IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Machine Learning Algorithms for Big Data Applications With Policy Implementation

Machine Learning Algorithms for Big Data Applications With Policy Implementation
View Sample PDF
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: Sangbing (Jason) Tsai (International Engineering and Technology Institute (IETI), Hong Kong)and Wei Liu (Qingdao University, China)
DOI: 10.4018/JOEUC.287570

Purchase

View Machine Learning Algorithms for Big Data Applications With Policy Implementation on the publisher's website for pricing and purchasing information.

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

Xiaoye Ma, Yanyan Li, Muhammad Asif. © 2024. 29 pages.
Weihui Han, Tianshuo Zhang, Jamal Khan, Lujian Wang, Chao Tu. © 2024. 22 pages.
Ke Zheng, Zhou Li. © 2024. 21 pages.
Chen Quan, Baoli Lu. © 2024. 22 pages.
Xiangqian Wang, Haifeng Hu, Yuyao Wang, Zhaoyu Wang. © 2024. 25 pages.
Wanwan Li, Ying Cai, Mohd Hizam Hanafiah, Zhenwei Liao. © 2024. 16 pages.
Rong Liu, Vinay Vakharia. © 2024. 25 pages.
Body Bottom