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We investigated the scientific research dissemination by analyzing the publications and citation data, implying that not all citations are significantly important.
Naif Radi Aljohani +2 more
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Background: We selected authors from mainland China, Hong Kong, and Taiwan (CHT) to examine citation trends on articles and keywords. The existence of suitable temporal bar graphs (TBGs) for displaying citation trends is unknown.
Sheng-Yao Hsu +3 more
semanticscholar +1 more source
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language [PDF]
Although artificial intelligence (AI) has made significant progress in understanding molecules in a wide range of fields, existing models generally acquire the single cognitive ability from the single molecular modality.
Bing Su +8 more
semanticscholar +1 more source
The citation of articles in scientific production is an important indicator of quality, as demonstrated in the first moments of this document.
Walfredo González Hernández
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Deep Graph Learning for Anomalous Citation Detection [PDF]
Anomaly detection is one of the most active research areas in various critical domains, such as healthcare, fintech, and public security. However, little attention has been paid to scholarly data, i.e., anomaly detection in a citation network. Citation is considered as one of the most crucial metrics to evaluate the impact of scientific research, which
Jiaying Liu 0006 +4 more
openaire +3 more sources
Describing Citations as a Function of Time
Providing an overview of types of citation curves.
Hu Xiaojun, Li Xian, Rousseau Ronald
doaj +1 more source
Embedding graphs in Lorentzian spacetime. [PDF]
Geometric approaches to network analysis combine simply defined models with great descriptive power. In this work we provide a method for embedding directed acyclic graphs (DAG) into Minkowski spacetime using Multidimensional scaling (MDS).
James R Clough, Tim S Evans
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CCRO: Citation’s Context & Reasons Ontology
Research papers can be visualized as a networked information space that contains a collection of information entities, inter-connected by directed links, commonly known as citation graph.
Imran Ihsan, Muhammad Abdul Qadir
doaj +1 more source
Signing data citations enables data verification and citation persistence
Commonly used data citation practices rely on unverifiable retrieval methods which are susceptible to content drift, which occurs when the data associated with an identifier have been allowed to change.
Michael J. Elliott +2 more
doaj +1 more source
LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs [PDF]
With the advent of large language models (LLMs), managing scientific literature via LLMs has become a promising direction of research. However, existing approaches often overlook the rich structural and semantic relevance among scientific literature ...
Jiasheng Zhang +8 more
semanticscholar +1 more source

