Academic social networks: Modeling, analysis, mining and applications

X Kong, Y Shi, S Yu, J Liu, F Xia - Journal of Network and Computer …, 2019 - Elsevier
In the fast-growing scholarly big data background, social network technologies have recently
aroused widespread attention in academia and industry. The concept of academic social …

[HTML][HTML] Scholarly recommendation systems: a literature survey

Z Zhang, BG Patra, A Yaseen, J Zhu… - … and Information Systems, 2023 - Springer
A scholarly recommendation system is an important tool for identifying prior and related
resources such as literature, datasets, grants, and collaborators. A well-designed scholarly …

Early indicators of scientific impact: Predicting citations with altmetrics

AP Akella, H Alhoori, PR Kondamudi, C Freeman… - Journal of …, 2021 - Elsevier
Identifying important scholarly literature at an early stage is vital to the academic research
community and other stakeholders such as technology companies and government bodies …

A hybrid personalized scholarly venue recommender system integrating social network analysis and contextual similarity

T Pradhan, S Pal - Future Generation Computer Systems, 2020 - Elsevier
Rapidly developing academic venues throw a challenge to researchers in identifying the
most appropriate ones that are in-line with their scholarly interests and of high relevance …

CLAVER: An integrated framework of convolutional layer, bidirectional LSTM with attention mechanism based scholarly venue recommendation

T Pradhan, P Kumar, S Pal - Information Sciences, 2021 - Elsevier
Scholarly venue recommendation is an emerging field due to a rapid surge in the number of
scholarly venues concomitant with exponential growth in interdisciplinary research and …

CNAVER: A content and network-based academic venue recommender system

T Pradhan, S Pal - Knowledge-Based Systems, 2020 - Elsevier
The phenomenon of rapidly developing academic venues poses a significant challenge for
researchers: how to recognize the ones that are not only in accordance with one's scholarly …

Venue topic model–enhanced joint graph modelling for citation recommendation in scholarly big data

W Wang, Z Gong, J Ren, F Xia, Z Lv… - ACM Transactions on …, 2020 - dl.acm.org
Natural language processing technologies, such as topic models, have been proven to be
effective for scholarly recommendation tasks with the ability to deal with content information …

Predicting price trends combining kinetic energy and deep reinforcement learning

M Ghotbi, M Zahedi - Expert Systems with Applications, 2023 - Elsevier
Investing in the stock market and Forex can be lucrative, but it is important to approach it with
caution and a clear understanding of the risks involved. Predicting the direction of prices in …

A journal name semantic augmented multi-dimensional feature fusion model for scholarly journal recommendation

X Li, B Shao, G Bian, X Huang - Information Processing & Management, 2023 - Elsevier
Recommending appropriate academic journal to researchers has become a time-
consuming and challenging task. In this paper, we propose a Journal Name Semantic …

Hasvrec: A modularized hierarchical attention-based scholarly venue recommender system

T Pradhan, A Gupta, S Pal - Knowledge-Based Systems, 2020 - Elsevier
Manually selecting appropriate scholarly venues is becoming a tedious and time-consuming
task for researchers due to many reasons that include relevance, scientific impact, and …