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	163
Soft dimensionality reduction for reinforcement data clustering	114
Correction to: Influence‑Aware Successive Point‑of‑Interest Recommendation	109
An effective method for the protection of user health topic privacy for health information services	107
ELM-based data distribution model in ElasticChain	90
Discovering time series motifs of all lengths using dynamic time warping	87
Learning to effectively model spatial-temporal heterogeneity for traffic flow forecasting	85
DeepApp: characterizing dynamic user interests for mobile application recommendation	65
Multi-stage dynamic disinformation detection with graph entropy guidance	65
An empirical study of pre-trained language models in simple knowledge graph question answering	62
Efficient continuous kNN join over dynamic high-dimensional data	56
Event prediction from news text using subgraph embedding and graph sequence mining	53
DRA-ODM: a faster and more accurate deep recurrent attention dynamic model for object detection	47
Robust website fingerprinting through resource loading sequence	42
Entity alignment via graph neural networks: a component-level study	41
Foundation models matter: federated learning for multi-center tuberculosis diagnosis via adaptive regularization and model-contrastive learning	40
Hierarchical adaptive evolution framework for privacy-preserving data publishing	38
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation	37
Community aware graph embedding learning for item recommendation	36
Graph-aware collaborative reasoning for click-through rate prediction	33
Effective rule mining of sparse data based on transfer learning	31
Graph attention network based detection of causality for textual emotion-cause pair	30
Unveiling the impact of employee-customer familiarity on customer purchase intentions: an empirical investigation within the realm of web-based date analytics	29
MACT: A multi-channel anonymous consensus based on Tor	27
Hypernetwork-driven centralized contrastive learning for federated graph classification	26

Category-aware self-supervised graph neural network for session-based recommendation	24
Generalizable inductive relation prediction with causal subgraph	24
A reranking-based tweet retrieval approach for planned events	24
Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme	23
PreKar: A learned performance predictor for knowledge graph stores	23
Recommendation and explanation in road safety: a holistic exploration of multifaceted road risk	21
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	21
PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy	20
Distributed processing of spatiotemporal ocean data: a survey	20
Chunk-oriented dimension ordering for efficient range query processing on sparse multidimensional data	20
Bridging distribution gaps: invariant pattern discovery for dynamic graph learning	18
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance	17
MvHAAN: multi-view hierarchical attention adversarial network for person re-identification	17
HGNN-ETA: Heterogeneous graph neural network enriched with text attribute	15
SSDLog: a semi-supervised dual branch model for log anomaly detection	15
LEOnto+: a scalable ontology enrichment approach	15
A novel semantic-aware search scheme based on BCI-tree index over encrypted cloud data	15
Self-supervised end-to-end graph local clustering	14
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism	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
GroupMO: a memory-augmented meta-optimized model for group recommendation	14
Exploring highly concise and accurate text matching model with tiny weights	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
TransO: a knowledge-driven representation learning method with ontology information constraints	13
DySpec: Faster speculative decoding with dynamic token tree structure	13
Web-based practical privacy-preserving distributed image storage for financial services in cloud computing	13
A novel robust memetic algorithm for dynamic community structures detection in complex networks	13
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	13
LIFOSS: a learned index scheme for streaming scenarios	12
Continuous similarity join over geo-textual data streams	12
A NOx emission prediction hybrid method based on boiler data feature subset selection	12
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	12
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	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
Multi-objective optimisation based fuzzy association rule mining method	12
Extracting nonlinear neural topics with neural variational bayes	12
Integration and innovation of blockchain in Web3.0: current status and standardization prospects	12
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	11
Persistent graph stream summarization for real-time graph analytics	11
Multi-type factors representation learning for deep learning-based knowledge tracing	11
Enhancing robust semi-supervised graph alignment via adaptive optimal transport	11
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network	11
Knowledge-graph-enabled biomedical entity linking: a survey	11
Community search over large semantic-based attribute graphs	11
Continuous spatial keyword query processing over geo-textual data streams	11
LAMEE: a light all-MLP framework for time series prediction empowering recommendations	11
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	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	10
Durable reverse top-k queries on time-varying preference	10
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture	10
A graph neural network incorporating spatio-temporal information for location recommendation	10
