计量经济学遇见情绪:方法论与应用综述

ECONOMETRICS MEETS SENTIMENT: AN OVERVIEW OF METHODOLOGY AND APPLICATIONS

Journal of Economic Surveys · 2020
被引 133 · 同刊同年前 8%
人大 AABS 2

中文导读

综述了将文本、音频、视频等非结构化数据中的情绪转化为定量变量,并用于分析情绪与其他变量关系的计量方法,适合对情绪分析或计量方法感兴趣的学者快速了解该领域。

Abstract

Abstract The advent of massive amounts of textual, audio, and visual data has spurred the development of econometric methodology to transform qualitative sentiment data into quantitative sentiment variables, and to use those variables in an econometric analysis of the relationships between sentiment and other variables. We survey this emerging research field and refer to it as sentometrics , which is a portmanteau of sentiment and econometrics. We provide a synthesis of the relevant methodological approaches, illustrate with empirical results, and discuss useful software.

情感计量学文本数据情感变量计量方法