OOIR: Observatory of International Research

Papers

(The H4-Index of Knowledge and Information Systems is 36. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Understanding stance classification of BERT models: an attention-based framework	478
An efficient joint framework for interacting knowledge graph and item recommendation	435
ASRec: adaptive sequential recommendation with dynamic and periodic preferences capturing	192
Graph theory-based mathematical modeling and analysis to predict a football dream team	163
Similarity enhancement of heterogeneous networks by weighted incorporation of information	136
An efficient rumor detection model based on deep learning and flower pollination algorithm	106
CCGCN: a complex composition graph convolutional network for temporal knowledge graph reasoning	101
Fast data-free model compression via dictionary-pair reconstruction	100
Feature decorrelation graph contrast learning based on PCA for recommendation	91
Enhancing knowledge graph embeddings for improved link prediction using graph neural networks	89
Multi-armed bandits in recommender systems: advances, challenges, and future prospects	89
Meta-heuristic endured deep learning model for big data classification: image analytics	82
Partially ordered stochastic conformance checking	82
Improved online learning algorithm combined with K-nearest hyperbox expansion for general fuzzy min–max neural networks	73
Extraction of structured logic forms from geometry problem descriptions	69
MG2Vec+: A multi-headed graph attention network for multigraph embedding	68
DQN-PACG: load regulation method based on DQN and multivariate prediction model	64
Networked data science: a unified network modeling framework	62
A robust adaptive linear regression method for severe noise	60
An online ensemble classification algorithm for multi-class imbalanced data stream	59
DeepIDDFS: efficient entity resolution with hybrid embeddings	58
Exploring interest community-based and interesage-powered recommendation scenarios	54
A novel image denoising algorithm combining attention mechanism and residual UNet network	52
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	51
A synthetic over-sampling method with minority and majority classes for imbalance problems	50

REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	47
Prompting visual dialog with implicit logical knowledge	47
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	46
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	46
Cross-modal associated learning with spatial–temporal attention for hot topic detection	43
Entity integrity management under data volume, variety and veracity	41
Interactive reinforced feature selection with traverse strategy	40
An efficient deep learning framework for occlusion face prediction system	37
Maximal $$\Delta $$-biclique enumeration in temporal bipartite graphs	37
SRREN: self-aware and relation-aware recurrent evolution network for temporal knowledge graph reasoning	36
Efficient apache spark-based approach for a probabilistic entity resolution	36
Multi-relational knowledge graph-based evolutionary multi-level personalized attention GNN for recommendation systems	36