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 2021-08-01 to 2025-08-01.)

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	163
Soft dimensionality reduction for reinforcement data clustering	114
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	109
An effective method for the protection of user health topic privacy for health information services	107
ELM-based data distribution model in ElasticChain	90
Discovering time series motifs of all lengths using dynamic time warping	87
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	85
DeepApp: characterizing dynamic user interests for mobile application recommendation	65
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
Efficient continuous kNN join over dynamic high-dimensional data	56
Event prediction from news text using subgraph embedding and graph sequence mining	53
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	47
Robust website fingerprinting through resource loading sequence	42
Entity alignment via graph neural networks: a component-level study	41
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	40
Hierarchical adaptive evolution framework for privacy-preserving data publishing	38
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	37
Community aware graph embedding learning for item recommendation	36
Graph-aware collaborative reasoning for click-through rate prediction	33
Effective rule mining of sparse data based on transfer learning	31
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
MACT: A multi-channel anonymous consensus based on Tor	27
Hypernetwork-driven centralized contrastive learning for federated graph classification	26

Generalizable inductive relation prediction with causal subgraph	24
A reranking-based tweet retrieval approach for planned events	24
Category-aware self-supervised graph neural network for session-based recommendation	24
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	23
PreKar: A learned performance predictor for knowledge graph stores	23
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	21
Recommendation and explanation in road safety: a holistic exploration of multifaceted road risk	21
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	20
Distributed processing of spatiotemporal ocean data: a survey	20
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	20
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	18
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	17
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	17
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	15
SSDLog: a semi-supervised dual branch model for log anomaly detection	15
LEOnto+: a scalable ontology enrichment approach	15
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	15
Self-supervised end-to-end graph local clustering	14
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism	14
Long short-term enhanced memory for sequential recommendation	14
Learning refined features for open-world text classification with class description and commonsense knowledge	14
GroupMO: a memory-augmented meta-optimized model for group recommendation	14
Exploring highly concise and accurate text matching model with tiny weights	13
Time-optimal and privacy preserving route planning for carpool policy	13
Polarity-based graph neural network for sign prediction in signed bipartite graphs	13
TransO: a knowledge-driven representation learning method with ontology information constraints	13
DySpec: Faster speculative decoding with dynamic token tree structure	13
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	13
A novel robust memetic algorithm for dynamic community structures detection in complex networks	13
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	13
A NOx emission prediction hybrid method based on boiler data feature subset selection	12
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	12
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	12
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	12
Fast datalog evaluation for batch and stream graph processing	12
Multi-objective optimisation based fuzzy association rule mining method	12
Extracting nonlinear neural topics with neural variational bayes	12
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	12
LIFOSS: a learned index scheme for streaming scenarios	12
Continuous similarity join over geo-textual data streams	12
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	11
Persistent graph stream summarization for real-time graph analytics	11
Multi-type factors representation learning for deep learning-based knowledge tracing	11
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	11
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	11
Knowledge-graph-enabled biomedical entity linking: a survey	11
Community search over large semantic-based attribute graphs	11
Continuous spatial keyword query processing over geo-textual data streams	11
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	11
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	11

HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	11
A SHAP-based controversy analysis through communities on Twitter	10
Durable reverse top-k queries on time-varying preference	10
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture	10
A graph neural network incorporating spatio-temporal information for location recommendation	10
Drug traceability system based on semantic blockchain and on a reputation method	10
Durable queries over non-synchronized temporal data	10
Improving medical experts’ efficiency of misinformation detection: an exploratory study	10
Description and demonstration guided data augmentation for sequence tagging	10
Group-to-group recommendation with neural graph matching	10
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	9
MHGCL: Combining Motif and Homogeneity in graph contrastive learning	9
Assessing awareness of environmental sustainability in machine learning research	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
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	9
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	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
An efficient privacy-preserving blockchain storage method for internet of things environment	9
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	9
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	9
Cloud storage cost: a taxonomy and survey	8
FSSDroid: Feature subset selection for Android malware detection	8
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation	8
Graph convolutional network for difficulty-controllable visual question generation	8
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	8
Multi-label transfer learning via latent graph alignment	8
IBE-BCIOT: an IBE based cross-chain communication mechanism of blockchain in IoT	8
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion	8
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	8
Clustering-enhanced stock price prediction using deep learning	7
A federated learning model based on filtering strategy	7
A fairness-aware multi-stakeholder recommender system	7
Multi-role social behavior modeling in content-free news recommendation	7
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
Efficient feature redundancy reduction for image denoising	7
Attention-based hierarchical denoised deep clustering network	7
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	7
Computing reverse nearest neighbourhood on road maps	7
A cross-domain knowledge tracing model based on graph optimal transport	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7