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 2021-05-01 to 2025-05-01.)

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	128
Soft dimensionality reduction for reinforcement data clustering	93
Multi-stage dynamic disinformation detection with graph entropy guidance	87
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	86
Efficient continuous kNN join over dynamic high-dimensional data	71
DeepApp: characterizing dynamic user interests for mobile application recommendation	60
Discovering time series motifs of all lengths using dynamic time warping	57
ELM-based data distribution model in ElasticChain	57
An empirical study of pre-trained language models in simple knowledge graph question answering	56
Event prediction from news text using subgraph embedding and graph sequence mining	56
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	55
An effective method for the protection of user health topic privacy for health information services	53
Deep medical cross-modal attention hashing	52
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	49
Hierarchical adaptive evolution framework for privacy-preserving data publishing	42
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	42
Robust website fingerprinting through resource loading sequence	39
Entity alignment via graph neural networks: a component-level study	37
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	36
Path-enhanced explainable recommendation with knowledge graphs	35
Community aware graph embedding learning for item recommendation	33
Category-aware self-supervised graph neural network for session-based recommendation	33
On flexible cohesive subgraph mining	29
Graph attention network based detection of causality for textual emotion-cause pair	28
Effective rule mining of sparse data based on transfer learning	28

Graph-aware collaborative reasoning for click-through rate prediction	28
Hypernetwork-driven centralized contrastive learning for federated graph classification	26
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	25
Generalizable inductive relation prediction with causal subgraph	23
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	22
MACT: A multi-channel anonymous consensus based on Tor	22
PreKar: A learned performance predictor for knowledge graph stores	21
Clustering Enhanced Error-tolerant Top-k Spatio-textual Search	21
A reranking-based tweet retrieval approach for planned events	21
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	20
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	19
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	18
Fractal scaling laws for the dynamic evolution of sentiments in Never Let Me Go and their implications for writing, adaptation and reading of novels	17
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	17
Activity location inference of users based on social relationship	16
GroupMO: a memory-augmented meta-optimized model for group recommendation	16
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	16
Distributed processing of spatiotemporal ocean data: a survey	16
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	16
Discovering key users for defending network structural stability	15
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	15
SSDLog: a semi-supervised dual branch model for log anomaly detection	15
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	15
Learning refined features for open-world text classification with class description and commonsense knowledge	14
LEOnto+: a scalable ontology enrichment approach	14
Self-supervised end-to-end graph local clustering	14
Long short-term enhanced memory for sequential recommendation	14
TransO: a knowledge-driven representation learning method with ontology information constraints	13
Multi-objective optimisation based fuzzy association rule mining method	13
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	13
Exploring highly concise and accurate text matching model with tiny weights	13
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	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
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism	13
A novel robust memetic algorithm for dynamic community structures detection in complex networks	12
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	12
Performance analysis of trigger frame in enhanced UL and DL MU MIMO transmissions	12
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	12
Extracting nonlinear neural topics with neural variational bayes	12
LIFOSS: a learned index scheme for streaming scenarios	12
Continuous similarity join over geo-textual data streams	12
A SHAP-based controversy analysis through communities on Twitter	11
A NOx emission prediction hybrid method based on boiler data feature subset selection	11
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	11
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	11
Fast datalog evaluation for batch and stream graph processing	11
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	11
Continuous spatial keyword query processing over geo-textual data streams	11
Drug traceability system based on semantic blockchain and on a reputation method	10

Description and demonstration guided data augmentation for sequence tagging	10
A graph neural network incorporating spatio-temporal information for location recommendation	10
Improving medical experts’ efficiency of misinformation detection: an exploratory study	10
Persistent graph stream summarization for real-time graph analytics	10
Multi-type factors representation learning for deep learning-based knowledge tracing	10
Community search over large semantic-based attribute graphs	10
HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	10
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	10
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	10
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	10
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	10
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	10
Knowledge-graph-enabled biomedical entity linking: a survey	10
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	9
A customisable pipeline for the semi-automated discovery of online activists and social campaigns on Twitter	9
An efficient privacy-preserving blockchain storage method for internet of things environment	9
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture	9
Durable queries over non-synchronized temporal data	9
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	9
Cyclic label propagation for graph semi-supervised 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	8
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	8
FSSDroid: Feature subset selection for Android malware detection	8
Graph convolutional network for difficulty-controllable visual question generation	8
Editor’s note: Special issue on Fairness-driven User Behavior Modelling and Analysis for Online Recommendation	8
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	8
Group-to-group recommendation with neural graph matching	8
Cloud storage cost: a taxonomy and survey	8
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	8
Course map learning with graph convolutional network based on AuCM	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
Multi-label transfer learning via latent graph alignment	7
Attention-based hierarchical denoised deep clustering network	7
A generation probability based percolation network alignment method	7
A federated learning model based on filtering strategy	7
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	7
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	7
Computing reverse nearest neighbourhood on road maps	7
Efficient feature redundancy reduction for image denoising	7
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	7
A fairness-aware multi-stakeholder recommender system	7
Clustering-enhanced stock price prediction using deep learning	7
Group homophily based facility location selection in geo-social networks	7
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation	7