AI Magazine

Article	Citations
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	51
Recommending news in traditional media companies	28
The Success of Conversational AI and the AI Evaluation Challenge It Reveals	26
The success of Conversational AI and the AI evaluation challenge it reveals	22
Novelty detection for election fraud: A case study with agent‐based simulation data	19
Infrastructure for rapid open knowledge network development	16
Will AI write scientific papers in the future?	16
Summary report for the third international competition on computational models of argumentation	15
Artificial and Human Intelligence in Mental Health	14
Human‐aware AI —A foundational framework for human–AI interaction	12
Implementation of the EU AI act calls for interdisciplinary governance	12
Is AI at human parity yet? A case study on speech recognition	11
On the care and feeding of virtual assistants: Automating conversation review with AI	11
Accurate detection of weld seams for laser welding in real‐world manufacturing	10
Agents of exploration and discovery	10
Search and learning for unsupervised text generation	10
Advances in Theory and Applications of Artificial Intelligence	9
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	9
Day‐ahead forecasting of losses in the distribution network	9
Robust internal representations for domain generalization	9
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Knowledge Graphs: Introduction, History and, Perspectives	7
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	7
Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety	6
Fusing remote and social sensing data for flood impact mapping	6

AIFARMS: Artificial intelligence for future agricultural resilience, management, and sustainability	6
The multisided complexity of fairness in recommender systems	6
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	6
Generative AI: An AI paradigm shift in the making?	6
Trustworthy residual vehicle value prediction for auto finance	6
An AI decision‐making framework for business value maximization	5
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	5
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	4
AgAID Institute—AI for agricultural labor and decision support	4
Decoding human behavior with big data? Critical, constructive input from the decision sciences	4
Efficient and robust sequential decision making algorithms	4
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	4
Improving search engine efficiency through contextual factor selection	4
Understanding political polarization using language models: A dataset and method	3
Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world	3
The Role of Open‐Source Software in Artificial Intelligence	3
Artificial Intelligence Community and Self	3
Evaluation and Design of Generalist Systems (EDGeS)	3
Engagement during pandemic teaching: Report of the EAAI‐21 Panel on Teaching Online and Blended AI Courses	3
Introduction to the Special Issue	3
AAAI News: Spring News from the Association for the Advancement of Artificial Intelligence	3
Transformative research focus considered harmful	3
Editorial Introduction: Zeitenwende — Turn of Eras	3
Looking back, looking ahead: Humans, ethics, and AI	2
Predicting micronutrient deficiency with publicly available satellite data	2
The New Faculty Highlights Program at AAAI‐21	2
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Maximizing AI reliability through anticipatory thinking and model risk audits	2
Toward AI assistants that let designers design	2
Explainability in music recommender systems	2
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	2
Issue Information	2
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	2
The return of intelligent textbooks	2
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	2
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Issue Information	2
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Advanced artificial agents intervene in the provision of reward	2
Conversational recommendation: A grand AI challenge	2
An explainable forecasting system for humanitarian needs assessment	2
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	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
Intelligent links: AI‐supported connections between employers and colleges	2
Combating misinformation in the age of LLMs: Opportunities and challenges	1
Framework to enable and test conversational assistant for APIs and RPAs	1
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2023)	1
Creating intelligent cyberinfrastructure for democratizing AI	1
Fairness amidst non‐IID graph data: A literature review	1
Exploring the impact of automated correction of misinformation in social media	1

DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	1
Audiences, automation, and AI: From structured news to language models	1
Issue Information	1
Using a Machine Learning Tool to Support High‐Stakes Decisions in Child Protection	1
Rethinking AI magazine again	1
Knowledge graphs: Introduction, history, and perspectives	1
Transforming the value chain of local journalism with artificial intelligence	1
A survey of out‐of‐distribution generalization for graph machine learning from a causal view	1
CAreFL: Enhancing smart healthcare with Contribution‐Aware Federated Learning	1
Intelligent Links: AI-Supported Connections between Employers and Colleges	1
Learning representations for robust human–robot interaction	1
In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making	1
Energy forecasting with robust, flexible, and explainable machine learning algorithms	1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D	1
AI and core electoral processes: Mapping the horizons	1
Federated learning‐powered visual object detection for safety monitoring	1
“Minimum Necessary Rigor” in empirically evaluating human–AI work systems	1
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Data‐efficient graph learning: Problems, progress, and prospects	1
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	1
Editorial introduction	1
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	1
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D	1
A new era of AI‐assisted journalism at Bloomberg	1
The third AI summer: AAAI Robert S. Engelmore Memorial Lecture	1
Offline recommender system evaluation: Challenges and new directions	1
Infrastructure for Rapid Open Knowledge Network Development	1
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	1
Editorial introduction	1
Recommendations as treatments	1
Using ChatGPT to produce code for a typical college‐level assignment	0
Issue Information	0
Intelligent online selling point extraction and generation for e‐commerce recommendation	0
Geometric Machine Learning	0
Looking back, looking ahead: Symbolic versus connectionist AI	0
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Do we need a Hippocratic Oath for artificial intelligence scientists?	0
Feedback‐based self‐learning in large‐scale conversational AI agents	0
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Prosocial dynamics in multiagent systems	0
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	0
Civicbase: An open‐source platform for deploying Quadratic Voting for Survey Research	0
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents	0
Intelligent planning for large‐scale multi‐agent systems	0
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	0
Issue Information	0
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups	0
The Promise of AI in an Open Justice System	0
A survey of security and privacy issues of machine unlearning	0
Understanding the spirit of a norm: Challenges for norm‐learning agents	0
Automatic product copywriting for e‐commerce	0
Large Scale Multilingual Sticker Recommendation In Messaging Apps	0
Human‐centered intelligent training for emergency responders	0
Towards machines that understand people	0
Anticipatory thinking in design	0
Considerations on creating conversational agents for multiple environments and users	0
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	0
Optimizing smart grid operations from the demand side	0
Artificial Intelligence's Grand Challenges: Past, Present, and Future	0
Issue Information	0
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2024)	0
Clarity 2.0: Improved assessment of product competitiveness from online content	0
Fair and optimal prediction via post‐processing	0
The National Artificial Intelligence Research Institutes program and its significance to a prosperous future	0
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems	0
A submodular optimization approach to trustworthy loan approval automation	0
Deploying an Artificial Intelligence‐based defect finder for manufacturing quality management	0
Better environments for better AI	0
Issue Information	0
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	0
Measuring the benefit of increased transparency and control in news recommendation	0
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Decoding Human Behavior with Big Data? Critical, Constructive Input from the Decision Sciences	0
Towards robust visual understanding: A paradigm shift in computer vision from recognition to reasoning	0
Building effective recommender systems for tourists	0
Deploying automated ticket router across the enterprise	0
Recommender systems: Past, present, future	0
AI and elections: An introduction to the special issue	0
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Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	0

