World Wide Web-Internet and Web Information Systems

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	138
Soft dimensionality reduction for reinforcement data clustering	97
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	89
Efficient continuous kNN join over dynamic high-dimensional data	86
DeepApp: characterizing dynamic user interests for mobile application recommendation	84
ELM-based data distribution model in ElasticChain	73
Discovering time series motifs of all lengths using dynamic time warping	64
Event prediction from news text using subgraph embedding and graph sequence mining	63
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	60
Multi-stage dynamic disinformation detection with graph entropy guidance	60
An empirical study of pre-trained language models in simple knowledge graph question answering	59
An effective method for the protection of user health topic privacy for health information services	55
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	55
Deep medical cross-modal attention hashing	50
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	40
Hierarchical adaptive evolution framework for privacy-preserving data publishing	38
Entity alignment via graph neural networks: a component-level study	37
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	37
Path-enhanced explainable recommendation with knowledge graphs	36
Community aware graph embedding learning for item recommendation	35
Graph-aware collaborative reasoning for click-through rate prediction	29
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

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
MACT: A multi-channel anonymous consensus based on Tor	23
Generalizable inductive relation prediction with causal subgraph	23
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	22
A reranking-based tweet retrieval approach for planned events	22
Category-aware self-supervised graph neural network for session-based recommendation	22
PreKar: A learned performance predictor for knowledge graph stores	21
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	21
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	20
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	19
GroupMO: a memory-augmented meta-optimized model for group recommendation	19
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	19
Distributed processing of spatiotemporal ocean data: a survey	19
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	17
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	17
LEOnto+: a scalable ontology enrichment approach	16
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	16
SSDLog: a semi-supervised dual branch model for log anomaly detection	16
Discovering key users for defending network structural stability	15
Learning refined features for open-world text classification with class description and commonsense knowledge	15
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	15
Self-supervised end-to-end graph local clustering	15
Long short-term enhanced memory for sequential recommendation	15
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	14
Multi-objective optimisation based fuzzy association rule mining method	14
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism	14
Polarity-based graph neural network for sign prediction in signed bipartite graphs	14
DySpec: Faster speculative decoding with dynamic token tree structure	13
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	13
LIFOSS: a learned index scheme for streaming scenarios	13
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	13
TransO: a knowledge-driven representation learning method with ontology information constraints	13
Exploring highly concise and accurate text matching model with tiny weights	13
Time-optimal and privacy preserving route planning for carpool policy	13
A novel robust memetic algorithm for dynamic community structures detection in complex networks	13
Extracting nonlinear neural topics with neural variational bayes	12
A SHAP-based controversy analysis through communities on Twitter	12
Performance analysis of trigger frame in enhanced UL and DL MU MIMO transmissions	12
Continuous similarity join over geo-textual data streams	12
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	12
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	12
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily	12
Fast datalog evaluation for batch and stream graph processing	12
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
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	11
A NOx emission prediction hybrid method based on boiler data feature subset selection	11
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	11
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	11

Continuous spatial keyword query processing over geo-textual data streams	11
A graph neural network incorporating spatio-temporal information for location recommendation	11
Improving medical experts’ efficiency of misinformation detection: an exploratory study	11
Description and demonstration guided data augmentation for sequence tagging	10
A customisable pipeline for the semi-automated discovery of online activists and social campaigns on Twitter	10
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture	10
Multi-type factors representation learning for deep learning-based knowledge tracing	10
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	10
Drug traceability system based on semantic blockchain and on a reputation method	10
Durable reverse top-k queries on time-varying preference	10
Community search over large semantic-based attribute graphs	10
Knowledge-graph-enabled biomedical entity linking: a survey	10
Cyclic label propagation for graph semi-supervised learning	10
