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	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
Graph attention network based detection of causality for textual emotion-cause pair	24
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
TiDGRec: dual-graph modeling with target-intention filtering for session-based recommendation	22
Graph-aware collaborative reasoning for click-through rate prediction	22

Hypernetwork-driven centralized contrastive learning for federated graph classification	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
PreKar: A learned performance predictor for knowledge graph stores	17
Recommendation and explanation in road safety: a holistic exploration of multifaceted road risk	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
Self-supervised end-to-end graph local clustering	14
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
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
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
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
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
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
Persistent graph stream summarization for real-time graph analytics	10

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
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
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
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
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	7
Multi-label transfer learning via latent graph alignment	7
A survey on large language models for recommendation	7
Group homophily based facility location selection in geo-social networks	7
Multi-role social behavior modeling in content-free news recommendation	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	7
Clustering-enhanced stock price prediction using deep learning	7
A federated learning model based on filtering strategy	7
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	7
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation	7
Attention-based hierarchical denoised deep clustering network	7
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
On-chain repairing for multi-party data migration	6
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	6
Design of vehicle certification schemes in IoV based on blockchain	6
Adaptive retrofitting for industrial machines: utilizing webassembly and peer-to-peer connectivity on the edge	6
Meta-path automatically extracted from heterogeneous information network for recommendation	6
A probabilistic automata-based network attack-defense game model for data security by using security service chain	6
Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS)	6
Computing reverse nearest neighbourhood on road maps	6
A cross-domain knowledge tracing model based on graph optimal transport	6
Efficient maintenance of highway cover labelling for distance queries on large dynamic graphs	6
On the role of personality in attitudes toward AI: Do AI’s freedom of choice and social proof matter?	6
AskMe: joint individual-level and community-level behavior interaction for question recommendation	6
TSEE: a novel knowledge embedding framework for cyberspace security	6
Efficient feature redundancy reduction for image denoising	6
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	6
Maximal paths recipe for constructing Web user sessions	6
A DRL-based online VM scheduler for cost optimization in cloud brokers	6
Special Issue of Graph Data Management, Mining, and Applications (APWeb-WAIM 2020)	6
Super-resolution-based part collaboration network for vehicle re-identification	6
Graph neural network for recommendation in complex and quaternion spaces	5
HTSE: hierarchical time-surface model for temporal knowledge graph embedding	5
TULRN: Trajectory user linking on road networks	5
Contrastive learning for next-basket recommendation	5
The medium is the message: toxicity declines in structured vs unstructured online deliberations	5
Spatial-temporal meta-path guided explainable crime prediction	5
Multi-view context awareness based transport stay hotspot recognizing	5
CCT-GNN: Collaborative category and time-aware graph neural networks for session-based recommendation systems	5
Transferable universal adversarial perturbations against speaker recognition systems	5
TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs	5
Compression techniques for 2-hop labeling for shortest distance queries	5
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation	5
Object detection network pruning with multi-task information fusion	5
An efficient and effective approach for multi-fact extraction from text corpus	5
Modeling the social influence of COVID-19 via personalized propagation with deep learning	5
Editorial for Resource Management at the Edge for Future web, Mobile, and IoT Applications	5
Explicitly modeling relationships between domain-specific and domain-invariant interests for cross-domain recommendation	5
Balancing the scales: fair API service selection through adaptive provider adjustment	5
Group-based social diffusion in recommendation	5
DACAS: integration of attribute-based access control for northbound interface security in SDN	5

