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 2022-06-01 to 2026-06-01.)

Article	Citations
LD-RPQB: a benchmark for regular path queries based on length distribution	313
C2DP: CLIP-conditioned knowledge distillation for membership inference privacy protection	285
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	264
Soft dimensionality reduction for reinforcement data clustering	198
DeepApp: characterizing dynamic user interests for mobile application recommendation	103
An effective method for the protection of user health topic privacy for health information services	71
Discovering time series motifs of all lengths using dynamic time warping	41
Efficient continuous kNN join over dynamic high-dimensional data	37
Multi-stage dynamic disinformation detection with graph entropy guidance	33
An empirical study of pre-trained language models in simple knowledge graph question answering	32
Robust website fingerprinting through resource loading sequence	28
Hierarchical adaptive evolution framework for privacy-preserving data publishing	27
Graph attention network based detection of causality for textual emotion-cause pair	26
Entity alignment via graph neural networks: a component-level study	26
Graph-aware collaborative reasoning for click-through rate prediction	26
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	26
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	26
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	25
Community aware graph embedding learning for item recommendation	22
Hypernetwork-driven centralized contrastive learning for federated graph classification	22
TiDGRec: dual-graph modeling with target-intention filtering for session-based recommendation	21
Generalizable inductive relation prediction with causal subgraph	20
MACT: A multi-channel anonymous consensus based on Tor	19
Category-aware self-supervised graph neural network for session-based recommendation	19
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	18

Recommendation and explanation in road safety: a holistic exploration of multifaceted road risk	18
An efficient knowledge graph storage framework with adaptive query processing and online updating	18
GroupMO: a memory-augmented meta-optimized model for group recommendation	18
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	18
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	17
Distributed processing of spatiotemporal ocean data: a survey	16
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	16
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	16
SSDLog: a semi-supervised dual branch model for log anomaly detection	16
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	15
Curriculum-scheduled knowledge distillation from multiple pre-trained teachers for multi-domain sequential recommendation	15
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	15
Spatial analysis of COVID-19 and the Russia–Ukraine war impacts on natural gas flows using statistical and machine learning models	15
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	15
Exploring highly concise and accurate text matching model with tiny weights	14
Multi-objective optimisation based fuzzy association rule mining method	14
Self-supervised end-to-end graph local clustering	14
Semantic sentiment based LDA for detecting sentiments of short texts	14
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	13
STLLM-Rec: enhancing explainable recommendation via self-training LLMs	12
DySpec: Faster speculative decoding with dynamic token tree structure	12
DPP-CL: orthogonal subspace continual learning for dialogue policy planning	12
Learning refined features for open-world text classification with class description and commonsense knowledge	11
Persistent graph stream summarization for real-time graph analytics	11
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	11
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	11
A novel robust memetic algorithm for dynamic community structures detection in complex networks	11
Continuous similarity join over geo-textual data streams	11
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	10
A SHAP-based controversy analysis through communities on Twitter	10
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	10
Improving medical experts’ efficiency of misinformation detection: an exploratory study	10
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	10
A NOx emission prediction hybrid method based on boiler data feature subset selection	9
A graph neural network incorporating spatio-temporal information for location recommendation	9
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	9
Drug traceability system based on semantic blockchain and on a reputation method	9
HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	9
Knowledge-graph-enabled biomedical entity linking: a survey	9
Durable reverse top-k queries on time-varying preference	8
Group-to-group recommendation with neural graph matching	8
ElitePT: A scheduling strategy for planned task in airborne cloud computing environment	8
Course map learning with graph convolutional network based on AuCM	8
Context-driven cold-start Web traffic forecasting	8
NPAC: numeric pattern aware compression algorithm for floating-point time-series data	8
An efficient privacy-preserving blockchain storage method for internet of things environment	8
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	8
Durable queries over non-synchronized temporal data	8
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	8
MHGCL: Combining Motif and Homogeneity in graph contrastive learning	8

Efficient approximation and privacy preservation algorithms for real time online evolving data streams	8
FSSDroid: Feature subset selection for Android malware detection	7
A federated learning model based on filtering strategy	7
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	7
Knowledge-aware recommendation system based on cohesive and collaborative enhanced contrastive learning	7
Avoiding unproductive SPARQL queries through optimized indices	7
A cross-domain knowledge tracing model based on graph optimal transport	7
Multi-role social behavior modeling in content-free news recommendation	7
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	7
Editor’s note: Special issue on Fairness-driven User Behavior Modelling and Analysis for Online Recommendation	7
MHGCA: Multi-scale heterogeneous graph learning with content-structure alignment for social spammer detection	7
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	7
The Death of the X-XSS-Protection Header: A Web Security Post-Mortem	7
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion	7
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	7
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	7
Cloud storage cost: a taxonomy and survey	7
Graph convolutional network for difficulty-controllable visual question generation	7
Assessing awareness of environmental sustainability in machine learning research	7