OOIR: Observatory of International Research

Papers

(The median citation count of AI Magazine is 1. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Fusing remote and social sensing data for flood impact mapping	78
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	60
Reclaiming authorship in the age of generative AI: From panic to possibility	56
OnAIR: Applications of the NASA on‐board artificial intelligence research platform	48
Developing generative recommender systems for government subsidy programs with a new RQ‐VAE model: Wello and the Korean government case	36
Attracting artificial intelligence talent in the time of generative AI	28
Knowledge Graphs: Introduction, History and, Perspectives	25
Robust internal representations for domain generalization	22
Issue Information	22
The New Faculty Highlights Program at AAAI‐21	21
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	20
Groups of experts often differ in their decisions: What are the implications for AI and machine learning? A commentary onNoise: A Flaw in Human Judgment, byKahneman, Sibony, and Sunstein (2021)	19
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	18
Transformative research focus considered harmful	18
AgAID Institute—AI for agricultural labor and decision support	17
The ETHICAL Protocol for Responsible Use of Generative AI for Research Purposes in Higher Education	17
CORRIGENDUM	16
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	16
Intelligent Links: AI-Supported Connections between Employers and Colleges	16
Advanced artificial agents intervene in the provision of reward	16
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	15
Toward the confident deployment of real‐world reinforcement learning agents	15
	14
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	14
Issue Information	13

Transforming the value chain of local journalism with artificial intelligence	13
Data‐efficient graph learning: Problems, progress, and prospects	13
Issue Information	12
Decision making in open agent systems	12
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	12
The role of priming in anticipatory thinking	11
Building trust: Foundations of security, safety, and transparency in AI	10
Agents of Exploration and Discovery	10
Multimodal AI Teacher: Integrating Edge Computing and Reasoning Models for Enhanced Student Error Analysis	10
Systematically incorporating equity into design thinking for AI education	9
Foundation Models for Anomaly Detection: Vision and Challenges	8
Open issues in open world learning	8
Imitation learning is probably existentially safe	8
XAI is in trouble	8
Large Scale Multilingual Sticker Recommendation In Messaging Apps	8
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	8
Efficient and robust sequential decision making algorithms	7
AI for social science: A sociology PhD candidate's autoethnography on how LLMs are changing research work	7
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	7
	7
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	7
Prosocial dynamics in multiagent systems	7
Learning representations for robust human–robot interaction	6
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	6
Intelligent links: AI‐supported connections between employers and colleges	6
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	6
Introduction to the Special Issue	6
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	6
Toward AI assistants that let designers design	5
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	5
	5
Looking back, looking ahead: Humans, ethics, and AI	5
Framework to enable and test conversational assistant for APIs and RPAs	5
Energy forecasting with robust, flexible, and explainable machine learning algorithms	5
Knowledge Engineering for Open Science: Building and Deploying Knowledge Bases for Metadata Standards	5
Editorial introduction	4
AI literacy as a core component of AI education	4
Issue Information	4
Engineering AI for provable retention of objectives over time	4
The Promise of AI in an Open Justice System	4
Designing for human–AI complementarity in K‐12 education	4
Issue Information	4
Artificial intelligence education in Georgia middle schools	4
Guest Editorial: AI and the news	4
Issue Information	4
Knowledge graphs: Introduction, history, and perspectives	4
Issue Information	4
In memory of Drew V. McDermott	4
Is AI at human parity yet? A case study on speech recognition	3
What AIs are not learning (and why)	3

A survey of consumer health question answering systems	3
Evaluation and incident prevention in an enterprise AI assistant	3
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	3
	3
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	3
	3
Multisensory machine intelligence	3
Against AI welfare: Care practices should prioritize living beings over AI	3
Navigating the new frontier: The role of AI‐driven virtual influencers in consumer engagement	3
Recommender systems: Trends and frontiers	3
The AIFS Institute: Building a better food system through AI	3
Search and learning for unsupervised text generation	3
Looking Back, Looking Ahead: Symbolic versus Connectionist AI	3
Leveraging AI to improve health information access in the World's largest maternal mobile health program	3
Toward robust, interactive, and human‐aligned AI systems	3
Artificial intelligent disobedience: Rethinking the agency of our artificial teammates	3
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	3
Human‐centered intelligent training for emergency responders	3
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	2
Generative AI: An AI paradigm shift in the making?	2
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	2
Issue Information	2
Human‐aware AI —A foundational framework for human–AI interaction	2
Artificial intelligence and the impact of the EU AI Act in business organizations	2
Conversational recommendation: A grand AI challenge	2
Decoding human behavior with big data? Critical, constructive input from the decision sciences	2
Fairness amidst non‐IID graph data: A literature review	2
Explainability in music recommender systems	2
The AI field needs translational Ethical AI research	1
AI and agents	1
Improve robustness of machine learning via efficient optimization and conformal prediction	1
The AI Institute for Engaged Learning	1
A survey of security and privacy issues of machine unlearning	1
Editorial	1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	1
The 2023 International Planning Competition	1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D	1
A survey of knowledge‐based sequential decision‐making under uncertainty	1
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	1
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups	1
Issue Information	1
AI and elections: An introduction to the special issue	1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	1
	1
Issue Information	1
AI4OPT: AI Institute for Advances in Optimization	1
Issue Information	1
Creating intelligent cyberinfrastructure for democratizing AI	1
	1
Human at the Center: A Framework for Human‐Driven AI Development	1
	1
Automatic product copywriting for e‐commerce	1
A submodular optimization approach to trustworthy loan approval automation	1
Automated vulnerability evaluation with large language models and vulnerability ontologies	1
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	1
Open‐source AI at scale: Establishing an enterprise AI strategy through modular frameworks	1
In Memoriam: Roger C. Schank, 1946–2023	1
AI fairness in practice: Paradigm, challenges, and prospects	1
Using ChatGPT to produce code for a typical college‐level assignment	1
Athena – The NSF AI Institute for Edge Computing	1
Will AI Write Scientific Papers in the Future?	1
On safe and usable chatbots for promoting voter participation	1
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	1