Virtual Universe Market Segmentation Analysis
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Solution Overview
Problem
Current methods lack effective tools for market segmentation analysis in virtual universe environments, which are crucial for understanding user behavior and preferences to tailor products and services effectively.
Innovation Solution
A computer system that collects and analyzes data on avatars' interactions, time spent, and activities within virtual universes, allowing for market segmentation based on time and money spent, as well as social and business activities, while obtaining user consent and offering rewards for participation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If market segmentation analysis is performed on virtual universe data, then understanding of user behavior and preferences is improved, but complexity of data collection and processing increases
Solution Approach 1:
The patent segments virtual universe data into distinct categories including user demographics, avatar characteristics, activity types, time spent, and monetary spending. This segmentation allows the system to analyze specific user segments separately, improving behavioral understanding without overwhelming the system with undifferentiated data. The segmentation is implemented through structured data collection templates and analysis frameworks that divide the virtual universe population into manageable segments for targeted analysis.
2Measurement precision
If comprehensive virtual universe data is collected, then precision of market segmentation is improved, but user privacy concerns increase
Solution Approach 1:
The patent introduces an intermediary data collection layer that processes virtual universe data through controlled interfaces. Rather than directly accessing raw user data, the system uses intermediary structures including data aggregation layers, anonymization protocols, and consent-based collection mechanisms. This intermediary approach allows comprehensive data collection for precise segmentation while maintaining user privacy through controlled data access and processing procedures.
3Measurement precision
If multiple segmentation criteria are applied, then accuracy of user profiling is improved, but computational resources required increase
Solution Approach 1:
The patent implements partial action by applying segmentation criteria selectively rather than uniformly to all users. The system identifies and applies the most relevant segmentation criteria based on the specific analysis objectives and user segment characteristics. For example, certain segments may be analyzed using detailed multi-criteria segmentation while others use simplified criteria, reducing overall computational energy requirements while maintaining profiling accuracy where most needed.
Data Source
AI summary
A computer system for market segmentation analysis includes program instructions to be executed. The program instructions are configured to collect virtual universe data about avatars, entities, and objects in a virtual universe. The program instructions are configured to perform a market segmentation analysis on the virtual universe data, wherein the market segmentation analysis comprises a first segmentation across multiple segments of the avatars that is based on an amount of time and an amount of money spent in the virtual universe. The market segmentation analysis further comprises a second segmentation across multiple segments of the avatars that is based on whether activity of the avatars includes social activity and business activity in the virtual universe relative to a time of day. The program instructions are configured to receive, from users, consent allowing collection of the virtual universe data and to present a reward to the users for giving the consent.