教程:无需编程的人工智能研究——不战而胜的艺术:面向质性研究者的数据科学

TUTORIAL: AI research without coding: The art of fighting without fighting: Data science for qualitative researchers

JOURNAL OF BUSINESS RESEARCH · 2020
被引 43
人大 A-ABS 3

中文导读

本教程展示如何在不写一行代码的情况下,完成网络数据抓取、情感分析、社会网络分析等数据科学任务,并以玻璃天花板现象为例进行演示,适合想入门数据科学的质性研究者与商业研究者。

Abstract

In this tutorial, we show how to scrape and collect online data, perform sentiment analysis, social network analysis, tribe finding, and Wikidata cross-checks, all without using a single line of programming code. In a step-by-step example, we use self-collected data to perform several analyses of the glass ceiling. Our tutorial can serve as a standalone introduction to data science for qualitative researchers and business researchers, who have avoided learning to program. It should also be useful for experienced data scientists who want to learn about the tools that will allow them to collect and analyze data more easily and effectively.

数据科学质性研究商业研究社会网络分析情感分析