AI Magazine

Article	Citations
Deep learning for recommender systems: A Netflix case study	51
Escaping the McNamara Fallacy: Toward More Impactful Recommender Systems Research	29
Explainability in music recommender systems	28
Designing for human–AI complementarity in K‐12 education	24
The third AI summer: AAAI Robert S. Engelmore Memorial Lecture	21
From F to A on the New York Regents Science Exams — An Overview of the Aristo Project	17
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	16
Rethinking the Maturity of Artificial Intelligence in Safety‐Critical Settings	16
Human‐centered recommender systems: Origins, advances, challenges, and opportunities	15
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	15
Offline recommender system evaluation: Challenges and new directions	14
Progress in recommender systems research: Crisis? What crisis?	12
Recommender systems: Past, present, future	12
Knowledge graphs to support real‐time flood impact evaluation	11
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	11
The multisided complexity of fairness in recommender systems	10
Building effective recommender systems for tourists	10
Advanced artificial agents intervene in the provision of reward	10
Knowledge Graphs: Introduction, History and, Perspectives	9
Looking Back, Looking Ahead: Symbolic versus Connectionist AI	9
Towards the ultimate brain: Exploring scientific discovery with ChatGPT AI	9
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	8
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	8
Recommender systems: Trends and frontiers	7
Knowledge graphs: Introduction, history, and perspectives	7

Human‐centered intelligent training for emergency responders	6
Recommendations as treatments	6
Artificial Intelligence and the Future of Work: A Proactive Strategy	6
Using a Machine Learning Tool to Support High‐Stakes Decisions in Child Protection	6
Hybrid forecasting of geopolitical events†	6
Combating misinformation in the age of LLMs: Opportunities and challenges	6
Decoding human behavior with big data? Critical, constructive input from the decision sciences	5
Recommending news in traditional media companies	5
Toward AI assistants that let designers design	4
Artificial Intelligence for Social Impact: Learning and Planning in the Data‐to‐Deployment Pipeline	4
Artificial intelligence and auditing in small‐ and medium‐sized firms: Expectations and applications	4
Energy forecasting with robust, flexible, and explainable machine learning algorithms	4
Learning causality with graphs	4
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents	4
The return of intelligent textbooks	4
Towards machines that understand people	4
Machine Learning Techniques for Accountability	3
A survey of knowledge‐based sequential decision‐making under uncertainty	3
Trustworthy residual vehicle value prediction for auto finance	3
High‐definition map automatic annotation system based on active learning	3
Conversational Agents for Complex Collaborative Tasks	3
Deploying an Artificial Intelligence‐based defect finder for manufacturing quality management	3
The AI field needs translational Ethical AI research	3
Looking back, looking ahead: Symbolic versus connectionist AI	3
The Promise of AI in an Open Justice System	3
The Association for the Advancement of Artificial Intelligence's New Award for the Societal Benefits of Artificial Intelligence — An Interview with Richard Tong	2
AI‐ALOE: AI for reskilling, upskilling, and workforce development	2
Artificial Intelligence's Grand Challenges: Past, Present, and Future	2
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	2
“Minimum Necessary Rigor” in empirically evaluating human–AI work systems	2
Summary report for the third international competition on computational models of argumentation	2
An AI decision‐making framework for business value maximization	2
Prosocial dynamics in multiagent systems	2
Do we need a Hippocratic Oath for artificial intelligence scientists?	2
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	2
The anticipatory paradigm	2
Federated learning‐powered visual object detection for safety monitoring	2
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	2
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	2
Visual crowd analysis: Open research problems	2
Feedback‐based self‐learning in large‐scale conversational AI agents	2
The Case Against Registered Reports	2
Decision making in open agent systems	2
Using ChatGPT to produce code for a typical college‐level assignment	2
Conversational recommendation: A grand AI challenge	2
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	2
AIIRA: AI Institute for Resilient Agriculture	1
Anticipatory thinking in design	1
Clarity 2.0: Improved assessment of product competitiveness from online content	1
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI	1

Will AI Write Scientific Papers in the Future?	1
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	1
In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making	1
