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Attention Markets of Blockchain-Based Decentralized Autonomous OrganizationsOACSTPCDEI

中文摘要

The attention is a scarce resource in decentralized autonomous organizations(DAOs),as their self-governance relies heavily on the attention-intensive decision-making process of“proposal and voting”.To prevent the negative effects of pro-posers’attention-capturing strategies that contribute to the“tragedy of the commons”and ensure an efficient distribution of attention among multiple proposals,it is necessary to establish a market-driven allocation scheme for DAOs’attention.First,the Harberger tax-based attention markets are designed to facilitate its allocation via continuous and automated trading,where the individualized Harberger tax rate(HTR)determined by the pro-posers’reputation is adopted.Then,the Stackelberg game model is formulated in these markets,casting attention to owners in the role of leaders and other competitive proposers as followers.Its equilibrium trading strategies are also discussed to unravel the intricate dynamics of attention pricing.Moreover,utilizing the single-round Stackelberg game as an illustrative example,the existence of Nash equilibrium trading strategies is demonstrated.Finally,the impact of individualized HTR on trading strategies is investigated,and results suggest that it has a negative correlation with leaders’self-accessed prices and ownership duration,but its effect on their revenues varies under different conditions.This study is expected to provide valuable insights into leveraging attention resources to improve DAOs’governance and decision-making process.

Juanjuan Li;Rui Qin;Sangtian Guan;Wenwen Ding;Fei Lin;Fei-Yue Wang;

State Key Laboratory of Multimodal Artificial Intelligence Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China IEEEFaculty of Innovation Engineering,Macao University of Science and Technology,Macao 999078,China IEEEState Key Laboratory of Multimodal Artificial Intelligence Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,ChinaState Key Laboratory for Management and Control of Complex Systems,Chinese Academy of Sciences,Beijing 100190 Faculty of Innovation Engineering,Macao University of Science and Technology,Macao 999078,China IEEE

计算机与自动化

Attentiondecentralized autonomous organizationsHarberger taxStackelberg game.

《IEEE/CAA Journal of Automatica Sinica》 2024 (006)

P.1370-1380 / 11

supported by the National Natural Science Foundation of China(62103411);the Science and Technology Development Fund of Macao SAR(0093/2023/RIA2,0050/2020/A1)。

10.1109/JAS.2024.124491

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