OOIR: Observatory of International Research

Papers

(The TQCC of World Wide Web-Internet and Web Information Systems is 6. 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 2021-04-01 to 2025-04-01.)

Article	Citations
An efficient and effective approach for multi-fact extraction from text corpus	119
API-GNN: attribute preserving oriented interactive graph neural network	89
Scalable transactional relationship protection based on minimized replications for permissioned blockchain	85
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	82
Special issue on the 15th International Conference on Management of Digital EcoSystems (MEDES 2023) and the 27th International Database Engineered Applications Symposium (IDEAS 2023)	56
DIRS-KG: a KG-enhanced interactive recommender system based on deep reinforcement learning	55
Knowledge-graph-enabled biomedical entity linking: a survey	54
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	53
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	52
Continuous similarity join over geo-textual data streams	52
Empowering reciprocal recommender system using contextual bandits and argumentation based explanations	49
A SHAP-based controversy analysis through communities on Twitter	48
Integrating fine-grained attention into multi-task learning for knowledge tracing	48
Anomaly and change point detection for time series with concept drift	41
Soft dimensionality reduction for reinforcement data clustering	40
Modeling the social influence of COVID-19 via personalized propagation with deep learning	39
DFIAM: deep factorization integrated attention mechanism for smart TV recommendation	35
Knowledge-aware response selection with semantics underlying multi-turn open-domain conversations	35
A semi-supervised framework for concept-based hierarchical document clustering	35
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	33
GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning	33
A NOx emission prediction hybrid method based on boiler data feature subset selection	32
Incorporating structural knowledge into language models for open knowledge graph completion	28
Editorial for Resource Management at the Edge for Future web, Mobile, and IoT Applications	27
Object detection network pruning with multi-task information fusion	27

Multi-stage dynamic disinformation detection with graph entropy guidance	26
Universal adversarial perturbations generative network	26
Modeling dynamic spatiotemporal user preference for location prediction: a mutually enhanced method	25
CDAML: a cluster-based domain adaptive meta-learning model for cross domain recommendation	24
Multi-task attributed graphical lasso and its application in fund classification	21
DACAS: integration of attribute-based access control for northbound interface security in SDN	21
Efficient resource-aware control on SIP servers in 802.11n wireless edge networks	20
Discovering time series motifs of all lengths using dynamic time warping	20
A fault-tolerant optimization mechanism for spatiotemporal data analysis in flink	19
DPHM-Net:de-redundant multi-period hybrid modeling network for long-term series forecasting	19
Improving medical experts’ efficiency of misinformation detection: an exploratory study	18
Charge prediction modeling with interpretation enhancement driven by double-layer criminal system	16
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	16
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	16
PDA-GNN: propagation-depth-aware graph neural networks for recommendation	16
Community search over large semantic-based attribute graphs	16
Performance analysis of trigger frame in enhanced UL and DL MU MIMO transmissions	16
PopGR: Popularity reweighting for debiasing in group recommendation	16
Edge data based trailer inception probabilistic matrix factorization for context-aware movie recommendation	16
Graph embeddings in criminal investigation: towards combining precision, generalization and transparency	15
Identifying informative tweets during a pandemic via a topic-aware neural language model	15
SINN: A speaker influence aware neural network model for emotion detection in conversations	15
Extracting nonlinear neural topics with neural variational bayes	14
Critical Nodes Identification in Large Networks: The Inclined and Detached Models	14
Foreseeing private car transfer between urban regions with multiple graph-based generative adversarial networks	14
HetFS: a method for fast similarity search with ad-hoc meta-paths on heterogeneous information networks	13
CrowdMed-II: a blockchain-based framework for efficient consent management in health data sharing	13
A graph neural network incorporating spatio-temporal information for location recommendation	13
ECEQ: efficient multi-source contact event query processing for moving objects	13
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	13
McHa: a multistage clustering-based hierarchical attention model for knowledge graph-aware recommendation	12
Attribute-aware explainable complementary clothing recommendation	12
Persistent graph stream summarization for real-time graph analytics	12
Efficient continual cohesive subgraph search in large temporal graphs	12
HURI: Hybrid user risk identification in social networks	11
Efficient maintenance for maximal bicliques in bipartite graph streams	11
Event prediction from news text using subgraph embedding and graph sequence mining	11
The medium is the message: toxicity declines in structured vs unstructured online deliberations	11
TFPA: A traceable federated privacy aggregation protocol	11
Complex query answering over knowledge graphs foundation model using region embeddings on a lie group	10
Relation-aware aggregation network with auxiliary guidance for text-based person search	10
ELM-based data distribution model in ElasticChain	10
Enhancing bitcoin transaction confirmation prediction: a hybrid model combining neural networks and XGBoost	10
SS4CTR: a semi-supervised framework for enhancing click-through rate prediction in sparse and imbalanced data	10
Rumor blocking with pertinence set in large graphs	10
UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining	10
FPGN: follower prediction framework for infectious disease prevention	10
Desynchronization-attack-resilient audio watermarking mechanism for stereo signals using the linear correlation between channels	10
Continuous spatial keyword query processing over geo-textual data streams	10
An empirical study of pre-trained language models in simple knowledge graph question answering	10

