A Roadmap for Incorporating Online Social Media in Educational Research

Author:

Karimi Hamid1,Derr Tyler1,Torphy Kaitlin T.1,Frank Kenneth A.1,Tang Jiliang1

Affiliation:

1. Michigan State University

Abstract

Thanks to advancements in communication and online social media, there has been a surge of useful online educational resources across the Internet. In addition to supplementing educational materials, these resources could be used in varying education research and potentially advance the quality of education. Nevertheless, conducting such research projects requires using big data techniques and approaches to find meaningful resources and harnessing them in an effective way. In this chapter, we present a roadmap for how to incorporate online social media in education research projects. The roadmap consists of three major components: project initialization, data collection, and data utilization. Furthermore, we present some learned lessons, tips, and tricks, as well as case studies from the Teachers in Social Media project ( www.teachersinsocialmedia.com /). We believe this chapter can be used as a practical reference point for many researchers whose concern is connecting data to their education research endeavors.

Publisher

SAGE Publications

Subject

Education

Cited by 8 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. Deciphering Student Coding Behavior: Interpretable Keystroke Features and Ensemble Strategies for Grade Prediction;2023 IEEE International Conference on Big Data (BigData);2023-12-15

2. An Analysis of the Dynamics of Ties on Twitter;2023 IEEE International Conference on Big Data (BigData);2023-12-15

3. Building a nationally representative sample of teachers’ online and offline: the Public Instructional Network of School Resources;Journal of Research on Technology in Education;2023-12-12

4. Enhancing the Performance of Automated Grade Prediction in MOOC using Graph Representation Learning;2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA);2023-10-09

5. Networked systems leadership: the potential of social network theory and analysis;International Encyclopedia of Education(Fourth Edition);2023

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