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 2020-10-01 to 2024-10-01.)

Article	Citations
Multi-center federated learning: clients clustering for better personalization	86
LSH-aware multitype health data prediction with privacy preservation in edge environment	81
Sentiment analysis and topic modeling for COVID-19 vaccine discussions	75
Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media	66
DDoS attacks in IoT networks: a comprehensive systematic literature review	59
A Bi-GRU with attention and CapsNet hybrid model for cyberbullying detection on social media	47
Attentive sequential model based on graph neural network for next poi recommendation	47
Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation	46
Deep fusion of multimodal features for social media retweet time prediction	44
High-order nonlocal Hashing for unsupervised cross-modal retrieval	43
Vulnerability exploitation time prediction: an integrated framework for dynamic imbalanced learning	43
A knowledge graph empowered online learning framework for access control decision-making	42
DIMA: Distributed cooperative microservice caching for internet of things in edge computing by deep reinforcement learning	40
A novel knowledge graph embedding based API recommendation method for Mashup development	40
Distributed attribute-based access control system using permissioned blockchain	38
Link prediction in complex networks using node centrality and light gradient boosting machine	29
TransO: a knowledge-driven representation learning method with ontology information constraints	28
Long short-term enhanced memory for sequential recommendation	26
ModalNet: an aspect-level sentiment classification model by exploring multimodal data with fusion discriminant attentional network	26
Persistent graph stream summarization for real-time graph analytics	24
CSR: A community based spreaders ranking algorithm for influence maximization in social networks	23
A hybrid approach for stock trend prediction based on tweets embedding and historical prices	22
Reinforced KGs reasoning for explainable sequential recommendation	21
A survey of typical attributed graph queries	21
Clustering-enhanced stock price prediction using deep learning	21

Task offloading for vehicular edge computing with edge-cloud cooperation	21
Auxiliary signal-guided knowledge encoder-decoder for medical report generation	21
Leaning compact and representative features for cross-modality person re-identification	20
Binarized graph neural network	19
IBE-BCIOT: an IBE based cross-chain communication mechanism of blockchain in IoT	19
Exploiting intra- and inter-session dependencies for session-based recommendations	17
Joint optimization of delay and cost for microservice composition in mobile edge computing	17
Explainable recommendation: when design meets trust calibration	17
Path-enhanced explainable recommendation with knowledge graphs	17
On prediction of traffic flows in smart cities: a multitask deep learning based approach	16
Towards understanding governance tokens in liquidity mining: a case study of decentralized exchanges	16
FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment	16
A survey on nature-inspired techniques for computation offloading and service placement in emerging edge technologies	15
HWOA: an intelligent hybrid whale optimization algorithm for multi-objective task selection strategy in edge cloud computing system	15
Solutions for concurrency conflict problem on Hyperledger Fabric	15
Efficient critical relationships identification in bipartite networks	15
Open-world knowledge graph completion with multiple interaction attention	15
Community-based influence maximization in location-based social network	15
PriMonitor: An adaptive tuning privacy-preserving approach for multimodal emotion detection	14
Efficient continual cohesive subgraph search in large temporal graphs	14
Decentralized collaborative business process execution using blockchain	13
Polarity-based graph neural network for sign prediction in signed bipartite graphs	13
Towards an attestation architecture for blockchain networks	13
Patent2Vec: Multi-view representation learning on patent-graphs for patent classification	13
GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning	13
Semantic-aware heterogeneous information network embedding with incompatible meta-paths	12
Core decomposition and maintenance in weighted graph	12
Activity location inference of users based on social relationship	12
Temporal high-order proximity aware behavior analysis on Ethereum	12
Data privacy preservation algorithm with k-anonymity	12
Contextual semantic embeddings for ontology subsumption prediction	11
Powerful graph of graphs neural network for structured entity analysis	11
Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN	11
Conspiracy vs science: A large-scale analysis of online discussion cascades	11
Multi-type factors representation learning for deep learning-based knowledge tracing	11
DPNLP: distance based peripheral nodes label propagation algorithm for community detection in social networks	11
Aspect-based sentiment analysis for online reviews with hybrid attention networks	11
A distributed learning based sentiment analysis methods with Web applications	10
Guest editorial: WWWJ special issue of the 21th international Conference on Web Information Systems Engineering (WISE 2020)	10
CrowdMed-II: a blockchain-based framework for efficient consent management in health data sharing	10
Time-optimal and privacy preserving route planning for carpool policy	10
Leveraging statistical information in fine-grained financial sentiment analysis	10
HOPE: a hybrid deep neural model for out-of-town next POI recommendation	10
Course map learning with graph convolutional network based on AuCM	10
A block-based generative model for attributed network embedding	10
Memory-augmented meta-learning framework for session-based target behavior recommendation	10
Robust self-tuning multi-view clustering	10
Attribute-aware explainable complementary clothing recommendation	10
Using context information to enhance simple question answering	10
Discovering key users for defending network structural stability	9

