OOIR: Observatory of International Research

Papers

(The TQCC of AI Magazine 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 2021-04-01 to 2025-04-01.)

Article	Citations
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	67
Infrastructure for rapid open knowledge network development	40
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	33
Decoding human behavior with big data? Critical, constructive input from the decision sciences	28
The success of Conversational AI and the AI evaluation challenge it reveals	27
Novelty detection for election fraud: A case study with agent‐based simulation data	21
Will AI write scientific papers in the future?	20
Summary report for the third international competition on computational models of argumentation	18
The multisided complexity of fairness in recommender systems	14
Human‐aware AI —A foundational framework for human–AI interaction	14
Implementation of the EU AI act calls for interdisciplinary governance	13
Knowledge Graphs: Introduction, History and, Perspectives	13
On the care and feeding of virtual assistants: Automating conversation review with AI	12
Is AI at human parity yet? A case study on speech recognition	11
Search and learning for unsupervised text generation	11
Agents of exploration and discovery	10
Improving search engine efficiency through contextual factor selection	9
Day‐ahead forecasting of losses in the distribution network	9
Robust internal representations for domain generalization	9
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	9
Accurate detection of weld seams for laser welding in real‐world manufacturing	9
	9
AIFARMS: Artificial intelligence for future agricultural resilience, management, and sustainability	8
Fusing remote and social sensing data for flood impact mapping	7
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	7

Generative AI: An AI paradigm shift in the making?	6
	6
Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety	6
PADTHAI‐MM: Principles‐based approach for designing trustworthy, human‐centered AI using the MAST methodology	6
Trustworthy residual vehicle value prediction for auto finance	6
An AI decision‐making framework for business value maximization	5
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	4
Toward AI assistants that let designers design	4
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	4
AgAID Institute—AI for agricultural labor and decision support	4
Efficient and robust sequential decision making algorithms	4
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	4
Recommending news in traditional media companies	4
Engagement during pandemic teaching: Report of the EAAI‐21 Panel on Teaching Online and Blended AI Courses	3
Introduction to the Special Issue	3
Conversational recommendation: A grand AI challenge	3
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	3
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	3
Evaluation and Design of Generalist Systems (EDGeS)	3
The New Faculty Highlights Program at AAAI‐21	3
Transformative research focus considered harmful	3
Learning representations for robust human–robot interaction	3
Understanding political polarization using language models: A dataset and method	3
	3
Looking back, looking ahead: Humans, ethics, and AI	2
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	2
The return of intelligent textbooks	2
	2
An explainable forecasting system for humanitarian needs assessment	2
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)	2
Issue Information	2
Audiences, automation, and AI: From structured news to language models	2
Intelligent links: AI‐supported connections between employers and colleges	2
Explainability in music recommender systems	2
Issue Information	2
Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world	2
	2
Fairness amidst non‐IID graph data: A literature review	2
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	2
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	2
Predicting micronutrient deficiency with publicly available satellite data	2
Maximizing AI reliability through anticipatory thinking and model risk audits	2