[HTML][HTML] Self-supervised representation learning for geographical data—A systematic literature review

P Corcoran, I Spasić - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
Self-supervised representation learning (SSRL) concerns the problem of learning a useful
data representation without the requirement for labelled or annotated data. This …

Continual prediction of bug-fix time using deep learning-based activity stream embedding

Y Lee, S Lee, CG Lee, I Yeom, H Woo - IEEE Access, 2020 - ieeexplore.ieee.org
Predicting the fix time of a bug is important for managing the resources and release
milestones of a software development project. However, it is considered non-trivial to …

IIDQN: an incentive improved DQN algorithm in EBSN recommender system

J Guo, Y Wang, H An, M Liu… - Security and …, 2022 - Wiley Online Library
Event‐based Social Networks (EBSN), combining online networks with offline users, provide
versatile event recommendations for offline users through complex social networks …

[HTML][HTML] A survey of context-aware recommendation schemes in event-based social networks

X Huang, G Liao, N Xiong, AV Vasilakos, T Lan - Electronics, 2020 - mdpi.com
In recent years, Event-based social network (EBSN) applications, such as Meetup and
DoubanEvent, have received popularity and rapid growth. They provide convenient online …

Optimal intervention on weighted networks via edge centrality

D Li, T Eliassi-Rad, HR Zhang - Proceedings of the 2023 SIAM International …, 2023 - SIAM
Suppose there is a spreading process propagating on a weighted graph. Denote the graph's
weight matrix as W. How would we reduce the number of nodes affected during the …

A self-attention model with contrastive learning for online group recommendation in event-based social networks

Z Zhou, X Huang, N Xiong, G Liao, X Deng - The Journal of …, 2024 - Springer
Recently, there has been a surge in the popularity of online groups on event-based social
networks (EBSNs) like Meetup and Douban Event. These groups cater to individuals who …

Jam: Joint attention model for next event recommendation in event-based social networks

G Liao, L Yang, M Mao, C Wan, D Liu, X Liu - Knowledge-Based Systems, 2021 - Elsevier
In recent years, event-based social networks (EBSNs) have emerged as popular
applications for people selecting social events such as concerts, hikes, and technical talks …

[HTML][HTML] Learning to sense from events via semantic variational autoencoder

MPS Gôlo, RG Rossi, RM Marcacini - Plos one, 2021 - journals.plos.org
In this paper, we introduce the concept of learning to sense, which aims to emulate a
complex characteristic of human reasoning: the ability to monitor and understand a set of …

Social activity matching with graph neural network in event-based social networks

B Sun, X Wei, J Cui, Y Wu - International Journal of Machine Learning and …, 2023 - Springer
In recent years, event-based social networks (EBSNs) have become increasingly popular.
Different from traditional online social networks, EBSNs consist of valuable online and offline …

An R&D Partner Recommendation Framework Based on a Knowledge Context Hypernetwork for Engineering Technological Innovation

J Xu, T Wu, J Li - IEEE Transactions on Engineering …, 2023 - ieeexplore.ieee.org
Engineering construction enterprises often need to partner with R&D institutions and jointly
carry out technological innovation activities. Identifying the right R&D partner (s) for the job is …