Letter from the Editors: AI Magazine in the new era of AI	0
The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics	0
Recommender systems, ground truth, and preference pollution	0
AITA: AI trustworthiness assessment	0
Human‐centered recommender systems: Origins, advances, challenges, and opportunities	0
Engineering AI for provable retention of objectives over time	0
The Promise of AI in an Open Justice System	0
Editorial Introduction	0
Looking Back, Looking Ahead: Symbolic versus Connectionist AI	0
Artificial Intelligence and the Future of Work: A Proactive Strategy	0
Learning causality with graphs	0
Procedural Democracy and Electronic Agents	0
The AI Institute for Engaged Learning	0
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	0
The NSF Convergence Accelerator program	0
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In memory of Drew V. McDermott	0
On the reliability of Large Language Models to misinformed and demographically informed prompts	0
The NSF Convergence Accelerator Program	0
The role and significance of state‐building as ensuring national security in the context of artificial intelligence development	0
Agents of Exploration and Discovery	0
Visual crowd analysis: Open research problems	0
Deep learning for recommender systems: A Netflix case study	0
XAI is in trouble	0
Hybrid forecasting of geopolitical events†	0
The role of priming in anticipatory thinking	0
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Video Turing Test: A first step towards human‐level AI	0
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	0
Towards the ultimate brain: Exploring scientific discovery with ChatGPT AI	0
Issue Information	0
Progress in recommender systems research: Crisis? What crisis?	0
A survey of knowledge‐based sequential decision‐making under uncertainty	0
Toward the confident deployment of real‐world reinforcement learning agents	0
Issue Information	0
High‐definition map automatic annotation system based on active learning	0
Leveraging AI to improve health information access in the World's largest maternal mobile health program	0
Towards smooth mobile robot deployments in dynamic human environments	0
Physical scene understanding	0
Improve robustness of machine learning via efficient optimization and conformal prediction	0
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence	0
The 2023 International Planning Competition	0
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Hierarchical planning and reasoning about partially ordered plans—From theory to practice	0
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	0
Editorial	0
Athena – The NSF AI Institute for Edge Computing	0
Large scale multilingual sticker recommendation in messaging apps	0
AAAI 2023 Spring Symposium on HRI in Academia and Industry: Bridging the Gap	0
Rethinking the Maturity of Artificial Intelligence in Safety‐Critical Settings	0
Human-Centered Intelligent Training for Emergency Responders	0
Will AI Write Scientific Papers in the Future?	0
AI climate tipping‐point discovery (ACTD)	0
AI and agents	0
AI fairness in practice: Paradigm, challenges, and prospects	0
From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT)	0
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The anticipatory paradigm	0
Betting on bets	0
Report on the First and Second Workshops on Hierarchical Planning Held at the International Conference on Automated Planning and Scheduling	0
In Memoriam: Roger C. Schank, 1946–2023	0
A survey of consumer health question answering systems	0
Issue Information	0
Beyond scaleup: Knowledge‐aware parsimony learning from deep networks	0
Recommender systems: Trends and frontiers	0
Issue Information	0
A Biomedical Open Knowledge Network Harnesses the Power of AI to Understand Deep Human Biology	0
Decision making in open agent systems	0
Designing for human–AI complementarity in K‐12 education	0
The Association for the Advancement of Artificial Intelligence's New Award for the Societal Benefits of Artificial Intelligence — An Interview with Richard Tong	0
AI‐ALOE: AI for reskilling, upskilling, and workforce development	0
Knowledge graphs to support real‐time flood impact evaluation	0
Issue Information	0
A cognitive architecture theory of anticipatory thinking	0
Deceptively simple: An outsider's perspective on natural language processing	0
AI4OPT: AI Institute for Advances in Optimization	0
On safe and usable chatbots for promoting voter participation	0
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Machine Learning Techniques for Accountability	0
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The business of news in the AI economy	0
CORRIGENDUM	0
The Case Against Registered Reports	0
The AI field needs translational Ethical AI research	0
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	0
Artificial intelligence and auditing in small‐ and medium‐sized firms: Expectations and applications	0
The AIFS Institute: Building a better food system through AI	0
AIIRA: AI Institute for Resilient Agriculture	0
Expanding impact of mobile health programs: SAHELI for maternal and child care	0
Guest Editorial: AI and the news	0
Organizing a Successful Artificial Intelligence Online Conference: Lessons from the 13th Symposium on Combinatorial Search	0
Food information engineering	0
Issue Information	0
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI	0