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 2021-09-01 to 2025-09-01.)

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	173
Soft dimensionality reduction for reinforcement data clustering	142
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	129
ELM-based data distribution model in ElasticChain	107
Discovering time series motifs of all lengths using dynamic time warping	95
LD-RPQB: a benchmark for regular path queries based on length distribution	93
DeepApp: characterizing dynamic user interests for mobile application recommendation	87
Efficient continuous kNN join over dynamic high-dimensional data	69
Multi-stage dynamic disinformation detection with graph entropy guidance	67
An effective method for the protection of user health topic privacy for health information services	63
Event prediction from news text using subgraph embedding and graph sequence mining	57
An empirical study of pre-trained language models in simple knowledge graph question answering	50
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	43
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	42
Robust website fingerprinting through resource loading sequence	41
Entity alignment via graph neural networks: a component-level study	40
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	37
Hierarchical adaptive evolution framework for privacy-preserving data publishing	37
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	35
Community aware graph embedding learning for item recommendation	31
Graph-aware collaborative reasoning for click-through rate prediction	28
Effective rule mining of sparse data based on transfer learning	26
Graph attention network based detection of causality for textual emotion-cause pair	25
MACT: A multi-channel anonymous consensus based on Tor	24
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	24

Generalizable inductive relation prediction with causal subgraph	22
Hypernetwork-driven centralized contrastive learning for federated graph classification	22
Category-aware self-supervised graph neural network for session-based recommendation	21
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	21
A reranking-based tweet retrieval approach for planned events	21
PreKar: A learned performance predictor for knowledge graph stores	20
Recommendation and explanation in road safety: a holistic exploration of multifaceted road risk	19
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	18
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	15
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	15
Distributed processing of spatiotemporal ocean data: a survey	15
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	15
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	14
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	14
SSDLog: a semi-supervised dual branch model for log anomaly detection	14
LEOnto+: a scalable ontology enrichment approach	14
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	14
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	14
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	13
Self-supervised end-to-end graph local clustering	13
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism	13
GroupMO: a memory-augmented meta-optimized model for group recommendation	13
Exploring highly concise and accurate text matching model with tiny weights	13
Learning refined features for open-world text classification with class description and commonsense knowledge	13
Long short-term enhanced memory for sequential recommendation	13
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	12
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	12
Polarity-based graph neural network for sign prediction in signed bipartite graphs	12
Continuous similarity join over geo-textual data streams	12
TransO: a knowledge-driven representation learning method with ontology information constraints	12
Time-optimal and privacy preserving route planning for carpool policy	12
LIFOSS: a learned index scheme for streaming scenarios	12
A novel robust memetic algorithm for dynamic community structures detection in complex networks	12
Multi-objective optimisation based fuzzy association rule mining method	12
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	12
DySpec: Faster speculative decoding with dynamic token tree structure	12
Extracting nonlinear neural topics with neural variational bayes	12
A NOx emission prediction hybrid method based on boiler data feature subset selection	11
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	11
HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	11
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	11
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	11
Continuous spatial keyword query processing over geo-textual data streams	11
Multi-type factors representation learning for deep learning-based knowledge tracing	11
A graph neural network incorporating spatio-temporal information for location recommendation	11
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	11
Drug traceability system based on semantic blockchain and on a reputation method	11
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	11
Improving medical experts’ efficiency of misinformation detection: an exploratory study	11
Knowledge-graph-enabled biomedical entity linking: a survey	10

A SHAP-based controversy analysis through communities on Twitter	10
Fast datalog evaluation for batch and stream graph processing	10
Persistent graph stream summarization for real-time graph analytics	10
Community search over large semantic-based attribute graphs	10
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	10
Durable reverse top-k queries on time-varying preference	10
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	10
Description and demonstration guided data augmentation for sequence tagging	10
Durable queries over non-synchronized temporal data	10
Course map learning with graph convolutional network based on AuCM	9
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	9
MHGCL: Combining Motif and Homogeneity in graph contrastive learning	9
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	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
An efficient privacy-preserving blockchain storage method for internet of things environment	9
Group-to-group recommendation with neural graph matching	9
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	9
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	9
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
Cloud storage cost: a taxonomy and survey	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
Graph convolutional network for difficulty-controllable visual question generation	8
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	7
A federated learning model based on filtering strategy	7
Multi-role social behavior modeling in content-free news recommendation	7
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	7
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	7
A fairness-aware multi-stakeholder recommender system	7
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	7
Computing reverse nearest neighbourhood on road maps	7
Multi-label transfer learning via latent graph alignment	7
Group homophily based facility location selection in geo-social networks	7