Self-supervised contrastive learning for implicit collaborative filtering

S Song, B Liu, F Teng, T Li - Engineering Applications of Artificial …, 2025 - Elsevier
Recommendation systems are a critical application of artificial intelligence (AI), driving
personalized user experiences across various platforms. Recent advancements in …

Bi-Neighborhood Graph Neural Network for cross-lingual entity alignment

X Shi, B Li, L Chen, C Yang - Knowledge-Based Systems, 2023 - Elsevier
The objective of the cross-lingual entity alignment (EA) task is to identify equivalent entities
in knowledge graphs (KGs) across different languages. Most existing works rely on relation …

BGAT-CCRF: A novel end-to-end model for knowledge graph noise correction

J Ma, K Li, F Zhang, Y Wang, X Luo, C Li, Y Qiao - Neural Networks, 2024 - Elsevier
Abstract Knowledge graph (KG) noise correction aims to select suitable candidates to
correct the noises in KGs. Most of the existing studies have limited performance in repairing …

Multilingual entity alignment by abductive knowledge reasoning on multiple knowledge graphs

MU Akhtar, J Liu, Z Xie, X Cui, X Liu, B Huang - Engineering Applications of …, 2025 - Elsevier
Objectives: Entity alignment (EA) seeks to identify similar real-world objects in different
multilingual knowledge graphs (KGs), also known as ontology alignment. EA assists in …

A domain-oriented entity alignment approach based on filtering multi-type graph neural networks

Y Xu, J Zhong, S Zhang, C Li, P Li, Y Guo, Y Li… - Applied Sciences, 2023 - mdpi.com
Owing to the heterogeneity and incomplete information present in various domain
knowledge graphs, the alignment of distinct source entities that represent an identical real …

Chatbots in Educational Recommender Systems: A Systematic Literature Review

PCR Pinho, TT Primo - 2023 IEEE Frontiers in Education …, 2023 - ieeexplore.ieee.org
This summary refers to a full research article. The article presents a Systematic Literature
Review (SLR) that aims to characterize the use of conversational agents (CHATBOTS) in the …

Simplified multi-view graph neural network for multilingual knowledge graph completion

B Dong, C Bu, Y Zhu, S Ji, X Wu - Frontiers of Computer Science, 2025 - Springer
Abstract Knowledge graph completion (KGC) aims to fill in missing entities and relations
within knowledge graphs (KGs) to address their incompleteness. Most existing KGC models …

Cross-Language Entity Alignment Based on Dual-Relation Graph and Neighbor Entity Screening

X Zhang, W Zhang, H Wang - Electronics, 2023 - mdpi.com
Graph convolutional network-based methods have become mainstream for cross-language
entity alignment. The graph convolutional network has multi-order characteristics that not …

Synergy of Human Language Processing and Artificial Intelligence

V Vanitha, ASA Rai, D Vinodhini… - … on Advances in …, 2024 - ieeexplore.ieee.org
This study explores the intriguing harmony between human language processing and
artificial intelligence (AI). We delve into the intricate process of translating mental concepts …

MULTI-WD: Alat Kelengkapan Multibahasa untuk Data Wikidata

M Yani, LA Agustine, I Agustine - Jurnal Nasional Teknik Elektro dan … - journal.ugm.ac.id
Wikidata adalah sebuah knowldege graph (KG) yang mengalami perkembangan sangat
pesat. Hal ini disebabkan oleh dua hal. Pertama, data pada Wikidata dapat diakses dan …