Improving in-text citation reason extraction and classification using supervised machine learning techniques

I Ihsan, H Rahman, A Shaikh, A Sulaiman… - Computer Speech & …, 2023 - Elsevier
In the last decade, automatic extraction and classification of in-text citations have received
immense popularity and have become one of the most frequently used techniques to …

How and why are citations between disciplines made? A citation context analysis focusing on natural sciences and social sciences and humanities

K Nishikawa - Scientometrics, 2023 - Springer
Some science and technology policies promote collaboration between natural sciences
(NS) and social sciences and humanities (SSH) on research topics related to complex …

[PDF][PDF] Map** the Trending Topics of Bibliometric-enhanced Information Retrieval.

F Bolaños - BIR@ ECIR, 2022 - star.informatik.rwth-aachen.de
This paper aims to map the trending topics of Bibliometric-enhanced Information Retrieval
(BIR) based on co-word network analysis and strategic diagram. The bibliographic dataset …

An NLP-based citation reason analysis using CCRO

I Ihsan, MA Qadir - Scientometrics, 2021 - Springer
In recent scientific advances, Artificial Intelligence and Natural Language Processing are the
major contributors to classifying documents and extracting information. Classifying citations …

On retraction cascade? Citation intention analysis as a quality control mechanism in digital libraries

M Usman, WT Balke - International Conference on Theory and Practice of …, 2023 - Springer
The amount of information in digital libraries (DLs) has been experiencing rapid growth. With
the intense competition for research breakthroughs, researchers often intentionally or …

[PDF][PDF] VerbNet based citation sentiment class assignment using machine learning

Z Amjad, I Ihsan - … Journal of Advanced Computer Science and …, 2020 - researchgate.net
Citations are used to establish a link between articles. This intent has changed over the
years, and citations are now being used as a criterion for evaluating the research work or the …

Seal: Semantically enriched authoring in latex—a model for scientific discourse

I Ihsan, M Ullah, RU Khan, MI Uddin, A Alharbi… - IEEE …, 2022 - ieeexplore.ieee.org
Semantic tags can enrich citation graphs by inter-connecting papers with citation reasons.
One of the best sources of knowledge to tell the reason for citation is the author himself …

Discovery of Influential Publications Using Research Article's Usage Context

FF Kiyani, B Hamid, M Humayun… - … on Emerging Trends …, 2024 - ieeexplore.ieee.org
Identification of influential research articles has been an area of interest for quite a long time.
Usually, the importance of an article is measured by the number of citations it has gained …

Sentiment-aware Enhancements of PageRank-based Citation Metric, Impact Factor, and H-index for Ranking the Authors of Scholarly Articles

S Gupta, A Kumar - arxiv preprint arxiv:2403.08176, 2024 - arxiv.org
Heretofore, the only way to evaluate an author has been frequency-based citation metrics
that assume citations to be of a neutral sentiment. However, considering the sentiment …

Citation contexts as a data source for evaluation of scholarly consumption

S Parinov - Scientometrics, 2021 - Springer
In recent years, large datasets of citation contexts from research publications have become
available for scientometric studies. Such citation contexts contain different characteristics of …