Gamified Data Mining System for Online Game Interaction Analysis
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Solution Overview
Problem
Current data mining techniques primarily focus on physical and electronic transactions, lacking the ability to effectively extract insights from online game interactions, which could provide valuable market intelligence and customer behavior data.
Innovation Solution
A system and method are introduced to incorporate data mining mechanisms into online games executed on third-party platforms, where users are presented with surveys related to items, and their input data is collected and stored to be incorporated back into the game, allowing for interaction and analysis of user opinions and preferences.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If data mining is applied to traditional physical and electronic transactions, then market intelligence and customer behavior insights are obtained, but the system cannot effectively extract insights from online game interactions
Solution Approach 1:
The data mining system is extended to handle multiple data sources including both traditional transaction data and online game interaction data. The system incorporates game-specific data structures and analysis methods, enabling it to process diverse data types (transaction records, game logs, user interactions) through a unified framework, thereby achieving versatility across different domains while preventing information loss from any single source
2Loss of information
If surveys are integrated into online games to collect user data, then valuable market intelligence is gathered, but user experience and game engagement may be compromised
Solution Approach 1:
The survey data collection mechanism is merged with the game's existing user interaction framework. Instead of separate survey interruptions, the system integrates opinion collection into natural game activities such as item descriptions, player profiles, and in-game communications. This combination allows continuous data gathering about user preferences and behaviors without disrupting the seamless flow of gameplay, maintaining both information collection effectiveness and user experience quality
Data Source
AI summary
A data mining system and method retrieve data related to an item from a database. A survey is generated for presentation in a game. The survey includes the retrieved item data and solicits from a user input data pertaining to the retrieved item data. The input data is received from the survey and stored in a database with the item data. The input data is transmitted to the game and incorporated into the game such that the user interacts with the input data as part of playing the game.