Scholarly data mining: A systematic review of its applications

A Dridi, MM Gaber, RMA Azad… - … Reviews: Data Mining …, 2021 - Wiley Online Library
During the last few decades, the widespread growth of scholarly networks and digital
libraries has resulted in an explosion of publicly available scholarly data in various forms …

The coverage of Microsoft Academic: Analyzing the publication output of a university

SE Hug, MP Brändle - Scientometrics, 2017 - Springer
This is the first detailed study on the coverage of Microsoft Academic (MA). Based on the
complete and verified publication list of a university, the coverage of MA was assessed and …

Multi-view scholar clustering with dynamic interest tracking

A Li, Y Li, Y Shao, B Liu - IEEE Transactions on Knowledge …, 2023 - ieeexplore.ieee.org
Scholar clustering has garnered increasing attention due to the explosive growth of scholar
data. Although researchers have proposed many algorithms to cluster scholars, they …

Method and dataset entity mining in scientific literature: a CNN+ BiLSTM model with self-attention

L Hou, J Zhang, O Wu, T Yu, Z Wang, Z Li, J Gao… - Knowledge-Based …, 2022 - Elsevier
The traditional literature analysis mainly focuses on the literature metadata such as topics,
authors, keywords, references, and rarely pays attention to the main content of papers …

A semantic main path analysis method to identify multiple developmental trajectories

L Chen, S Xu, L Zhu, J Zhang, H Xu, G Yang - Journal of Informetrics, 2022 - Elsevier
Abstract Main Path Analysis (MPA) is widely used to trace the developmental trajectory of a
technological field through a citation network. The citation-based traversal weight is usually …

农业知识图谱技术研究现状与展望

侯琛, 牛培宇 - 农业机械学报, 2024 - aeeisp.com
在当前农业信息化的发展进程中, 多数农业子领域面临着数据资源分散, 信息整合难度大,
知识利用效率低等问题. 作为近年来新兴的一种知识表示技术, 知识图谱已在部分农业特定领域 …

[HTML][HTML] On the current state of scholarly retrieval systems

S Khalid, S Khusro, I Ullah… - Engineering, technology & …, 2019 - etasr.com
The enormous growth in the size of scholarly literature makes its retrieval challenging. To
address this challenge, researchers and practitioners developed several solutions. These …

A novel developmental trajectory discovery approach by integrating main path analysis and intermediacy

S Xu, C Wang, X An, L Hao… - Journal of Information …, 2024 - journals.sagepub.com
As a widely used technique for discovering developmental trajectory of a specific field of
science and technology, main path analysis armed with global search strategy prefers …

Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph

C Deng, J Ding, L Fu, W Zhang, X Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
The pandemic of COVID-19 has inspired extensive works across different research fields.
Existing literature and knowledge platforms on COVID-19 only focus on collecting papers on …

OFPO & KGFPO: Ontology and Knowledge Graph for Flood Process Observation

W Du, C Liu, Q Xia, M Wen, Y Hu, Z Chen, L Xu… - … Modelling & Software, 2025 - Elsevier
Flooding is the most frequent natural disaster globally, resulting in the highest economic
losses. Efficient resource retrieval is crucial for improving flood response. Constructing a …