Author name disambiguation literature review with consolidated meta-analytic approach

NS Rodrigues, AM Mariano, CG Ralha - International Journal on Digital …, 2024 - Springer
Name ambiguity is a common problem in many bibliographic repositories affecting data
integrity and validity. This article presents an author name disambiguation (AND) literature …

zbMATH Open: API solutions and research challenges

M Petrera, D Trautwein, I Beckenbach, D Ehsani… - arxiv preprint arxiv …, 2021 - arxiv.org
We present zbMATH Open, the most comprehensive collection of reviews and bibliographic
metadata of scholarly literature in mathematics. Besides our website https://zbMATH. org …

S2and: A benchmark and evaluation system for author name disambiguation

S Subramanian, D King, D Downey… - 2021 ACM/IEEE Joint …, 2021 - ieeexplore.ieee.org
Author Name Disambiguation (AND) is the task of resolving which author mentions in a
bibliographic database refer to the same real-world person, and is a critical ingredient of …

Multiple features driven author name disambiguation

Q Zhou, W Chen, W Wang, J Xu… - 2021 IEEE international …, 2021 - ieeexplore.ieee.org
Author Name Disambiguation (AND) has received more attention recently, accompanied by
the increase of academic publications. To tackle the AND problem, existing studies have …

[HTML][HTML] Author name disambiguation based on heterogeneous graph neural network

G Wang, Z Sun, HU Weiyang, MH Cai - PLOS ONE, 2025 - journals.plos.org
With the dramatic increase in the number of published papers and the continuous progress
of deep learning technology, the research on name disambiguation is at a historic peak, the …

Knowledge-based refinement of scientific publication knowledge graphs

S Yan, P Odom, S Natarajan - arxiv preprint arxiv:2309.05681, 2023 - arxiv.org
We consider the problem of identifying authorship by posing it as a knowledge graph
construction and refinement. To this effect, we model this problem as learning a probabilistic …

Towards Effective Author Name Disambiguation by Hybrid Attention

Q Zhou, W Chen, PP Zhao, A Liu, JJ Xu, JF Qu… - Journal of Computer …, 2024 - Springer
Author name disambiguation (AND) is a central task in academic search, which has
received more attention recently accompanied by the increase of authors and academic …

Exploring the power of text-rich graph representation learning

Q Zhu - 2023 - ideals.illinois.edu
During my doctoral research, I observed that many applications related to graphs cannot be
captured by existing simple network models. Lots of real networks exhibit massive text …

Toward a new paradigm for author name disambiguation

A Manzoor, S Asghar, T Amjad - IEEE Access, 2022 - ieeexplore.ieee.org
Author Name Disambiguation (AND) has emerged as a significant challenge in the
bibliometric context with the growing volume of scientific literature. When citations written by …

Effective Human Allied Learning of Tree Ensembles

S Yan - 2024 - utd-ir.tdl.org
The current surge in machine learning is focused on automating pattern extraction from data,
primarily relying on labels, often generated by humans in the case of supervised learning …