DPHM-Net:de-redundant multi-period hybrid modeling network for long-term series forecasting	5
Federated learning for supervised cross-modal retrieval	5
SS4CTR: a semi-supervised framework for enhancing click-through rate prediction in sparse and imbalanced data	5
Generative adversarial network for unsupervised multi-lingual knowledge graph entity alignment	5
Invariant representation learning to popularity distribution shift for recommendation	4
Quantifying controversy from stance, sentiment, offensiveness and sarcasm: a fine-grained controversy intensity measurement framework on a Chinese dataset	4
Multi-hop neighbor fusion enhanced hierarchical transformer for multi-modal knowledge graph completion	4
Editor’s note: Special issue on knowledge-graph-enabled methods and applications for the future web	4
Guest Editorial: WWWJ Special Issue of the 22th International Conference on Web Information Systems Engineering (WISE 2021)	4
A data-centric framework of improving graph neural networks for knowledge graph embedding	4
Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world	4
Use of prompt-based learning for code-mixed and code-switched text classification	4
Beyond model splitting: Preventing label inference attacks in vertical federated learning with dispersed training	4
A heterogeneous graph-based semi-supervised learning framework for access control decision-making	4
Contrastive heterogeneous graphs learning for multi-hop machine reading comprehension	4
How the four-nodes motifs work in heterogeneous node representation?	4
Securing recommender system via cooperative training	4
Sentence-graph-level knowledge injection with multi-task learning	4
Metacognition-driven user-to-project recommendation for online education services	4
Efficiently computing alternative paths in game maps	4
Glider: rethinking congestion control with deep reinforcement learning	4
Link prediction in complex networks using node centrality and light gradient boosting machine	4
A subspace constraint based approach for fast hierarchical graph embedding	4
A text and GNN based controversy detection method on social media	4
Influence-Aware Successive Point-of-Interest Recommendation	4
SGPT: Semantic graphs based pre-training for aspect-based sentiment analysis	4
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification	4
KC-GEE: knowledge-based conditioning for generative event extraction	4
Efficient legal contract clause extraction using a QA-based knowledge distillation approach	4
Knowledge and data integrated paradigm for industrial operation completion time prediction	4
HOPLoP: multi-hop link prediction over knowledge graph embeddings	4
Top-k heavy weight triangles listing on graph stream	4
A distributed learning based sentiment analysis methods with Web applications	4
Robust self-tuning multi-view clustering	4
Optimization of maintenance personnel dispatching strategy in smart grid	4
Towards efficient simulation-based constrained temporal graph pattern matching	4
SocialCU: integrating commonalities and uniqueness of users and items for social recommendation	4
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
EWDP: event-wise differential privacy for efficient electric vehicles infrastructure	3
Joint marginal and central sample learning for domain adaptation	3
Chinese legal adversarial text generation based on interpretable perturbation strategies	3
Enhancing bitcoin transaction confirmation prediction: a hybrid model combining neural networks and XGBoost	3
Leverage knowledge graph and GCN for fine-grained-level clickbait detection	3
A generalized multi-skill aggregation method for cognitive diagnosis	3
What have we learned from OpenReview?	3
Integrating context and criteria: a multi-head attention-based approach for multi-criteria group recommender systems	3
Multi-label out-of-distribution detection with spectral normalized joint energy	3
A stealthy and robust backdoor attack via frequency domain transform	3
Efficient information diffusion in time-varying graphs through deep reinforcement learning	3
DPNLP: distance based peripheral nodes label propagation algorithm for community detection in social networks	3
Zebra: A novel method for optimizing text classification query in overload scenario	3
CrowdMed-II: a blockchain-based framework for efficient consent management in health data sharing	3
Empowering reciprocal recommender system using contextual bandits and argumentation based explanations	3
Editor’s note: Special Issue on Data Security Governance Technologies for Web 3.0	3
Sequential-hierarchical attention network: Exploring the hierarchical intention feature in POI recommendation	3
Task offloading for vehicular edge computing with edge-cloud cooperation	3
Lifelong topic modeling with knowledge-enhanced adversarial network	3
pFind: Privacy-preserving lost object finding in vehicular crowdsensing	3
Open knowledge base canonicalization with multi-task learning	3
Toward accurate weight-based measurement and periodic edge measurement in graph stream	3
Microservices priority estimation for IoT platform based on analytic hierarchy process and fuzzy comprehensive method	3
When large language models meet personalization: perspectives of challenges and opportunities	3
Integrating fine-grained attention into multi-task learning for knowledge tracing	3
A vision-language model with multi-granular knowledge fusion in medical imaging	3
Few-shot named entity recognition with hybrid multi-prototype learning	3
Structured anchor-inferred graph learning for universal incomplete multi-view clustering	3
Leveraging the fine-grained user preferences with graph neural networks for recommendation	3
Personalized sampling graph collection with local differential privacy for link prediction	3
bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery	3