From hype to reality: the changing landscape of MOOC research

W Ratnasari, TC Chou, CH Huang - Library Hi Tech, 2024 - emerald.com
Purpose This paper examines the evolution of massive open online courses (MOOCs)
literature over the past 15 years and identifies its significant developments …

Integrating prior field knowledge as key documents with main path analysis utilizing key-node path search

CH Kuan - Journal of Informetrics, 2024 - Elsevier
The integration of prior field knowledge in analytical or modeling processes is generally
considered favorable across various disciplines, yet its utilization in Main Path Analysis …

Contextualised segment-wise citation function classification

X Jiang, J Chen - Scientometrics, 2023 - Springer
Much effort has been made in the past decades to citation function classification, but
noteworthy issues exist. Annotation difficulty resulted in limited data size, especially for …

A multi-entity reinforced main path analysis: Heterogeneous network embedding considering knowledge proximity

Z Yan, K Fan - Journal of Informetrics, 2024 - Elsevier
Main path analysis (MPA) is an important approach in detecting the trajectory of knowledge
diffusion in a specific research domain. Previous studies always focus on citation-based …

Anomalous citations detection in academic networks

J Liu, X Bai, M Wang, S Tuarob, F Xia - Artificial Intelligence Review, 2024 - Springer
Citation network analysis attracts increasing attention from disciplines of complex network
analysis and science of science. One big challenge in this regard is that there are …

Leveraging machine learning and bibliometrics in literature reviews

H Karlstrøm - 2023 - osf.io
With a growing researcher population, increased researcher interconnectivity, disciplinary
fragmentation and lowered cost of manuscript processing and distribution, the speed and …

Visual constituent analysis: a novel approach to annotating, constructing, and analysing large-scale visual and text-visual corpora

A Christiansen - 2023 - repository.lboro.ac.uk
This thesis outlines the rationale, development, testing, and subsequent deployment of
visual constituent analysis, a novel dualistic approach to annotating, constructing, and …

[引用][C] 基于密度聚类算法改进的语义主路径分析方法研究

陈亮, 余池, 尚玮姣, 许海云, 吕世炅, 陈利利 - 情报学报, 2024