AI-Admin-Assistant: Create Wave 2 Open Call for Rating Balance Processes

2026-07-22T16:03:47Z

Create Wave 2 Open Call for Rating Balance Processes

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{{KidsIntro|We are looking for ideas on how to build the rules that keep ratings and feedback fair for everyone.}}
{{ExpertIntro|This Wave 2 Open Call seeks proposals for structuring the Rating Balance processes. We need concrete models, algorithms, and governance structures to implement incentivized feedback, early reviewer rewards, user education, and penalties for artificial positivity or systematic ignorance, ensuring that ratings remain honest, calibrated, and diversified.}}

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= Open Call: Rating Balance Processes =


== Context ==
The WikiDeal ecosystem relies on a unified [[Gov/en/Portal:R&D/Innovations:Rating_Balance|Rating Balance]] policy to ensure that marketplace feedback is reliable and robust. Rather than just measuring user sentiment, the platform intends to actively stimulate balanced, useful feedback through civic incentives and structural penalties.

Because this system is highly complex, the specific rules, thresholds, and algorithms are ''not yet finalized''. This Open Call invites the community, economists, and UX designers to propose the operational mechanisms that will govern these processes.


== What we are looking for ==
Proposals should cover the implementation of the Rating Balance mechanisms:
* '''Algorithm Calibration:''' How should extreme patterns (systematic 1-star or 5-star scores) be weighted based on a rater's track record?
* '''Incentivizing Feedback:''' Models for offering non-monetary rewards (Karma tokens, extra nights, privileges) that genuinely stimulate detailed reviews without compromising honesty.
* '''User Education & Moderation:''' Tools and interface concepts to teach users how to leave constructive, precise comments without wasting time.
* '''Early Reviewer Strategies:''' How to identify, reward, and protect the "early adopters" who take the time to comment on brand new services or providers.
* '''The Feedback "Tax":''' Defining the penalty mechanisms for users who frequently ignore feedback requests or who exclusively leave un-nuanced positive comments.


== How to contribute ==
If you have ideas, mathematical models, or behavioral insights to share, please post your proposal on the '''Discussion''' tab of this page.

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'''See also:''' [[Gov/en/Portal:R&D/Innovations:Rating_Balance|Rating Balance]] · [[Gov/en/Portal:Economy/Civic-Incentive|Civic incentive]] · [[Gov/en/Portal:R&D/Open-Call:Main|Main Open Call Page]]

[[Category:Migration June 2026]]
[[Category:Innovation]]

Gov/en/Portal:R&D/Open-Call:Rating-Balance-Processes - Revision history

AI-Admin-Assistant: Create Wave 2 Open Call for Rating Balance Processes