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 2021-08-01 to 2025-08-01.)

Article	Citations
What Did My Users Experience? Discovering Visual Stimuli on Graphical User Interfaces of the Web	49
Layout Cross-Browser Failure Classification for Mobile Responsive Design Web Applications: Combining Classification Models Using Feature Selection	48
Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates	46
Integrating Content Moderation Systems with Large Language Models	39
SHGCN: Socially Enhanced Heterogeneous Graph Convolutional Network for Multi-behavior Prediction	36
BNoteHelper: A Note-based Outline Generation Tool for Structured Learning on Video-sharing Platforms	30
Introduction to the Special Issue on Advanced Graph Mining on the Web: Theory, Algorithms, and Applications: Part 2	30
Summarizing Web Archive Corpora via Social Media Storytelling by Automatically Selecting and Visualizing Exemplars	28
Factorizing Historical User Actions for Next-Day Purchase Prediction	27
Triangle-oriented Community Detection Considering Node Features and Network Topology	24
DeLink: An Adversarial Framework for Defending against Cross-site User Identity Linkage	24
Automated Monitoring of Web User Interfaces	20
Large Language Models in Crisis Informatics for Zero and Few-Shot Classification	19
Personalized Visualization Recommendation	17
Pretending to be a VIP! Characterization and Detection of Fake and Clone Channels on Telegram	16
BNoteToDanmu: Category-Guided Note-to-Danmu Conversion Method for Learning on Video Sharing Platforms	16
Introduction to the Special Issue on Advanced Graph Mining on the Web: Theory, Algorithms, and Applications: Part 1	15
An Extended Ultimatum Game for Multi-Party Access Control in Social Networks	12
Disentangling Decentralized Finance (DeFi) Compositions	12
Fake News Propagation: A Review of Epidemic Models, Datasets, and Insights	12
Multiresolution Local Spectral Attributed Community Search	12
To Re-experience the Web: A Framework for the Transformation and Replay of Archived Web Pages	11
Context-aware Distance Measures for Dynamic Networks	10
Enhancing Graph Neural Networks via Memorized Global Information	10
sGrow: Explaining the Scale-Invariant Strength Assortativity of Streaming Butterflies	9

How Do Home Computer Users Browse the Web?	9
Ransomware Over Modern Web Browsers: A Novel Strain and a New Defense Mechanism	9
DCDIMB: Dynamic Community-based Diversified Influence Maximization using Bridge Nodes	8
CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks	7
Innovative Integration of Q-learning in BSO Algorithm for Adaptive Community Detection in Social Networks	7
Understanding the Contribution of Recommendation Algorithms on Misinformation Recommendation and Misinformation Dissemination on Social Networks	7
Joint Credibility Estimation of News, User, and Publisher via Role-relational Graph Convolutional Networks	7
ColBERT-PRF: Semantic Pseudo-Relevance Feedback for Dense Passage and Document Retrieval	7
Validation of an Improved Vision-Based Web Page Parsing Pipeline	7
Bridging Performance of X (formerly known as Twitter) Users: A Predictor of Subjective Well-Being During the Pandemic	6
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems	6
Towards More Personalized Recommendations by Modeling Users? Temporal Behaviors with Task-Based Graph Neural Network (TGNN)	6
Optimisation Techniques for Flexible SPARQL Queries	6
Edge Caching Placement Strategy based on Evolutionary Game for Conversational Information Seeking in Edge Cloud Computing	6
Exploring Time-Ordered Triadic Closure in Online Social Networks	6
PIDKG: Propagating Interaction Influence on the Dynamic Knowledge Graph for Recommendation	6
Privacy Policies and Consent Management Platforms: Growth and Users' Interactions over Time	6
MuLX-QA: Classifying Multi-Labels and Extracting Rationale Spans in Social Media Posts	5
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks	5
Pre-trained Language Model-based Retrieval and Ranking for Web Search	5
Online Incentive Protocol Design for Reposting Service in Online Social Networks	5
Trust Models Go to the Web: Learning How to Trust Strangers	5
Incorporating a Triple Graph Neural Network with Multiple Implicit Feedback for Social Recommendation	5
Graph Attention Network for Text Classification and Detection of Mental Disorder	5
Enhancing Conversational Recommendation Systems with Representation Fusion	5
Learning Dynamic Multimodal Network Slot Concepts from the Web for Forecasting Environmental, Social and Governance Ratings	5
A Novel Review Helpfulness Measure Based on the User-Review-Item Paradigm	4
Niffler: Real-time Device-level Anomalies Detection in Smart Home	4
Privacy Scoring over OSNs: Shared Data Granularity as a Latent Dimension	4
GroupAligner : A Deep Reinforcement Learning with Domain Adaptation for Social Group Alignment	4
RoSGAS : Adaptive Social Bot Detection with Reinforced Self-supervised GNN Architecture Search	4
Contrastive Graph Similarity Networks	4
A User-Centric Analysis of Social Media for Stock Market Prediction	4
Modeling Disinformation Spread in Social Networks: Phase Transitions and Mean-Field Analysis	4
Classification of Layout vs. Relational Tables on the Web: Machine Learning with Rendered Pages	4
Human Team Behavior and Predictability in the Massively Multiplayer Online Game WOT Blitz	3
Twitter User Geolocation Based on Location Feature Enhancement	3
A Multi-Task Graph Neural Network with Variational Graph Auto-Encoders for Session-Based Travel Packages Recommendation	3
Pre-Training Across Different Cities for Next POI Recommendation	3
A Large-scale Empirical Analysis of Ransomware Activities in Bitcoin	3
PORTRAIT: A Hybrid Approach to Create Extractive Ground-truth Summary for Disaster Event	3
Causality and Correlation Graph Modeling for Effective and Explainable Session-Based Recommendation	3
Mutexion: Mutually Exclusive Compression System for Mitigating Compression Side-Channel Attacks	3
Keywords-enhanced Deep Reinforcement Learning Model for Travel Recommendation	2
SpotSpam: Intention Analysis–driven SMS Spam Detection Using BERT Embeddings	2
Crumbled Cookies: Exploring E-commerce Websites’ Cookie Policies with Data Protection Regulations	2
Understanding Rug Pulls: An In-depth Behavioral Analysis of Fraudulent NFT Creators	2
Know their Customers: An Empirical Study of Online Account Enumeration Attacks	2
Closeness Centrality on Uncertain Graphs	2
A Large-scale Empirical Analysis of Browser Fingerprints Properties for Web Authentication	2

Double Attention Convolutional Neural Network for Sequential Recommendation	2
Full Triple Matcher: Integrating All Triple Elements between Heterogeneous Knowledge Graphs	2
Multi-stage reasoning on introspecting and revising bias for visual question answering	2
Scraping Relevant Images from Web Pages without Download	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
FinTech on the Web: An Overview	2
Random Testing and Evolutionary Testing for Fuzzing GraphQL APIs	2
User Experience and the Role of Personalization in Critiquing-Based Conversational Recommendation	2
Comparing Echo Chamber Detection Metrics: A Cross-modeling and Cross-platform Analysis of Twitter and Reddit	2
An Empirical Analysis of Web Storage and Its Applications to Web Tracking	2
Matching Tabular Data to Knowledge Graph with Effective Core Column Set Discovery.	2