Breaking through Inequality of Information Acquisition among Social Classes: A Modest Effort on Measuring “Fun”

Chenghao Xiao, Baicheng Sun, Jindi Wang, Mingyue Liu, Jiayi Feng
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Abstract

With the identification of the inequality encoded in information acquisition among social classes, we propose to leverage a powerful concept that has never been studied as a linguistic construct, “fun”, to deconstruct the inequality. Inspired by theories in sociology, we draw connection between social class and information cocoon, through the lens of fun, and hypothesize the measurement of “how fun one’s dominating social cocoon is” to be an indicator of the social class of an individual. Following this, we propose an NLP framework to combat the issue by measuring how fun one’s information cocoon is, and empower individuals to emancipate from their trapped cocoons. We position our work to be a domain-agnostic framework that can be deployed in a lot of downstream cases, and is one that aims to deconstruct, as opposed to reinforcing, the traditional social structure of beneficiaries.
突破社会阶层间的信息获取不平等:“乐趣”衡量的适度尝试
随着社会阶层之间信息获取编码的不平等的识别,我们建议利用一个从未作为语言结构研究过的强大概念“乐趣”来解构不平等。受社会学理论的启发,我们通过乐趣的视角,将社会阶层与信息茧联系起来,并假设“主导社会茧的乐趣程度”作为衡量个人社会阶层的指标。在此之后,我们提出了一个NLP框架,通过衡量一个人的信息茧有多有趣来解决这个问题,并授权个人从被困的茧中解放出来。我们将我们的工作定位为一个领域不可知论的框架,可以部署在许多下游案例中,并且是一个旨在解构,而不是加强,受益人的传统社会结构的框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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