Just-in-Time Reputation Score Calculation

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Solution Overview

Problem

Current systems for user-generated content communities struggle to dynamically assess content quality in real-time, leading to static reputation scores and inadequate feedback to users, which can result in inappropriate content being submitted and failing to reflect community standards effectively.

Innovation Solution

A system that calculates a just-in-time reputation score by analyzing user-generated content against community rules, either explicitly defined or implicitly learned, and provides users with feedback and modification options to improve content quality before submission.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Stability of the object's composition

If a static reputation score based on average previous content ranking is used, then the user's overall ranking remains stable over time, but the reputation score fails to dynamically reflect the quality of individual new content submissions

Engineering Contradiction:

Improvestability of user reputationVSAvoidprecision of content quality assessment

Core Design Contradiction:

Stability of the object's compositionVSMeasurement precision

Solution Approach 1:

The patent transforms the static reputation score into a dynamic just-in-time reputation score that is calculated at the moment of content submission. This dynamic score reflects both the user's historical performance and the specific quality of the current content being submitted, allowing the system to adapt to changing content quality while maintaining temporal stability through controlled update frequency.

Inventive Principle:

Principle #15Dynamics

Solution Approach 2:

The system performs preliminary analysis of content quality metrics before final submission by calculating the just-in-time reputation score in advance. This preliminary assessment allows users to understand how their content will be evaluated before it becomes part of their permanent reputation record, enabling them to improve content quality proactively.

Inventive Principle:

Principle #10Preliminary action

2Productivity

If users are allowed to submit content without real-time feedback, then the submission process is simple and fast, but users cannot identify and rectify deficiencies in their content before submission

Engineering Contradiction:

Improvespeed of content submissionVSAvoidease of content quality improvement

Core Design Contradiction:

ProductivityVSEase of operation

Solution Approach 1:

The patent implements a feedback mechanism that provides users with their just-in-time reputation score and specific guidance on content deficiencies before final submission. This feedback loop allows users to understand what improvements are needed while maintaining a streamlined submission process through automated analysis and clear, actionable recommendations.

Inventive Principle:

Principle #23Feedback

3Manufacturing precision

If community rules are explicitly defined and enforced, then content quality can be improved through intelligent ranking, but the system complexity increases due to rule analysis and calculation requirements

Engineering Contradiction:

Improveprecision of content quality assessmentVSAvoidcomplexity of reputation calculation system

Core Design Contradiction:

Manufacturing precisionVSDevice complexity

Solution Approach 1:

The system employs automated rule analysis and just-in-time reputation score calculation that operates independently without requiring manual intervention. The community rules are programmatically enforced through self-service mechanisms that automatically assess content against defined criteria, reducing the need for complex manual moderation while maintaining high assessment precision.

Inventive Principle:

Principle #25Self-service

4Reliability

If a user spends considerable time accumulating good reputation, then the user has favorable standing in the community, but the user may subsequently expend this goodwill on a small number of transgressive acts

Engineering Contradiction:

Improvereliability of user reputationVSAvoidduration of reputation accumulation

Core Design Contradiction:

ReliabilityVSDuration of action of moving object

Solution Approach 1:

The patent implements periodic recalculation of the just-in-time reputation score at each content submission moment, creating regular assessment intervals that prevent long periods of unmonitored reputation expenditure. This periodic action ensures that users cannot accumulate transgressive acts over extended periods without detection, while still allowing legitimate reputation building through consistent quality contributions.

Inventive Principle:

Principle #19Periodic action

Data Source

PatentUS8266158B2Systems and methods for calculating a just-in-time reputation score

Publication Date: 2012.09.11 R2 SOLUTIONS LLC

AI summary

The present invention is directed towards systems and methods for generating a just-in-time reputation score. The method according to one embodiment of the present invention comprises receiving a user generated content item from a user, calculating an initial reputation score and retrieving a plurality of rules. The method then analyzes the user generated content item based on the rules and determines a just-in-time reputation score based on the analysis. Finally, the method displays the just-in-time reputation score and the content item to the user.