Drug traceability system based on semantic blockchain and on a reputation method	10
Durable queries over non-synchronized temporal data	10
Improving medical experts’ efficiency of misinformation detection: an exploratory study	10
Description and demonstration guided data augmentation for sequence tagging	10
Group-to-group recommendation with neural graph matching	10
Efficient approximation and privacy preservation algorithms for real time online evolving data streams	9
PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks	9
MHGCL: Combining Motif and Homogeneity in graph contrastive learning	9
Assessing awareness of environmental sustainability in machine learning research	9
Course map learning with graph convolutional network based on AuCM	9
Editor’s note: Special issue on Fairness-driven User Behavior Modelling and Analysis for Online Recommendation	9
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	9
GCMT: a graph-contextualized multitask spatio-temporal joint prediction model for cellular trajectories	9
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	9
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing	9
An efficient privacy-preserving blockchain storage method for internet of things environment	9
EAGS: An extracting auxiliary knowledge graph model in multi-turn dialogue generation	9
Cloud storage cost: a taxonomy and survey	8
FSSDroid: Feature subset selection for Android malware detection	8
DeHier: decoupled and hierarchical graph neural networks for multi-interest session-based recommendation	8
Graph convolutional network for difficulty-controllable visual question generation	8
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	8
Multi-label transfer learning via latent graph alignment	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
EBSS: A secure blockchain-based sharing scheme for real estate financial credentials	8
Clustering-enhanced stock price prediction using deep learning	7
A federated learning model based on filtering strategy	7
A fairness-aware multi-stakeholder recommender system	7
Multi-role social behavior modeling in content-free news recommendation	7
FlowSpectrum: a concrete characterization scheme of network traffic behavior for anomaly detection	7
Efficient feature redundancy reduction for image denoising	7
Attention-based hierarchical denoised deep clustering network	7
Combining macro and micro: feature-driven dynamic graph learning for social media popularity prediction	7
Computing reverse nearest neighbourhood on road maps	7
A cross-domain knowledge tracing model based on graph optimal transport	7
Cross-platform product matching based on entity alignment of knowledge graph with raea model	7
Special Issue of Graph Data Management, Mining, and Applications (APWeb-WAIM 2020)	6
AskMe: joint individual-level and community-level behavior interaction for question recommendation	6
Meta-path automatically extracted from heterogeneous information network for recommendation	6
A survey on large language models for recommendation	6
TSEE: a novel knowledge embedding framework for cyberspace security	6
Semantic-aware heterogeneous information network embedding with incompatible meta-paths	6
Super-resolution-based part collaboration network for vehicle re-identification	6
Graph embedding based real-time social event matching for EBSNs recommendation	6
Federated learning for supervised cross-modal retrieval	6
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks	6
On-chain repairing for multi-party data migration	6
Efficient maintenance of highway cover labelling for distance queries on large dynamic graphs	6
Adaptive retrofitting for industrial machines: utilizing webassembly and peer-to-peer connectivity on the edge	6
A probabilistic automata-based network attack-defense game model for data security by using security service chain	6
Spatial-temporal meta-path guided explainable crime prediction	6
A DRL-based online VM scheduler for cost optimization in cloud brokers	6
Group homophily based facility location selection in geo-social networks	6
MAPPING: debiasing graph neural networks for fair node classification with limited sensitive information leakage	6
Editorial for the the special issue of WWW journal on Computational Aspects of Network Science (CAoNS)	6
Design of vehicle certification schemes in IoV based on blockchain	6
Maximal paths recipe for constructing Web user sessions	6
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
Multi-view context awareness based transport stay hotspot recognizing	5
HTSE: hierarchical time-surface model for temporal knowledge graph embedding	5
Group-based social diffusion in recommendation	5
Explicitly modeling relationships between domain-specific and domain-invariant interests for cross-domain recommendation	5
ModalNet: an aspect-level sentiment classification model by exploring multimodal data with fusion discriminant attentional network	5
DACAS: integration of attribute-based access control for northbound interface security in SDN	5
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation	5
An efficient and effective approach for multi-fact extraction from text corpus	5
TULRN: Trajectory user linking on road networks	5
Multi-feature fusion point cloud completion network	5
TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs	5
CCT-GNN: Collaborative category and time-aware graph neural networks for session-based recommendation systems	5
Compression techniques for 2-hop labeling for shortest distance queries	5
Contrastive learning for next-basket recommendation	5
SS4CTR: a semi-supervised framework for enhancing click-through rate prediction in sparse and imbalanced data	5

The medium is the message: toxicity declines in structured vs unstructured online deliberations	5
Transferable universal adversarial perturbations against speaker recognition systems	5