Transformative research focus considered harmful	1
The success of Conversational AI and the AI evaluation challenge it reveals	1
A survey of consumer health question answering systems	1
Infrastructure for rapid open knowledge network development	1
Food information engineering	1
Intelligent online selling point extraction and generation for e‐commerce recommendation	1
From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT)	1
Understanding the spirit of a norm: Challenges for norm‐learning agents	1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D	1
Infrastructure for Rapid Open Knowledge Network Development	1
What Happens When Artificial Intelligence Invents: Is the Invention Patentable?	1
Maximizing AI reliability through anticipatory thinking and model risk audits	1
Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety	1
Novelty detection for election fraud: A case study with agent‐based simulation data	1
Considerations on creating conversational agents for multiple environments and users	1
Artificial and Human Intelligence in Mental Health	1
Recommender systems, ground truth, and preference pollution	1
Decoding Human Behavior with Big Data? Critical, Constructive Input from the Decision Sciences	1
Human-Centered Intelligent Training for Emergency Responders	1
On safe and usable chatbots for promoting voter participation	1
Creating intelligent cyberinfrastructure for democratizing AI	1
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Intelligent links: AI‐supported connections between employers and colleges	1
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	1
Human‐aware AI —A foundational framework for human–AI interaction	1
Will AI write scientific papers in the future?	1
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems	1
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	1
The AIFS Institute: Building a better food system through AI	0
Better environments for better AI	0
The Promise of AI in an Open Justice System	0
The Role of Open‐Source Software in Artificial Intelligence	0
Evolution of a Robust Artificial Intelligence System: A Case Study of the Association for the Advancement of Artificial Intelligence's AI‐Alert	0
Deceptively simple: An outsider's perspective on natural language processing	0
The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics	0
Large Scale Multilingual Sticker Recommendation In Messaging Apps	0
Editorial Introduction: Zeitenwende — Turn of Eras	0
The role of priming in anticipatory thinking	0
The 2023 International Planning Competition	0
Civicbase: An open‐source platform for deploying Quadratic Voting for Survey Research	0
Generative AI: An AI paradigm shift in the making?	0
Issue Information	0
Organizing a Successful Artificial Intelligence Online Conference: Lessons from the 13th Symposium on Combinatorial Search	0
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Fusing remote and social sensing data for flood impact mapping	0
Issue Information	0
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AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	0
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	0
AAAI 2023 Spring Symposium on HRI in Academia and Industry: Bridging the Gap	0
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D	0
XAI is in trouble	0
Remembering Nils Nilsson	0
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups	0
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)	0
Advances in Theory and Applications of Artificial Intelligence	0
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	0
Exploring the impact of automated correction of misinformation in social media	0
Engineering AI for provable retention of objectives over time	0
Framework to enable and test conversational assistant for APIs and RPAs	0
A submodular optimization approach to trustworthy loan approval automation	0
Predicting micronutrient deficiency with publicly available satellite data	0
The National Artificial Intelligence Research Institutes program and its significance to a prosperous future	0
AIFARMS: Artificial intelligence for future agricultural resilience, management, and sustainability	0
Editorial introduction	0
Measuring the benefit of increased transparency and control in news recommendation	0
Issue Information	0
Place Your Bets: Will Machine Learning Outgrow Human Labeling?	0
Search and learning for unsupervised text generation	0
Winter News from the Association for the Advancement of Artificial Intelligence	0
Intelligent planning for large‐scale multi‐agent systems	0
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In Memoriam: Roger C. Schank, 1946–2023	0
Fair and optimal prediction via post‐processing	0
The NSF Convergence Accelerator program	0
Engagement during pandemic teaching: Report of the EAAI‐21 Panel on Teaching Online and Blended AI Courses	0
Issue Information	0

Towards robust visual understanding: A paradigm shift in computer vision from recognition to reasoning	0
CORRIGENDUM	0
The NSF Convergence Accelerator Program	0
