improving data quality while maintaining comprehensive coverage through ongoing user contributions.
Solution Approach 2:
The game system enables players to automatically verify and validate game data through mini-games and landmark verification activities. Players perform self-service validation by confirming landmark locations and relevance, which automatically updates the database without requiring manual administrator intervention, thus maintaining both volume and quality.
2Reliability
If manual editing of database content is performed by system administrators, then data accuracy improves, but the complexity and time required for maintenance increases
Solution Approach 1:
The system transfers the data validation task from administrators to players through mini-games and verification activities. Players automatically perform data verification by confirming landmark locations and relevance, eliminating the need for complex manual administrator editing while maintaining high data accuracy through distributed community validation.
Solution Approach 2:
Players provide continuous feedback through voting mechanisms and accuracy reports, which automatically processes and updates the database. This feedback system replaces manual administrator editing with an automated community-driven validation process, reducing administrative complexity while maintaining data quality.
3Reliability
If filters and pattern matching are applied to remove noise, then data quality improves, but the processing time and computational resources increase
Solution Approach 1:
The system performs preliminary validation by requiring players to complete verification tasks and gather consensus before data is added to the database. This preliminary action prevents noisy data from entering the database in the first place, eliminating the need for subsequent filtering and pattern matching processes, thus maintaining data quality without additional processing time.
Data Source
AI summary
Methods and systems for verifying and/or modifying game data for a location-based game, such as a parallel reality game, are provided. Game data for the location-based game can be verified and/or modified by establishing one or more mini-games to be played within the location-based game. Players can be encouraged to play the mini-game by providing a reward, such as a virtual reward that can be used in the location-based game or by providing another suitable reward. Mini-game data received from a plurality of players of the mini-game can be aggregated and used to update game data for the location-based game. In this manner, game elements, game objectives, and/or game play for all players in the location-based game (even players that do not play in the mini-game) can be adjusted based on the aggregated responses to the mini-game.