Generative adversarial network for unsupervised multi-lingual knowledge graph entity alignment	5
Graph neural network for recommendation in complex and quaternion spaces	5
Unified-memory-based hybrid processing for partition-oriented subgraph matching on GPU	5
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification	5
DPHM-Net:de-redundant multi-period hybrid modeling network for long-term series forecasting	5
Object detection network pruning with multi-task information fusion	5
Sentence-graph-level knowledge injection with multi-task learning	4
Efficiently computing alternative paths in game maps	4
KC-GEE: knowledge-based conditioning for generative event extraction	4
A stealthy and robust backdoor attack via frequency domain transform	4
Top-k heavy weight triangles listing on graph stream	4
A distributed learning based sentiment analysis methods with Web applications	4
Balancing the scales: fair API service selection through adaptive provider adjustment	4
SocialCU: integrating commonalities and uniqueness of users and items for social recommendation	4
Contrastive heterogeneous graphs learning for multi-hop machine reading comprehension	4
Securing recommender system via cooperative training	4
Glider: rethinking congestion control with deep reinforcement learning	4
Influence-Aware Successive Point-of-Interest Recommendation	4
A subspace constraint based approach for fast hierarchical graph embedding	4
Link prediction in complex networks using node centrality and light gradient boosting machine	4
How the four-nodes motifs work in heterogeneous node representation?	4
Robust self-tuning multi-view clustering	4
Invariant representation learning to popularity distribution shift for recommendation	4
A text and GNN based controversy detection method on social media	4
Use of prompt-based learning for code-mixed and code-switched text classification	4
Knowledge and data integrated paradigm for industrial operation completion time prediction	4
SGPT: Semantic graphs based pre-training for aspect-based sentiment analysis	4
Guest Editorial: WWWJ Special Issue of the 22th International Conference on Web Information Systems Engineering (WISE 2021)	4
Editor’s note: Special issue on knowledge-graph-enabled methods and applications for the future web	4
Towards efficient simulation-based constrained temporal graph pattern matching	4
A data-centric framework of improving graph neural networks for knowledge graph embedding	4
Beyond model splitting: Preventing label inference attacks in vertical federated learning with dispersed training	4
Optimization of maintenance personnel dispatching strategy in smart grid	4
Quantifying controversy from stance, sentiment, offensiveness and sarcasm: a fine-grained controversy intensity measurement framework on a Chinese dataset	4
Critical Nodes Identification in Large Networks: The Inclined and Detached Models	3
When large language models meet personalization: perspectives of challenges and opportunities	3
Integrating context and criteria: a multi-head attention-based approach for multi-criteria group recommender systems	3
Leveraging the fine-grained user preferences with graph neural networks for recommendation	3
Joint marginal and central sample learning for domain adaptation	3
HOPLoP: multi-hop link prediction over knowledge graph embeddings	3
Efficient information diffusion in time-varying graphs through deep reinforcement learning	3
Research on the impact of lithium battery ageing cycles on a data-driven lithium battery model	3
Zebra: A novel method for optimizing text classification query in overload scenario	3
Relation-aware aggregation network with auxiliary guidance for text-based person search	3
Chinese legal adversarial text generation based on interpretable perturbation strategies	3
Few-shot named entity recognition with hybrid multi-prototype learning	3
Task offloading for vehicular edge computing with edge-cloud cooperation	3
Personalized sampling graph collection with local differential privacy for link prediction	3
Microservices priority estimation for IoT platform based on analytic hierarchy process and fuzzy comprehensive method	3
A vision-language model with multi-granular knowledge fusion in medical imaging	3
bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery	3
pFind: Privacy-preserving lost object finding in vehicular crowdsensing	3
Multi-hop neighbor fusion enhanced hierarchical transformer for multi-modal knowledge graph completion	3
Metacognition-driven user-to-project recommendation for online education services	3
DPNLP: distance based peripheral nodes label propagation algorithm for community detection in social networks	3
Sequential-hierarchical attention network: Exploring the hierarchical intention feature in POI recommendation	3
Integrating fine-grained attention into multi-task learning for knowledge tracing	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
A generalized multi-skill aggregation method for cognitive diagnosis	3
Lifelong topic modeling with knowledge-enhanced adversarial network	3
Structured anchor-inferred graph learning for universal incomplete multi-view clustering	3
Open knowledge base canonicalization with multi-task learning	3
Towards combinational relation linking over knowledge graphs	3
A heterogeneous graph-based semi-supervised learning framework for access control decision-making	3
Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world	3
Death comes but why: A multi-task memory-fused prediction for accurate and explainable illness severity in ICUs	3
Multi-label out-of-distribution detection with spectral normalized joint energy	3
Empowering reciprocal recommender system using contextual bandits and argumentation based explanations	3
What have we learned from OpenReview?	3