The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Machine Learning Algorithms for Big Data Applications With Policy Implementation
|
|
Author(s): Jianzu Wu (School of Management, Lanzhou University, China) and Kunxin Zhang (School of Management, Lanzhou University, China)
Copyright: 2022
Volume: 34
Issue: 3
Pages: 13
Source title:
Journal of Organizational and End User Computing (JOEUC)
Editor(s)-in-Chief: Sang-Bing Tsai (University of Electronic Science and Technology of China Zhongshan Institute, China and Research Center for Environment and Sustainable Development, Civil Aviation University of China, China)
DOI: 10.4018/JOEUC.287570
Purchase
|
Abstract
This article examines the policy implementation literature using a text mining technique, known as a structural topic model (STM), to conduct a comprehensive analysis of 547 articles published by 11 major journals between 2000 and 2019. The subject analyzed was the policy implementation literature, and the search included titles, keywords, and abstracts. The application of the STM not only allowed us to provide snapshots of different research topics and variation across covariates but also let us track the evolution and influence of topics over time. Examining the policy implementation literature has contributed to the understanding of public policy areas; the authors also provided recommendations for future studies in policy implementation.
Related Content
|
Lele Qin, Guojuan Zhang, Li You.
© 2022.
18 pages.
|
|
Yanmei Zhao, Yixin Zhou.
© 2022.
17 pages.
|
|
Zheng Cai.
© 2022.
15 pages.
|
|
Yu-Hsi Yuan, Yi-Cheng Yeh, Chia-Huei Wu, Cheng-Yong Liu, Hsin-Hao Chen, Chien-Wen Chen.
© 2022.
15 pages.
|
|
Jianzu Wu, Kunxin Zhang.
© 2022.
13 pages.
|
|
Yunhong Xu, Guangyu Wu, Yu Chen.
© 2022.
17 pages.
|
|
Qihua Liu, Li Wang, Jingyi Zhou, Wei Wu, Yiran Li.
© 2022.
26 pages.
|
|
|