Evolution of Chinese original-innovation talent policies: a topic modelling approach

Lin, Liuxuan; Chen, Yalan

doi:10.1080/09537325.2023.2242513

Technology Analysis & Strategic Management

2023

DOI: 10.1080/09537325.2023.2242513

|View full text |Cite

Evolution of Chinese original-innovation talent policies: a topic modelling approach

Liuxuan Lin,

Yalan Chen

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Article3

Relationship

Self Cite0

Independent3

Authors

Journals

Cited by 3 publications

References 32 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Mapping the Evolving Landscape of Library-Related Policies in China: A Topic Modeling Approach

Tang,

2024

Serials Review

View full text Add to dashboard Cite

Mapping the Evolving Landscape of Library-Related Policies in China: A Topic Modeling Approach

Tang,

2024

Serials Review

View full text Add to dashboard Cite

Text mining of syntactic complexity in L2 writing: an LDA topic modeling approach

Huang,

Jiang

2024

International Review of Applied Linguistics in Language Teaching

View full text Add to dashboard Cite

The present study provides an overview of syntactic complexity (SC) in second language (L2) writing research, employing the Latent Dirichlet Allocation (LDA) topic modeling approach. Analyzing 470 abstracts sourced from the WoS Core Collection (2005–2023) and Scopus (1978–2023), this investigation explores the broad spectrum of research themes in SC in L2 writing. By employing perplexity and coherence tests, the study identifies the optimal number of topics in the model as five: writing quality, proficiency, genres, SC development, and task-based conditions. The finding reveals that: (1) In cross-sectional studies, the interplay among writing quality, proficiency levels, and genres often involves studying one variable as reliant on the others. Additionally, there is a growing inclination toward regarding phrasal structures as more dependable complexity indicators. (2) Longitudinal investigations predominantly emphasize the evolution of SC, yet there’s a scarcity of exploration in continuation writing tasks. (3) Regarding measurement metrics, a transition from broader SC evaluations to more intricate assessments is evident, though several studies lack thorough examinations, particularly in continuation tasks.

show abstract

Quantitative Evaluation and Evolution Characteristics of Consistency Level of Black Soil Conservation Policy, Taking China’s Black Soil Protection Policy as an Example

Zhang,

Han,

et al. 2024

Land

View full text Add to dashboard Cite

Scientifically evaluating China’s black soil protection policy and exploring its evolution characteristics are crucial for promoting high-quality and efficient black soil protection projects worldwide. Utilizing the Policy Modeling Consistency (PMC) index model, the effectiveness of China’s black soil protection policy system is assessed. Building upon this evaluation, the research delves into the evolution process of the black soil protection policy system, examining its dynamic characteristics across different government levels. Through the application of text mining technology and visual analysis techniques, the study explores four dimensions: keyword co-occurrence, vertical synergy calculation, policy theme identification, and policy tool analysis. The results show the following: (1) The PMC index showed a phased growth trend, and various indicators gradually improved and tended to be stable. (2) Government policies at the same level exhibit progressive evolution patterns in terms of policy keywords and themes. (3) Across different levels of government, there are hierarchical lag evolution rules observed in policy keywords and provincial policy tools. Additionally, policy keywords display vertical synergy evolution patterns. In conclusion, future black soil conservation policies need to reduce hierarchical delays, enhance the coverage and comprehensiveness of policy content, and establish a sound policy feedback mechanism. The conclusions of the study are significant for improving management approaches throughout the black soil zones of the world.

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Evolution of Chinese original-innovation talent policies: a topic modelling approach

Cited by 3 publications

References 32 publications

Mapping the Evolving Landscape of Library-Related Policies in China: A Topic Modeling Approach

Mapping the Evolving Landscape of Library-Related Policies in China: A Topic Modeling Approach

Text mining of syntactic complexity in L2 writing: an LDA topic modeling approach

Quantitative Evaluation and Evolution Characteristics of Consistency Level of Black Soil Conservation Policy, Taking China’s Black Soil Protection Policy as an Example

Contact Info

Product

Resources

About