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 2022-08-01 to 2026-08-01.)

Article	Citations
LD-RPQB: a benchmark for regular path queries based on length distribution	392
C2DP: CLIP-conditioned knowledge distillation for membership inference privacy protection	314
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	227
Soft dimensionality reduction for reinforcement data clustering	111
DeepApp: characterizing dynamic user interests for mobile application recommendation	42
An effective method for the protection of user health topic privacy for health information services	39
Discovering time series motifs of all lengths using dynamic time warping	33
Efficient continuous kNN join over dynamic high-dimensional data	32
Multi-stage dynamic disinformation detection with graph entropy guidance	30
DAIMS: a distributed multi-agent framework for explainable anomaly detection in web services using machine learning and semantic reasoning	28
An empirical study of pre-trained language models in simple knowledge graph question answering	28
Robust website fingerprinting through resource loading sequence	28
Hierarchical adaptive evolution framework for privacy-preserving data publishing	26
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	26
Entity alignment via graph neural networks: a component-level study	24
TiDGRec: dual-graph modeling with target-intention filtering for session-based recommendation	23
Category-aware self-supervised graph neural network for session-based recommendation	23
Graph attention network based detection of causality for textual emotion-cause pair	22
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	21
Hypernetwork-driven centralized contrastive learning for federated graph classification	21
Community aware graph embedding learning for item recommendation	20
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	20
Generalizable inductive relation prediction with causal subgraph	20
Fraud Detection framework integrating recommendation mechanisms for future representation augmentation	19
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
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	18
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	18
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	16
GroupMO: a memory-augmented meta-optimized model for group recommendation	16
Spatial analysis of COVID-19 and the Russia–Ukraine war impacts on natural gas flows using statistical and machine learning models	15
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	15
Curriculum-scheduled knowledge distillation from multiple pre-trained teachers for multi-domain sequential recommendation	15
Distributed processing of spatiotemporal ocean data: a survey	15
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	14
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	14
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	13
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	13
SSDLog: a semi-supervised dual branch model for log anomaly detection	13
Tensor-constrained consensus, partial-consensus and specificity components learning framework for incomplete multi-view clustering	12
Semantic sentiment based LDA for detecting sentiments of short texts	12
Exploring highly concise and accurate text matching model with tiny weights	12
DySpec: Faster speculative decoding with dynamic token tree structure	11
DPP-CL: orthogonal subspace continual learning for dialogue policy planning	11
Learning refined features for open-world text classification with class description and commonsense knowledge	11
STLLM-Rec: enhancing explainable recommendation via self-training LLMs	11
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	10
A SHAP-based controversy analysis through communities on Twitter	10
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	10
Persistent graph stream summarization for real-time graph analytics	10
A novel robust memetic algorithm for dynamic community structures detection in complex networks	10
HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	10
Knowledge-graph-enabled biomedical entity linking: a survey	10
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	10
Improving medical experts’ efficiency of misinformation detection: an exploratory study	10
A graph neural network incorporating spatio-temporal information for location recommendation	10
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	10
Durable queries over non-synchronized temporal data	9
Drug traceability system based on semantic blockchain and on a reputation method	9
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	9
A NOx emission prediction hybrid method based on boiler data feature subset selection	9
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	9
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	9
Durable reverse top-k queries on time-varying preference	8
NPAC: numeric pattern aware compression algorithm for floating-point time-series data	8
Knowledge-aware recommendation system based on cohesive and collaborative enhanced contrastive learning	8
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	8
MHGCA: Multi-scale heterogeneous graph learning with content-structure alignment for social spammer detection	8
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	8
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	8
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	8
Course map learning with graph convolutional network based on AuCM	8
Group-to-group recommendation with neural graph matching	8
ElitePT: A scheduling strategy for planned task in airborne cloud computing environment	8
An efficient privacy-preserving blockchain storage method for internet of things environment	8

Assessing awareness of environmental sustainability in machine learning research	8
MHGCL: Combining Motif and Homogeneity in graph contrastive learning	7
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion	7
Context-driven cold-start Web traffic forecasting	7
A cross-domain knowledge tracing model based on graph optimal transport	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
FSSDroid: Feature subset selection for Android malware detection	7
Graph convolutional network for difficulty-controllable visual question generation	7
Multi-role social behavior modeling in content-free news recommendation	7
Towards understanding news plagiarism: theoretical and experimental analysis	7
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	7
The Death of the X-XSS-Protection Header: A Web Security Post-Mortem	7
Cloud storage cost: a taxonomy and survey	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7
Avoiding unproductive SPARQL queries through optimized indices	7