ModalNet: an aspect-level sentiment classification model by exploring multimodal data with fusion discriminant attentional network	9
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	9
DeepApp: characterizing dynamic user interests for mobile application recommendation	9
Fast datalog evaluation for batch and stream graph processing	9
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation	9
Personalized tag recommendation via denoising auto-encoder	9
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	9
Chinese legal adversarial text generation based on interpretable perturbation strategies	9
Efficient continuous kNN join over dynamic high-dimensional data	9
TULRN: Trajectory user linking on road networks	8
An effective method for the protection of user health topic privacy for health information services	8
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	8
Drug traceability system based on semantic blockchain and on a reputation method	8
LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities	8
Joint optimization of delay and cost for microservice composition in mobile edge computing	8
BotFinder: a novel framework for social bots detection in online social networks based on graph embedding and community detection	8
Multi-type factors representation learning for deep learning-based knowledge tracing	8
Adaptive user multi-level and multi-interest preferences for sequential recommendation	8
DIMA: Distributed cooperative microservice caching for internet of things in edge computing by deep reinforcement learning	7
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	7
A data-centric framework of improving graph neural networks for knowledge graph embedding	7
Course map learning with graph convolutional network based on AuCM	7
Explicitly modeling relationships between domain-specific and domain-invariant interests for cross-domain recommendation	7
Transferable universal adversarial perturbations against speaker recognition systems	7
Powerful graph of graphs neural network for structured entity analysis	7
Group-based social diffusion in recommendation	7
Guest Editorial: Special issue on “Web-based intelligent financial services: emerging challenges and recent advances” in world wide web -- internet and web information systems	7
Knowledge-enhanced personalized hierarchical attention network for sequential recommendation	7
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	7
Editor’s Note	7
OntoMedRec: Logically-pretrained model-agnostic ontology encoders for medication recommendation	7
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	7
Durable queries over non-synchronized temporal data	7
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture	7
Robust website fingerprinting through resource loading sequence	7
Personalized federated learning with model interpolation among client clusters and its application in smart home	7
Editor’s Note	7
Data privacy preservation algorithm with k-anonymity	6
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	6
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	6
CCT-GNN: Collaborative category and time-aware graph neural networks for session-based recommendation systems	6
A joint sharing approach for online privacy preservation	6
EVSS: An efficient verifiable search scheme over encrypted cloud data	6
Special Issue on Synthetic Media on the Web	6
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification	6
Description and demonstration guided data augmentation for sequence tagging	6
Entity alignment via graph neural networks: a component-level study	6
Cyclic label propagation for graph semi-supervised learning	6
HTSE: hierarchical time-surface model for temporal knowledge graph embedding	6
DFedSN: Decentralized federated learning based on heterogeneous data in social networks	6
Deep medical cross-modal attention hashing	6
Generative adversarial network for unsupervised multi-lingual knowledge graph entity alignment	6
Decentralized collaborative business process execution using blockchain	6
Link prediction in complex networks using node centrality and light gradient boosting machine	6