OOIR: Observatory of International Research

Papers

(The TQCC of World Wide Web-Internet and Web Information Systems is 7. 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 2021-07-01 to 2025-07-01.)

Article	Citations
Preface to the special issue on the Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM) 2021	147
Soft dimensionality reduction for reinforcement data clustering	103
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	92
Efficient continuous kNN join over dynamic high-dimensional data	89
ELM-based data distribution model in ElasticChain	87
Discovering time series motifs of all lengths using dynamic time warping	86
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	78
Multi-stage dynamic disinformation detection with graph entropy guidance	65
An empirical study of pre-trained language models in simple knowledge graph question answering	62
DeepApp: characterizing dynamic user interests for mobile application recommendation	62
Event prediction from news text using subgraph embedding and graph sequence mining	61
An effective method for the protection of user health topic privacy for health information services	60
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	55
Robust website fingerprinting through resource loading sequence	53
Entity alignment via graph neural networks: a component-level study	46
Hierarchical adaptive evolution framework for privacy-preserving data publishing	40
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	40
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	39
Community aware graph embedding learning for item recommendation	38
Graph-aware collaborative reasoning for click-through rate prediction	37
Effective rule mining of sparse data based on transfer learning	36
Graph attention network based detection of causality for textual emotion-cause pair	30
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	29
Hypernetwork-driven centralized contrastive learning for federated graph classification	29
MACT: A multi-channel anonymous consensus based on Tor	29

Generalizable inductive relation prediction with causal subgraph	26
Path-enhanced explainable recommendation with knowledge graphs	25
Category-aware self-supervised graph neural network for session-based recommendation	24
PreKar: A learned performance predictor for knowledge graph stores	23
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	23
A reranking-based tweet retrieval approach for planned events	23
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	23
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	21
Distributed processing of spatiotemporal ocean data: a survey	21
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	21
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	19
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	19
LEOnto+: a scalable ontology enrichment approach	18
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	17
GroupMO: a memory-augmented meta-optimized model for group recommendation	17
SSDLog: a semi-supervised dual branch model for log anomaly detection	17
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	16
Self-supervised end-to-end graph local clustering	15
Long short-term enhanced memory for sequential recommendation	15
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	15
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	14
Exploring highly concise and accurate text matching model with tiny weights	14
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism	14
Multi-objective optimisation based fuzzy association rule mining method	14
Learning refined features for open-world text classification with class description and commonsense knowledge	14
A novel robust memetic algorithm for dynamic community structures detection in complex networks	13
LIFOSS: a learned index scheme for streaming scenarios	13
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	13
TransO: a knowledge-driven representation learning method with ontology information constraints	13
DySpec: Faster speculative decoding with dynamic token tree structure	13
Polarity-based graph neural network for sign prediction in signed bipartite graphs	13
Time-optimal and privacy preserving route planning for carpool policy	12
Extracting nonlinear neural topics with neural variational bayes	12
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	12
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	12
Continuous similarity join over geo-textual data streams	12
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	12
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	12
Performance analysis of trigger frame in enhanced UL and DL MU MIMO transmissions	12
A SHAP-based controversy analysis through communities on Twitter	12
Fast datalog evaluation for batch and stream graph processing	12
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	11
A NOx emission prediction hybrid method based on boiler data feature subset selection	11
Drug traceability system based on semantic blockchain and on a reputation method	11
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	11
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	11
HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	11
Continuous spatial keyword query processing over geo-textual data streams	11
A graph neural network incorporating spatio-temporal information for location recommendation	11
Improving medical experts’ efficiency of misinformation detection: an exploratory study	11

CSR: A community based spreaders ranking algorithm for influence maximization in social networks	10
Durable reverse top-k queries on time-varying preference	10
Group-to-group recommendation with neural graph matching	10
Multi-type factors representation learning for deep learning-based knowledge tracing	10
Description and demonstration guided data augmentation for sequence tagging	10
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture	10
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	10
Persistent graph stream summarization for real-time graph analytics	10
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	10
Community search over large semantic-based attribute graphs	10
Durable queries over non-synchronized temporal data	10
Knowledge-graph-enabled biomedical entity linking: a survey	10
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	9
Assessing awareness of environmental sustainability in machine learning research	9
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	9
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	9
Graph convolutional network for difficulty-controllable visual question generation	9
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	9
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	9
An efficient privacy-preserving blockchain storage method for internet of things environment	9
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	9
Course map learning with graph convolutional network based on AuCM	9
Editor’s note: Special issue on Fairness-driven User Behavior Modelling and Analysis for Online Recommendation	9
Cloud storage cost: a taxonomy and survey	8
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	8
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	8
Multi-label transfer learning via latent graph alignment	8
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion	8
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	8
Clustering-enhanced stock price prediction using deep learning	8
FSSDroid: Feature subset selection for Android malware detection	8
IBE-BCIOT: an IBE based cross-chain communication mechanism of blockchain in IoT	8
A generation probability based percolation network alignment method	8
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	8
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
A federated learning model based on filtering strategy	7
Multi-role social behavior modeling in content-free news recommendation	7
Computing reverse nearest neighbourhood on road maps	7
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation	7
Group homophily based facility location selection in geo-social networks	7
A cross-domain knowledge tracing model based on graph optimal transport	7
Efficient feature redundancy reduction for image denoising	7