Durable queries over non-synchronized temporal data	10
Persistent graph stream summarization for real-time graph analytics	10
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	9
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	9
Editor’s note: Special issue on Fairness-driven User Behavior Modelling and Analysis for Online Recommendation	9
Group-to-group recommendation with neural graph matching	9
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	9
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	9
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	9
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	9
An efficient privacy-preserving blockchain storage method for internet of things environment	9
Course map learning with graph convolutional network based on AuCM	9
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	9
IBE-BCIOT: an IBE based cross-chain communication mechanism of blockchain in IoT	8
Multi-label transfer learning via latent graph alignment	8
A fairness-aware multi-stakeholder recommender system	8
KPLLM-STE: Knowledge-enhanced and prompt-aware large language models for short-text expansion	8
Cloud storage cost: a taxonomy and survey	8
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	8
Clustering-enhanced stock price prediction using deep learning	8
FSSDroid: Feature subset selection for Android malware detection	8
Graph convolutional network for difficulty-controllable visual question generation	8
Cross-platform product matching based on entity alignment of knowledge graph with raea model	8
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	8
A generation probability based percolation network alignment method	7
A federated learning model based on filtering strategy	7
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	7
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	7
On-chain repairing for multi-party data migration	7
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation	7
Computing reverse nearest neighbourhood on road maps	7
Efficient feature redundancy reduction for image denoising	7
Multi-role social behavior modeling in content-free news recommendation	7
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	7
Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS)	7
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
Group homophily based facility location selection in geo-social networks	7
A cross-domain knowledge tracing model based on graph optimal transport	7
Attention-based hierarchical denoised deep clustering network	7
A survey on large language models for recommendation	7
TSEE: a novel knowledge embedding framework for cyberspace security	7
An efficient and effective approach for multi-fact extraction from text corpus	6
Adaptive retrofitting for industrial machines: utilizing webassembly and peer-to-peer connectivity on the edge	6
Design of vehicle certification schemes in IoV based on blockchain	6
Efficient maintenance of highway cover labelling for distance queries on large dynamic graphs	6
Graph embedding based real-time social event matching for EBSNs recommendation	6
AskMe: joint individual-level and community-level behavior interaction for question recommendation	6
Special Issue of Graph Data Management, Mining, and Applications (APWeb-WAIM 2020)	6
Meta-path automatically extracted from heterogeneous information network for recommendation	6
Maximal paths recipe for constructing Web user sessions	6
A probabilistic automata-based network attack-defense game model for data security by using security service chain	6
Federated learning for supervised cross-modal retrieval	6
VEK: a vertex-oriented approach for edge k-core problem	6
A DRL-based online VM scheduler for cost optimization in cloud brokers	6
Super-resolution-based part collaboration network for vehicle re-identification	6
Semantic-aware heterogeneous information network embedding with incompatible meta-paths	6
Spatial-temporal meta-path guided explainable crime prediction	6
Attribute-aware explainable complementary clothing recommendation	5
Object detection network pruning with multi-task information fusion	5
DACAS: integration of attribute-based access control for northbound interface security in SDN	5
Transferable universal adversarial perturbations against speaker recognition systems	5
A data-centric framework of improving graph neural networks for knowledge graph embedding	5
To hop or not, that is the question: Towards effective multi-hop reasoning over knowledge graphs	5
The medium is the message: toxicity declines in structured vs unstructured online deliberations	5
DPHM-Net:de-redundant multi-period hybrid modeling network for long-term series forecasting	5
Editorial for Resource Management at the Edge for Future web, Mobile, and IoT Applications	5
Generative adversarial network for unsupervised multi-lingual knowledge graph entity alignment	5

Editor’s Note	5
Multi-view context awareness based transport stay hotspot recognizing	5
TULRN: Trajectory user linking on road networks	5
Modeling the social influence of COVID-19 via personalized propagation with deep learning	5
SS4CTR: a semi-supervised framework for enhancing click-through rate prediction in sparse and imbalanced data	5
ModalNet: an aspect-level sentiment classification model by exploring multimodal data with fusion discriminant attentional network	5
Multi-feature fusion point cloud completion network	5
Explicitly modeling relationships between domain-specific and domain-invariant interests for cross-domain recommendation	5
Compression techniques for 2-hop labeling for shortest distance queries	5
Powerful graph of graphs neural network for structured entity analysis	5
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation	5
Efficiently computing alternative paths in game maps	4
