OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Information Systems is 30. 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 2021-04-01 to 2025-04-01.)

Article	Citations
The In-Situ Effect of Offensive Ads on Search Engine Users	267
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model	128
Conversations with Search Engines: SERP-based Conversational Response Generation	126
Editorial Message from the New Editor-in-Chief	123
Independent or Social Driven Decision? A Counterfactual Refinement Strategy for Graph-Based Social Recommendation	89
A Comparison between Term-Independence Retrieval Models for Ad Hoc Retrieval	82
Cooking with Conversation: Enhancing User Engagement and Learning with a Knowledge-Enhancing Assistant	82
Understanding the “Pathway” Towards a Searcher’s Learning Objective	81
Learning Implicit and Explicit Multi-task Interactions for Information Extraction	58
Collaborative Graph Learning for Session-based Recommendation	58
Multi-aspect Graph Contrastive Learning for Review-enhanced Recommendation	57
Privacy-Preserving Sequential Recommendation with Collaborative Confusion	56
M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition	56
User Behavior Simulation with Large Language Model-based Agents	54
Diversifying Sequential Recommendation with Retrospective and Prospective Transformers	51
Ranking Models for the Temporal Dimension of Text	47
Exploring Time-aware Multi-pattern Group Venue Recommendation in LBSNs	46
A Graph Theoretic Approach for Multi-Objective Budget Constrained Capsule Wardrobe Recommendation	46
Personalized, Sequential, Attentive, Metric-Aware Product Search	44
DiffuRec: A Diffusion Model for Sequential Recommendation	37
Feature-Level Attentive ICF for Recommendation	37
DHyper: A Recurrent Dual Hypergraph Neural Network for Event Prediction in Temporal Knowledge Graphs	36
Towards Unified Representation Learning for Career Mobility Analysis with Trajectory Hypergraph	35
Online and Offline Evaluation in Search Clarification	34
Breaking Through the Noisy Correspondence: A Robust Model for Image-Text Matching	34

RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction	34
Passage-aware Search Result Diversification	33
CETN: Contrast-enhanced Through Network for Click-Through Rate Prediction	33
TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation	32
Denoising Heterogeneous Graph Pre-training Framework for Recommendation	30
A Multifocal Graph-Based Neural Network Scheme for Topic Event Extraction	30
Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation	30
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems	30
MvStHgL: Multi-View Hypergraph Learning with Spatial-Temporal Periodic Interests for Next POI Recommendation	30