The art of characterization in large networks: Finding the critical attributes	9
Semantic-guided hashing learning for domain adaptive retrieval	9
Bipartite graph capsule network	9
Implicit relation-aware social recommendation with variational auto-encoder	9
bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery	9
A fairness-aware multi-stakeholder recommender system	9
An edge-assisted cloud framework using a residual concatenate FCN approach to beam correction in the internet of weather radars	9
Intra- and inter-association attention network-enhanced policy learning for social group recommendation	8
Attention-based hierarchical denoised deep clustering network	8
Deep medical cross-modal attention hashing	8
Efficient maintenance for maximal bicliques in bipartite graph streams	8
Leveraging pointwise prediction with learning to rank for top-N recommendation	8
Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip	8
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation	8
Super-resolution-based part collaboration network for vehicle re-identification	8
Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world	8
A multi-attribute decision making approach based on information extraction for real estate buyer profiling	8
A novel feature-based framework enabling multi-type DDoS attacks detection	7
FTMF: Few-shot temporal knowledge graph completion based on meta-optimization and fault-tolerant mechanism	7
Foreseeing private car transfer between urban regions with multiple graph-based generative adversarial networks	7
Enhancing decision-making in user-centered web development: a methodology for card-sorting analysis	7
HOPLoP: multi-hop link prediction over knowledge graph embeddings	7
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence	7
Charge prediction modeling with interpretation enhancement driven by double-layer criminal system	7
SSLE: A framework for evaluating the “Filter Bubble” effect on the news aggregator and recommenders	7
Contrastive heterogeneous graphs learning for multi-hop machine reading comprehension	7
PDA-GNN: propagation-depth-aware graph neural networks for recommendation	7
McHa: a multistage clustering-based hierarchical attention model for knowledge graph-aware recommendation	7
FPGNN: Fair path graph neural network for mitigating discrimination	7
Sparse relation prediction based on hypergraph neural networks in online social networks	6
When large language models meet personalization: perspectives of challenges and opportunities	6
Multi-granularity interaction model based on pinyins and radicals for Chinese semantic matching	6
CoTask: Correlation-aware task offloading in edge computing	6
To hop or not, that is the question: Towards effective multi-hop reasoning over knowledge graphs	6
Fast datalog evaluation for batch and stream graph processing	6
A fast local community detection algorithm in complex networks	6
Locating pivotal connections: the K-Truss minimization and maximization problems	6
Influence-Aware Successive Point-of-Interest Recommendation	6
Cyclic label propagation for graph semi-supervised learning	6
BotFinder: a novel framework for social bots detection in online social networks based on graph embedding and community detection	6
Critical Nodes Identification in Large Networks: The Inclined and Detached Models	6
GSIRec: Learning with graph side information for recommendation	6
Multi-source and heterogeneous marine hydrometeorology spatio-temporal data analysis with machine learning: a survey	6
Aspect-level sentiment capsule network for micro-video click-through rate prediction	6
ELIS++: a shapelet learning approach for accurate and efficient time series classification	6
CDAML: a cluster-based domain adaptive meta-learning model for cross domain recommendation	6