OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on the Web is 2. 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 2021-11-01 to 2025-11-01.)

Article	Citations
What Did My Users Experience? Discovering Visual Stimuli on Graphical User Interfaces of the Web	60
Layout Cross-Browser Failure Classification for Mobile Responsive Design Web Applications: Combining Classification Models Using Feature Selection	58
Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates	51
SHGCN: Socially Enhanced Heterogeneous Graph Convolutional Network for Multi-behavior Prediction	49
Decentralized Model Selection for Test-Time Adaptation in Heterogeneous Connected Systems	41
Integrating Content Moderation Systems with Large Language Models	36
Summarizing Web Archive Corpora via Social Media Storytelling by Automatically Selecting and Visualizing Exemplars	35
BNoteHelper: A Note-based Outline Generation Tool for Structured Learning on Video-sharing Platforms	30
Triangle-oriented Community Detection Considering Node Features and Network Topology	30
Introduction to the Special Issue on Advanced Graph Mining on the Web: Theory, Algorithms, and Applications: Part 2	27
Introduction to the Special Issue on Advances in Social Media Technologies and Analysis: Part 2	26
DeLink: An Adversarial Framework for Defending against Cross-site User Identity Linkage	25
Automated Monitoring of Web User Interfaces	20
Personalized Visualization Recommendation	20
Large Language Models in Crisis Informatics for Zero and Few-Shot Classification	19
Pretending to be a VIP! Characterization and Detection of Fake and Clone Channels on Telegram	18
Introduction to the Special Issue on Advanced Graph Mining on the Web: Theory, Algorithms, and Applications: Part 1	17
An Extended Ultimatum Game for Multi-Party Access Control in Social Networks	15
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach	15
BNoteToDanmu: Category-Guided Note-to-Danmu Conversion Method for Learning on Video Sharing Platforms	15
Multiresolution Local Spectral Attributed Community Search	14
Disentangling Decentralized Finance (DeFi) Compositions	13
To Re-experience the Web: A Framework for the Transformation and Replay of Archived Web Pages	12
Fake News Propagation: A Review of Epidemic Models, Datasets, and Insights	12
Enhancing Graph Neural Networks via Memorized Global Information	12

CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks	12
Ransomware Over Modern Web Browsers: A Novel Strain and a New Defense Mechanism	12
sGrow: Explaining the Scale-Invariant Strength Assortativity of Streaming Butterflies	11
Validation of an Improved Vision-Based Web Page Parsing Pipeline	10
It's Not Easy: Applying Supervised Machine Learning to Detect Malicious Extensions in the Chrome Web Store	10
Web3-Based Identity and KYC Innovations for Next-Generation FinTech	9
ColBERT-PRF: Semantic Pseudo-Relevance Feedback for Dense Passage and Document Retrieval	8
Innovative Integration of Q-learning in BSO Algorithm for Adaptive Community Detection in Social Networks	8
Understanding the Contribution of Recommendation Algorithms on Misinformation Recommendation and Misinformation Dissemination on Social Networks	8
DCDIMB: Dynamic Community-based Diversified Influence Maximization using Bridge Nodes	8
Edge Caching Placement Strategy based on Evolutionary Game for Conversational Information Seeking in Edge Cloud Computing	7
Bridging Performance of X (formerly known as Twitter) Users: A Predictor of Subjective Well-Being During the Pandemic	7
PIDKG: Propagating Interaction Influence on the Dynamic Knowledge Graph for Recommendation	7
Joint Credibility Estimation of News, User, and Publisher via Role-relational Graph Convolutional Networks	7
Optimisation Techniques for Flexible SPARQL Queries	7
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems	6
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks	6
Privacy Policies and Consent Management Platforms: Growth and Users' Interactions over Time	6
Enhancing Conversational Recommendation Systems with Representation Fusion	6
A Regulatable Blockchain Rewriting Scheme for Identity-Aware Data Modification and User Identity Update	6
Exploring Time-Ordered Triadic Closure in Online Social Networks	6
Towards More Personalized Recommendations by Modeling Users? Temporal Behaviors with Task-Based Graph Neural Network (TGNN)	6
TLD-SCA: A Transformer-LSTM Detection Model against Side-Channel Attack in Blockchain Payment Channel	6
A User-Centric Analysis of Social Media for Stock Market Prediction	5
Graph Attention Network for Text Classification and Detection of Mental Disorder	5
Trust Models Go to the Web: Learning How to Trust Strangers	5
Pre-trained Language Model-based Retrieval and Ranking for Web Search	5
Incorporating a Triple Graph Neural Network with Multiple Implicit Feedback for Social Recommendation	5
LLM-D12: A Dual-Dimensional Scale of Instrumental and Relational Dependencies on Large Language Models	5
Online Incentive Protocol Design for Reposting Service in Online Social Networks	5
A Blockchain-Assisted Revocable and Efficient ABSE Scheme for Secure Medical Data Sharing	5
Learning Dynamic Multimodal Network Slot Concepts from the Web for Forecasting Environmental, Social and Governance Ratings	5
A Graph-Based Framework for Temporal and Causal Analysis of Sentiments	4
Contrastive Graph Similarity Networks	4
MuLX-QA: Classifying Multi-Labels and Extracting Rationale Spans in Social Media Posts	4
You Shall Not Pass (Without Consent): Enforcing Data Sovereignty with Solid Pods	4
GroupAligner : A Deep Reinforcement Learning with Domain Adaptation for Social Group Alignment	4
A Novel Review Helpfulness Measure Based on the User-Review-Item Paradigm	4
Modeling Disinformation Spread in Social Networks: Phase Transitions and Mean-Field Analysis	4
Niffler: Real-time Device-level Anomalies Detection in Smart Home	4
PORTRAIT: A Hybrid Approach to Create Extractive Ground-truth Summary for Disaster Event	3
A Multi-Task Graph Neural Network with Variational Graph Auto-Encoders for Session-Based Travel Packages Recommendation	3
Mutexion: Mutually Exclusive Compression System for Mitigating Compression Side-Channel Attacks	3
Classification of Layout vs. Relational Tables on the Web: Machine Learning with Rendered Pages	3
Privacy Scoring over OSNs: Shared Data Granularity as a Latent Dimension	3
A Large-scale Empirical Analysis of Ransomware Activities in Bitcoin	3
A Proxy Re-Encryption Based Trusted Data Sharing Scheme for Digital Twins with Privacy Protection	3
RoSGAS : Adaptive Social Bot Detection with Reinforced Self-supervised GNN Architecture Search	3
Twitter User Geolocation Based on Location Feature Enhancement	3
Pre-Training Across Different Cities for Next POI Recommendation	2

Know their Customers: An Empirical Study of Online Account Enumeration Attacks	2
XRAD: Ransomware Address Detection Method based on Bitcoin Transaction Relationships	2
“HOT” ChatGPT: The Promise of ChatGPT in Detecting and Discriminating Hateful, Offensive, and Toxic Comments on Social Media	2
Crumbled Cookies: Exploring E-commerce Websites’ Cookie Policies with Data Protection Regulations	2
Human Team Behavior and Predictability in the Massively Multiplayer Online Game WOT Blitz	2
Scraping Relevant Images from Web Pages without Download	2
Matching Tabular Data to Knowledge Graph with Effective Core Column Set Discovery.	2
An Empirical Analysis of Web Storage and Its Applications to Web Tracking	2
Full Triple Matcher: Integrating All Triple Elements between Heterogeneous Knowledge Graphs	2
Causality and Correlation Graph Modeling for Effective and Explainable Session-Based Recommendation	2
Comparing Echo Chamber Detection Metrics: A Cross-modeling and Cross-platform Analysis of Twitter and Reddit	2
Understanding Rug Pulls: An In-depth Behavioral Analysis of Fraudulent NFT Creators	2
Beyond Authorial Burden	2
Closeness Centrality on Uncertain Graphs	2