Top-k heavy weight triangles listing on graph stream	4
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification	4
Link prediction in complex networks using node centrality and light gradient boosting machine	4
Robust self-tuning multi-view clustering	4
Unified-memory-based hybrid processing for partition-oriented subgraph matching on GPU	4
Beyond model splitting: Preventing label inference attacks in vertical federated learning with dispersed training	4
KC-GEE: knowledge-based conditioning for generative event extraction	4
Use of prompt-based learning for code-mixed and code-switched text classification	4
Guest Editorial: WWWJ Special Issue of the 22th International Conference on Web Information Systems Engineering (WISE 2021)	4
A text and GNN based controversy detection method on social media	4
Influence-Aware Successive Point-of-Interest Recommendation	4
Editor’s note: Special issue on knowledge-graph-enabled methods and applications for the future web	4
Efficient critical relationships identification in bipartite networks	4
Quantifying controversy from stance, sentiment, offensiveness and sarcasm: a fine-grained controversy intensity measurement framework on a Chinese dataset	4
TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs	4
A subspace constraint based approach for fast hierarchical graph embedding	4
Towards efficient simulation-based constrained temporal graph pattern matching	4
SocialCU: integrating commonalities and uniqueness of users and items for social recommendation	4
Sentence-graph-level knowledge injection with multi-task learning	4
How the four-nodes motifs work in heterogeneous node representation?	4
A stealthy and robust backdoor attack via frequency domain transform	4
Optimization of maintenance personnel dispatching strategy in smart grid	4
CCT-GNN: Collaborative category and time-aware graph neural networks for session-based recommendation systems	4
Group-based social diffusion in recommendation	4
SGPT: Semantic graphs based pre-training for aspect-based sentiment analysis	4
HTSE: hierarchical time-surface model for temporal knowledge graph embedding	4
Invariant representation learning to popularity distribution shift for recommendation	4
Graph neural network for recommendation in complex and quaternion spaces	4
Contrastive heterogeneous graphs learning for multi-hop machine reading comprehension	4
Securing recommender system via cooperative training	4
Knowledge and data integrated paradigm for industrial operation completion time prediction	4
Critical Nodes Identification in Large Networks: The Inclined and Detached Models	3
Zebra: A novel method for optimizing text classification query in overload scenario	3
Sequential-hierarchical attention network: Exploring the hierarchical intention feature in POI recommendation	3
A vision-language model with multi-granular knowledge fusion in medical imaging	3
pFind: Privacy-preserving lost object finding in vehicular crowdsensing	3
Towards combinational relation linking over knowledge graphs	3
Glider: rethinking congestion control with deep reinforcement learning	3
Multi-hop neighbor fusion enhanced hierarchical transformer for multi-modal knowledge graph completion	3
A distributed learning based sentiment analysis methods with Web applications	3
Leveraging the fine-grained user preferences with graph neural networks for recommendation	3
A fault-tolerant optimization mechanism for spatiotemporal data analysis in flink	3
Empowering reciprocal recommender system using contextual bandits and argumentation based explanations	3
Leverage knowledge graph and GCN for fine-grained-level clickbait detection	3
Sparse relation prediction based on hypergraph neural networks in online social networks	3
What have we learned from OpenReview?	3
Open knowledge base canonicalization with multi-task learning	3
When large language models meet personalization: perspectives of challenges and opportunities	3
Microservices priority estimation for IoT platform based on analytic hierarchy process and fuzzy comprehensive method	3
Death comes but why: A multi-task memory-fused prediction for accurate and explainable illness severity in ICUs	3
Research on the impact of lithium battery ageing cycles on a data-driven lithium battery model	3
Efficient information diffusion in time-varying graphs through deep reinforcement learning	3
bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery	3
A generalized multi-skill aggregation method for cognitive diagnosis	3
Integrating fine-grained attention into multi-task learning for knowledge tracing	3
Foreseeing private car transfer between urban regions with multiple graph-based generative adversarial networks	3
Task offloading for vehicular edge computing with edge-cloud cooperation	3
Lifelong topic modeling with knowledge-enhanced adversarial network	3
Personalized sampling graph collection with local differential privacy for link prediction	3
Joint marginal and central sample learning for domain adaptation	3
Few-shot named entity recognition with hybrid multi-prototype learning	3
DPNLP: distance based peripheral nodes label propagation algorithm for community detection in social networks	3
A heterogeneous graph-based semi-supervised learning framework for access control decision-making	3
HOPLoP: multi-hop link prediction over knowledge graph embeddings	3
Metacognition-driven user-to-project recommendation for online education services	3
Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world	3
Structured anchor-inferred graph learning for universal incomplete multi-view clustering	3
Joint optimization of delay and cost for microservice composition in mobile edge computing	3
Chinese legal adversarial text generation based on interpretable perturbation strategies	3