[HTML][HTML] A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art

JJ Lastra-Díaz, J Goikoetxea, MAH Taieb… - … Applications of Artificial …, 2019 - Elsevier
Human similarity and relatedness judgements between concepts underlie most of cognitive
capabilities, such as categorisation, memory, decision-making and reasoning. For this …

A novel representation learning for dynamic graphs based on graph convolutional networks

C Gao, J Zhu, F Zhang, Z Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Graph representation learning has re-emerged as a fascinating research topic due to the
successful application of graph convolutional networks (GCNs) for graphs and inspires …

Hotness prediction of scientific topics based on a bibliographic knowledge graph

C Huo, S Ma, X Liu - Information Processing & Management, 2022 - Elsevier
As a part of innovation in forecasting, scientific topic hotness prediction plays an essential
role in dynamic scientific topic assessment and domain knowledge transformation modeling …

Semantic similarity based on taxonomies

A De Nicola, A Formica, I Mele, F Taglino - Applied Sciences, 2023 - mdpi.com
The evaluation of the semantic similarity of concepts organized according to taxonomies is a
long-standing problem in computer science and has attracted great attention from …

Tree knowledge structure for better insight: Capturing biomedical science-technology knowledge linkage with MeSH

Z Zheng, Y Ma, Z Ba, L Pei - Journal of Informetrics, 2024 - Elsevier
Measuring the knowledge linkage between science and technology (S&T) is crucial for
understanding the interactions between S&T and assisting decision-makers in strategizing …

An effective short-text topic modelling with neighbourhood assistance-driven NMF in Twitter

S Athukorala, W Mohotti - Social Network Analysis and Mining, 2022 - Springer
Social media such as Twitter connect billions of people by allowing them to exchange their
thoughts via short-text communication. Topic modelling is a widely used technique for …

A demand forecasting model based on the improved Bass model for fast fashion clothing

X Zhou, J Meng, G Wang, Q **aoxuan - International Journal of …, 2021 - emerald.com
Purpose This paper examines the problem of lack of historical data and inadequate
consideration of factors influencing demand in the forecasting of demand for fast fashion …

Image copy‐move forgery detection algorithm based on ORB and novel similarity metric

X Tian, G Zhou, M Xu - IET Image Processing, 2020 - Wiley Online Library
Image forgery poses a serious threat in electric power, medicine and other fields. Relevant
departments need to pay a great price to identify the authenticity of the image. For traditional …

A parametric similarity method: Comparative experiments based on semantically annotated large datasets

A De Nicola, A Formica, M Missikoff, E Pourabbas… - Journal of Web …, 2023 - Elsevier
We present the parametric method SemSim p aimed at measuring semantic similarity of
digital resources. SemSim p is based on the notion of information content, and it leverages a …

[HTML][HTML] Interactive evolution of multidimensional information in social media for public emergency: a perspective from optics scattering

X Ma, X Meng, H Ma - Data and Information Management, 2021 - Elsevier
Most of the current research on the information analysis of social media (SM) for public
emergency focused on a single dimension such as emotion while neglecting the interaction …