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 2021-09-01 to 2025-09-01.)

Article	Citations
Agents of exploration and discovery	78
Fusing remote and social sensing data for flood impact mapping	63
Knowledge Graphs: Introduction, History and, Perspectives	44
Will AI write scientific papers in the future?	43
Robust internal representations for domain generalization	41
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	32
Attracting artificial intelligence talent in the time of generative AI	25
Reclaiming authorship in the age of generative AI: From panic to possibility	24
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	22
The New Faculty Highlights Program at AAAI‐21	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)	17
Issue Information	17
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	16
Advanced artificial agents intervene in the provision of reward	16
AgAID Institute—AI for agricultural labor and decision support	14
Intelligent Links: AI-Supported Connections between Employers and Colleges	14
Transformative research focus considered harmful	14
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	14
CORRIGENDUM	14
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	13
Toward the confident deployment of real‐world reinforcement learning agents	13
	13
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	12
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	12
Data‐efficient graph learning: Problems, progress, and prospects	12

Transforming the value chain of local journalism with artificial intelligence	12
XAI is in trouble	11
Letter from the Editors: AI Magazine in the new era of AI	11
Issue Information	11
Decision making in open agent systems	11
Agents of Exploration and Discovery	9
The role of priming in anticipatory thinking	9
Open issues in open world learning	8
Systematically incorporating equity into design thinking for AI education	8
	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
Building trust: Foundations of security, safety, and transparency in AI	8
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	7
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	7
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	7
Summary report for the third international competition on computational models of argumentation	7
Prosocial dynamics in multiagent systems	7
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	7
Learning representations for robust human–robot interaction	6
Efficient and robust sequential decision making algorithms	6
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	6
Looking back, looking ahead: Humans, ethics, and AI	6
Toward AI assistants that let designers design	5
Energy forecasting with robust, flexible, and explainable machine learning algorithms	5
The Promise of AI in an Open Justice System	5
Intelligent links: AI‐supported connections between employers and colleges	5
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	5
Framework to enable and test conversational assistant for APIs and RPAs	5
Introduction to the Special Issue	5
Guest Editorial: AI and the news	4
Designing for human–AI complementarity in K‐12 education	4
Issue Information	4
Issue Information	4
Editorial introduction	4
Knowledge graphs: Introduction, history, and perspectives	4
Issue Information	4
AI literacy as a core component of AI education	4
Issue Information	4
In memory of Drew V. McDermott	4
Engineering AI for provable retention of objectives over time	4
Feedback‐based self‐learning in large‐scale conversational AI agents	3
Against AI welfare: Care practices should prioritize living beings over AI	3
Artificial intelligence education in Georgia middle schools	3
	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
Looking back, looking ahead: Symbolic versus connectionist AI	3
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	3
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	3

What AIs are not learning (and why)	3
Recommender systems: Trends and frontiers	3
Toward robust, interactive, and human‐aligned AI systems	3
A survey of consumer health question answering systems	2
Human‐centered intelligent training for emergency responders	2
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	2
Recommending news in traditional media companies	2
Multisensory machine intelligence	2
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	2
Artificial intelligent disobedience: Rethinking the agency of our artificial teammates	2
Progress in recommender systems research: Crisis? What crisis?	2
Navigating the new frontier: The role of AI‐driven virtual influencers in consumer engagement	2
Search and learning for unsupervised text generation	2
Large scale multilingual sticker recommendation in messaging apps	2
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems	2
Is AI at human parity yet? A case study on speech recognition	2
Deep learning for recommender systems: A Netflix case study	2
	2
The AIFS Institute: Building a better food system through AI	2
Human‐aware AI —A foundational framework for human–AI interaction	1
Issue Information	1
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	1
A survey of security and privacy issues of machine unlearning	1
The AI Institute for Engaged Learning	1
Editorial	1
The 2023 International Planning Competition	1
Will AI Write Scientific Papers in the Future?	1
Generative AI: An AI paradigm shift in the making?	1
Issue Information	1
Recommendations as treatments	1
	1
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	1
	1
A submodular optimization approach to trustworthy loan approval automation	1
On safe and usable chatbots for promoting voter participation	1
	1
AI4OPT: AI Institute for Advances in Optimization	1
Athena – The NSF AI Institute for Edge Computing	1
Creating intelligent cyberinfrastructure for democratizing AI	1
Fairness amidst non‐IID graph data: A literature review	1
Decoding human behavior with big data? Critical, constructive input from the decision sciences	1
Explainability in music recommender systems	1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	1
AI and agents	1
Issue Information	1
AI fairness in practice: Paradigm, challenges, and prospects	1
In Memoriam: Roger C. Schank, 1946–2023	1
Using ChatGPT to produce code for a typical college‐level assignment	1
A survey of knowledge‐based sequential decision‐making under uncertainty	1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D	1
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	1
Conversational recommendation: A grand AI challenge	1