AAAI News: Spring News from the Association for the Advancement of Artificial Intelligence	0
Agents of Exploration and Discovery	0
AAAI Conference Calendar	0
CAreFL: Enhancing smart healthcare with Contribution‐Aware Federated Learning	0
Editorial Introduction	0
Introduction to the Special Issue	0
A cognitive architecture theory of anticipatory thinking	0
Procedural Democracy and Electronic Agents	0
Robust internal representations for domain generalization	0
Data‐efficient graph learning: Problems, progress, and prospects	0
AI and elections: An introduction to the special issue	0
Transforming the value chain of local journalism with artificial intelligence	0
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The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	0
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program	0
Editorial introduction	0
AI4OPT: AI Institute for Advances in Optimization	0
The Success of Conversational AI and the AI Evaluation Challenge It Reveals	0
Issue Information	0
Learning representations for robust human–robot interaction	0
AI fairness in practice: Paradigm, challenges, and prospects	0
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Automatic product copywriting for e‐commerce	0
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Efficient and robust sequential decision making algorithms	0
Issue Information	0
Audiences, automation, and AI: From structured news to language models	0
Issue Information	0
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2023)	0
Improve robustness of machine learning via efficient optimization and conformal prediction	0
Issue Information	0
The AI Institute for Engaged Learning	0
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	0
Rethinking AI magazine again	0
Betting on bets	0
An explainable forecasting system for humanitarian needs assessment	0
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence	0
Is AI at human parity yet? A case study on speech recognition	0
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Video Turing Test: A first step towards human‐level AI	0
The New Faculty Highlights Program at AAAI‐21	0
Deploying automated ticket router across the enterprise	0
Physical scene understanding	0
Toward the confident deployment of real‐world reinforcement learning agents	0
Issue Information	0
Understanding political polarization using language models: A dataset and method	0
In memory of Drew V. McDermott	0
Hierarchical planning and reasoning about partially ordered plans—From theory to practice	0
Athena – The NSF AI Institute for Edge Computing	0
A Biomedical Open Knowledge Network Harnesses the Power of AI to Understand Deep Human Biology	0
Artificial Intelligence Community and Self	0
Issue Information	0
Guest Editorial: AI and the news	0
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AgAID Institute—AI for agricultural labor and decision support	0
Issue Information	0
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Report on the First and Second Workshops on Hierarchical Planning Held at the International Conference on Automated Planning and Scheduling	0
Accurate detection of weld seams for laser welding in real‐world manufacturing	0
A survey of out‐of‐distribution generalization for graph machine learning from a causal view	0
Large scale multilingual sticker recommendation in messaging apps	0
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	0
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	0
Agents of exploration and discovery	0
AI climate tipping‐point discovery (ACTD)	0
Intelligent Links: AI-Supported Connections between Employers and Colleges	0
Optimizing smart grid operations from the demand side	0
Day‐ahead forecasting of losses in the distribution network	0
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DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	0
The business of news in the AI economy	0
Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media	0
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A new era of AI‐assisted journalism at Bloomberg	0
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	0
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Implementation of the EU AI act calls for interdisciplinary governance	0
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AI and agents	0
Looking back, looking ahead: Humans, ethics, and AI	0
Letter from the Editors: AI Magazine in the new era of AI	0
On the care and feeding of virtual assistants: Automating conversation review with AI	0
AI and core electoral processes: Mapping the horizons	0
AITA: AI trustworthiness assessment	0
Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world	0
Expanding impact of mobile health programs: SAHELI for maternal and child care	0
Improving search engine efficiency through contextual factor selection	0
Towards smooth mobile robot deployments in dynamic human environments	0
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Evaluation and Design of Generalist Systems (EDGeS)	0
Editorial	0