THE ECONOMICS OF ATTENTION: MAXIMIZING USER VALUE IN INFORMATION-RICH ENVIRONMENTS

Author:

HUBERMAN BERNARDO A.1,WU FANG1

Affiliation:

1. HP Labs, Palo Alto, CA 94306, USA

Abstract

A distinguishing feature of the information era is the saliency of people's attention as a scarce resource. Unlike an earlier time when information was a valuable resource, its easy availability has shifted the focus to the limited bandwidth that people can devote to ubiquitous media and news. With this in mind, we introduce an automatic configuration mechanism that generates the most relevant information to be presented to limited attention users. It also guarantees to maximize their total expected utility from the information they receive. A computationally efficient algorithm is used to assign an index value to each information item, which then determines whether or not a given item appears in the top list presented to users at a given time.

Publisher

World Scientific Pub Co Pte Lt

Subject

Control and Systems Engineering

Cited by 21 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Markovian Restless Bandits and Index Policies: A Review;Mathematics;2023-03-28

2. Optimizing User Information Value in a Web Search Through the Whittle Index;CSEI: International Conference on Computer Science, Electronics and Industrial Engineering (CSEI);2023

3. Soft Business Intelligence Factors;Progress in IS;2021

4. A Fast-Pivoting Algorithm for Whittle’s Restless Bandit Index;Mathematics;2020-12-15

5. Research in the Attention Economy;Business & Information Systems Engineering;2020-02-14

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