OOIR: Observatory of International Research

Papers

(The TQCC of World Wide Web-Internet and Web Information Systems is 8. 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 2021-11-01 to 2025-11-01.)

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	196
Soft dimensionality reduction for reinforcement data clustering	178
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	171
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	117
Event prediction from news text using subgraph embedding and graph sequence mining	116
LD-RPQB: a benchmark for regular path queries based on length distribution	97
DeepApp: characterizing dynamic user interests for mobile application recommendation	77
ELM-based data distribution model in ElasticChain	64
Discovering time series motifs of all lengths using dynamic time warping	53
Multi-stage dynamic disinformation detection with graph entropy guidance	48
An effective method for the protection of user health topic privacy for health information services	45
C2DP: CLIP-conditioned knowledge distillation for membership inference privacy protection	43
Efficient continuous kNN join over dynamic high-dimensional data	41
An empirical study of pre-trained language models in simple knowledge graph question answering	40
Hierarchical adaptive evolution framework for privacy-preserving data publishing	39
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	32
Robust website fingerprinting through resource loading sequence	31
Entity alignment via graph neural networks: a component-level study	29
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	28
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	25
Effective rule mining of sparse data based on transfer learning	24
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	24
Graph attention network based detection of causality for textual emotion-cause pair	24
Graph-aware collaborative reasoning for click-through rate prediction	22
Hypernetwork-driven centralized contrastive learning for federated graph classification	22

TiDGRec: dual-graph modeling with target-intention filtering for session-based recommendation	22
Community aware graph embedding learning for item 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	18
Recommendation and explanation in road safety: a holistic exploration of multifaceted road risk	17
PreKar: A learned performance predictor for knowledge graph stores	17
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	16
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	16
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	16
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	16
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	16
GroupMO: a memory-augmented meta-optimized model for group recommendation	15
LEOnto+: a scalable ontology enrichment approach	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	15
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	15
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	15
SSDLog: a semi-supervised dual branch model for log anomaly detection	15
Long short-term enhanced memory for sequential recommendation	14
Learning refined features for open-world text classification with class description and commonsense knowledge	14
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	14
Self-supervised end-to-end graph local clustering	14
Exploring highly concise and accurate text matching model with tiny weights	13
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	13
DySpec: Faster speculative decoding with dynamic token tree structure	13
Semantic sentiment based LDA for detecting sentiments of short texts	13
Multi-objective optimisation based fuzzy association rule mining method	13
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	13
Polarity-based graph neural network for sign prediction in signed bipartite graphs	13
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	12
Continuous similarity join over geo-textual data streams	12
TransO: a knowledge-driven representation learning method with ontology information constraints	12
A novel robust memetic algorithm for dynamic community structures detection in complex networks	12
DPP-CL: orthogonal subspace continual learning for dialogue policy planning	12
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	12
Time-optimal and privacy preserving route planning for carpool policy	12
LIFOSS: a learned index scheme for streaming scenarios	12
Fast datalog evaluation for batch and stream graph processing	12
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	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	11
Knowledge-graph-enabled biomedical entity linking: a survey	11
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	11
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	11
A graph neural network incorporating spatio-temporal information for location recommendation	11
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	11
Extracting nonlinear neural topics with neural variational bayes	11
Drug traceability system based on semantic blockchain and on a reputation method	11
Continuous spatial keyword query processing over geo-textual data streams	10

Multi-type factors representation learning for deep learning-based knowledge tracing	10
A NOx emission prediction hybrid method based on boiler data feature subset selection	10
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	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
Description and demonstration guided data augmentation for sequence tagging	10
Persistent graph stream summarization for real-time graph analytics	10
Durable queries over non-synchronized temporal data	9
Group-to-group recommendation with neural graph matching	9
MHGCL: Combining Motif and Homogeneity in graph contrastive learning	9
Durable reverse top-k queries on time-varying preference	9
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	9
Assessing awareness of environmental sustainability in machine learning research	9
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	9
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	9
Context-driven cold-start Web traffic forecasting	8
NPAC: numeric pattern aware compression algorithm for floating-point time-series data	8
Graph convolutional network for difficulty-controllable visual question generation	8
Cloud storage cost: a taxonomy and survey	8
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	8
Course map learning with graph convolutional network based on AuCM	8
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	8
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion	8
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	8
An efficient privacy-preserving blockchain storage method for internet of things environment	8
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	8
FSSDroid: Feature subset selection for Android malware detection	8
Editor’s note: Special issue on Fairness-driven User Behavior Modelling and Analysis for Online Recommendation	8