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相关论文: The Politics of Attention

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We develop a unified analysis of how information captures attention. A decision maker (DM) faces a dynamic information structure and decides when to stop paying attention. We characterize the convex$\unicode{x2013}$order frontier and…

理论经济学 · 经济学 2024-09-25 Andrew Koh , Sivakorn Sanguanmoo

We consider a decision maker (DM) who, before taking an action, seeks information by allocating her limited attention dynamically over different news sources that are biased toward alternative actions. Endogenous choice of information…

最优化与控制 · 数学 2019-01-07 Yeon-Koo Che , Konrad Mierendorff

We study a model of electoral accountability and selection whereby heterogeneous voters aggregate incumbent politician's performance data into personalized signals through paying limited attention. Extreme voters' signals exhibit an…

理论经济学 · 经济学 2023-04-05 Anqi Li , Lin Hu

We develop a dynamic model of discrete choice that incorporates peer effects into random consideration sets. We characterize the equilibrium behavior and study the empirical content of the model. In our setup, changes in the choices of…

计量经济学 · 经济学 2021-05-19 Nail Kashaev , Natalia Lazzati

We introduce an Attention Overload Model that captures the idea that alternatives compete for the decision maker's attention, and hence the attention that each alternative receives decreases as the choice problem becomes larger. Using this…

理论经济学 · 经济学 2024-09-17 Matias D. Cattaneo , Paul Cheung , Xinwei Ma , Yusufcan Masatlioglu

Over the last 70 years, we, humans, have created an economic market where attention is being captured and turned into money thanks to advertising. During the last two decades, leveraging research in psychology, sociology, neuroscience and…

社会与信息网络 · 计算机科学 2025-05-14 Franck Michel , Fabien Gandon

We show that many models of choice can be alternatively represented as special cases of choice with limited attention (Masatlioglu, Nakajima, and Ozbay, 2012), singling out the properties of the unobserved attention filters that explain the…

理论经济学 · 经济学 2025-07-31 Davide Carpentiere , Angelo Petralia

We study how personalized news aggregation for rationally inattentive voters (NARI) affects policy polarization and public opinion. In a two-candidate electoral competition model, an attention-maximizing infomediary aggregates source data…

综合经济学 · 经济学 2022-11-17 Lin Hu , Anqi Li , Ilya Segal

Studies of human attention dynamics analyses how attention is focused on specific topics, issues or people. In online social media, there are clear signs of exogenous shocks, bursty dynamics, and an exponential or powerlaw lifetime…

物理与社会 · 物理学 2014-09-11 V. A. Traag , R. Reinanda , J. Hicks , G. van Klinken

This paper critically analyses the "attention economy" within the framework of cognitive science and techno-political economics, as applied to both human and machine interactions. We explore how current business models, particularly in…

计算机与社会 · 计算机科学 2024-05-13 Pablo González de la Torre , Marta Pérez-Verdugo , Xabier E. Barandiaran

We consider a generalization of rational inattention problems by measuring costs of information through the information radius (Sibson, 1969; Verd\'u, 2015) of statistical experiments. We introduce a notion of attention elasticity measuring…

综合经济学 · 经济学 2021-05-18 Dániel Csaba

We investigate attention as the active pursuit of useful information. This contrasts with attention as a mechanism for the attenuation of irrelevant information. We also consider the role of short-term memory, whose use is critical to any…

机器学习 · 计算机科学 2015-11-02 Philip Bachman , David Krueger , Doina Precup

I study how past and future choices are linked in the framework of attention. Attention cannot be observed but past choices are necessarily considered in future decisions. This link connects two types of rationality violations,…

理论经济学 · 经济学 2024-03-05 Xi Zhi Lim

Human attention has become a scarce and strategically contested resource in digital environments. Content providers increasingly engage in excessive competition for visibility, often prioritizing attention-grabbing tactics over substantive…

物理与社会 · 物理学 2026-02-09 Masaki Chujyo , Isamu Okada , Hitoshi Yamamoto , Dongwoo Lim , Fujio Toriumi

In the new digital age, information is available in large quantities. Since information consumes primarily the attention of its recipients, the scarcity of attention is becoming the main limiting factor. In this study, we investigate the…

社会与信息网络 · 计算机科学 2014-11-26 Uzay Cetin , Haluk O. Bingol

In our modern society, people are daily confronted with an increasing amount of information of any kind. As a consequence, the attention capacities and processing abilities of individuals often saturate. People, therefore, have to select…

物理与社会 · 物理学 2010-02-23 Mehdi Moussaid , Dirk Helbing , Guy Theraulaz

We study candidates' positioning when adjustments are possible in response to new information about voters' preferences. Re-positioning allows candidates to get closer to the median voter but is costly both financially and electorally. We…

计算机科学与博弈论 · 计算机科学 2023-05-05 Gaëtan Fournier , Alberto Grillo , Yevgeny Tsodikovich

Probabilistic models can learn users' preferences from the history of their item adoptions on a social media site, and in turn, recommend new items to users based on learned preferences. However, current models ignore psychological factors…

信息检索 · 计算机科学 2013-11-07 Jeon-Hyung Kang , Kristina Lerman

This paper illustrates how one can deduce preference from observed choices when attention is not only limited but also random. In contrast to earlier approaches, we introduce a Random Attention Model (RAM) where we abstain from any…

计量经济学 · 经济学 2019-09-02 Matias D. Cattaneo , Xinwei Ma , Yusufcan Masatlioglu , Elchin Suleymanov

Issue salience is a major determinant in voters' decisions. Candidates and political parties campaign to shift salience to their advantage - a process termed priming. We study the dynamics, strategies and equilibria of campaign spending for…

计算机科学与博弈论 · 计算机科学 2024-12-30 Jonathan Shaki , Yonatan Aumann , Sarit Kraus
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