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 2021-06-01 to 2025-06-01.)

Article	Citations
Agents of exploration and discovery	70
Day‐ahead forecasting of losses in the distribution network	46
Fusing remote and social sensing data for flood impact mapping	41
Knowledge Graphs: Introduction, History and, Perspectives	36
Will AI write scientific papers in the future?	29
Robust internal representations for domain generalization	26
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	21
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	21
The New Faculty Highlights Program at AAAI‐21	20
Issue Information	17
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	16
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)	16
AgAID Institute—AI for agricultural labor and decision support	15
Advanced artificial agents intervene in the provision of reward	15
Transformative research focus considered harmful	13
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	13
Intelligent Links: AI-Supported Connections between Employers and Colleges	13
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	12
Toward the confident deployment of real‐world reinforcement learning agents	12
CORRIGENDUM	12
Transforming the value chain of local journalism with artificial intelligence	12
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	11
Data‐efficient graph learning: Problems, progress, and prospects	11
	11
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	10

Deploying an Artificial Intelligence‐based defect finder for manufacturing quality management	10
Agents of Exploration and Discovery	9
Issue Information	9
Letter from the Editors: AI Magazine in the new era of AI	9
XAI is in trouble	8
Decision making in open agent systems	8
The role of priming in anticipatory thinking	8
Building trust: Foundations of security, safety, and transparency in AI	8
	7
Large Scale Multilingual Sticker Recommendation In Messaging Apps	7
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	7
Open issues in open world learning	7
Prosocial dynamics in multiagent systems	6
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	6
Summary report for the third international competition on computational models of argumentation	6
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	6
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	6
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	5
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	5
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	5
Efficient and robust sequential decision making algorithms	5
Learning representations for robust human–robot interaction	5
Looking back, looking ahead: Humans, ethics, and AI	4
Introduction to the Special Issue	4
Editorial introduction	4
Intelligent links: AI‐supported connections between employers and colleges	4
Toward AI assistants that let designers design	4
Energy forecasting with robust, flexible, and explainable machine learning algorithms	4
Framework to enable and test conversational assistant for APIs and RPAs	4
Knowledge graphs: Introduction, history, and perspectives	3
Designing for human–AI complementarity in K‐12 education	3
Issue Information	3
Engineering AI for provable retention of objectives over time	3
Guest Editorial: AI and the news	3
Issue Information	3
Issue Information	3
Looking back, looking ahead: Symbolic versus connectionist AI	3
The Promise of AI in an Open Justice System	3
Editorial introduction	3
Clarity 2.0: Improved assessment of product competitiveness from online content	3
Recommender systems: Trends and frontiers	3
In memory of Drew V. McDermott	3
Progress in recommender systems research: Crisis? What crisis?	2
Generative AI: An AI paradigm shift in the making?	2
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	2
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems	2
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	2
	2
Large scale multilingual sticker recommendation in messaging apps	2
Human‐centered intelligent training for emergency responders	2

Human‐aware AI —A foundational framework for human–AI interaction	2
A survey of consumer health question answering systems	2
Deep learning for recommender systems: A Netflix case study	2
What AIs are not learning (and why)	2
Feedback‐based self‐learning in large‐scale conversational AI agents	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
Search and learning for unsupervised text generation	2
Looking Back, Looking Ahead: Symbolic versus Connectionist AI	2
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	2
Leveraging AI to improve health information access in the World's largest maternal mobile health program	2
The AIFS Institute: Building a better food system through AI	2
Recommendations as treatments	1
A submodular optimization approach to trustworthy loan approval automation	1
Human‐centered recommender systems: Origins, advances, challenges, and opportunities	1
	1
AI fairness in practice: Paradigm, challenges, and prospects	1
A survey of knowledge‐based sequential decision‐making under uncertainty	1
A survey of security and privacy issues of machine unlearning	1
	1
Creating intelligent cyberinfrastructure for democratizing AI	1
Using ChatGPT to produce code for a typical college‐level assignment	1
Conversational recommendation: A grand AI challenge	1
Is AI at human parity yet? A case study on speech recognition	1
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	1
Optimizing smart grid operations from the demand side	1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	1
	1
On safe and usable chatbots for promoting voter participation	1
Editorial	1
The AI Institute for Engaged Learning	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
Fairness amidst non‐IID graph data: A literature review	1
Explainability in music recommender systems	1
	1
Issue Information	1
AI and agents	1
Issue Information	1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	1
In Memoriam: Roger C. Schank, 1946–2023	1
AI4OPT: AI Institute for Advances in Optimization	1
Athena – The NSF AI Institute for Edge Computing	1
Will AI Write Scientific Papers in the Future?	1
Decoding human behavior with big data? Critical, constructive input from the decision sciences	1
Issue Information	1