AI Magazine

Papers
(The median citation count of AI Magazine is 0. 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 2020-03-01 to 2024-03-01.)
ArticleCitations
Deep learning for recommender systems: A Netflix case study33
Escaping the McNamara Fallacy: Toward More Impactful Recommender Systems Research23
Explainability in music recommender systems19
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence14
Designing for human–AI complementarity in K‐12 education13
From F to A on the New York Regents Science Exams — An Overview of the Aristo Project13
The third AI summer: AAAI Robert S. Engelmore Memorial Lecture12
Rethinking the Maturity of Artificial Intelligence in Safety‐Critical Settings12
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems12
Recommender systems: Past, present, future12
Governance, Risk, and Artificial Intelligence11
Progress in recommender systems research: Crisis? What crisis?10
Human‐centered recommender systems: Origins, advances, challenges, and opportunities10
Challenges of Human‐Aware AI Systems10
Knowledge graphs to support real‐time flood impact evaluation9
Advanced artificial agents intervene in the provision of reward9
Adaptive Learning Technologies8
Improving the Accuracy and Transparency of Underwriting with Artificial Intelligence to Transform the Life‐Insurance Industry8
Offline recommender system evaluation: Challenges and new directions8
Smart Infrastructure for Future Urban Mobility7
Knowledge Graphs: Introduction, History and, Perspectives7
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture7
On Crashing the Barrier of Meaning in Artificial Intelligence7
The multisided complexity of fairness in recommender systems7
Looking Back, Looking Ahead: Symbolic versus Connectionist AI6
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence6
Building effective recommender systems for tourists6
Patterns and Antipatterns, Principles, and Pitfalls: Accountability and Transparency in Artificial Intelligence6
Recommendations as treatments6
Experiences and Insights for Collaborative Industry–Academic Research in Artificial Intelligence5
Artificial Intelligence and the Future of Work: A Proactive Strategy5
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge4
Using a Machine Learning Tool to Support High‐Stakes Decisions in Child Protection4
Towards the ultimate brain: Exploring scientific discovery with ChatGPT AI4
Decoding human behavior with big data? Critical, constructive input from the decision sciences4
Recommender systems: Trends and frontiers4
Recommending news in traditional media companies4
Human Language Technology3
Knowledge graphs: Introduction, history, and perspectives3
The Reproducibility Crisis Is Real3
Machine Learning Techniques for Accountability3
Hybrid forecasting of geopolitical events†3
The Promise of AI in an Open Justice System3
Report on the 2019 International Joint Conferences on Artificial Intelligence Explainable Artificial Intelligence Workshop3
Human‐centered intelligent training for emergency responders3
A survey of knowledge‐based sequential decision‐making under uncertainty3
Scaling‐Up Data‐Driven Pilot Projects3
Addressing the Challenges of Government Service Provision with Artificial Intelligence3
Using ChatGPT to produce code for a typical college‐level assignment2
Ascend by Evolv: Artificial Intelligence‐Based Massively Multivariate Conversion Rate Optimization2
A biomedical open knowledge network harnesses the power of AI to understand deep human biology2
Visual crowd analysis: Open research problems2
The AI field needs translational Ethical AI research2
Artificial Intelligence's Grand Challenges: Past, Present, and Future2
Artificial intelligence and auditing in small‐ and medium‐sized firms: Expectations and applications2
Toward AI assistants that let designers design2
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program2
The Association for the Advancement of Artificial Intelligence's New Award for the Societal Benefits of Artificial Intelligence — An Interview with Richard Tong2
The Case Against Registered Reports2
Looking back, looking ahead: Symbolic versus connectionist AI2
DARPA's Impact on Artificial Intelligence2
Artificial Intelligence for Social Impact: Learning and Planning in the Data‐to‐Deployment Pipeline2
Summary report for the third international competition on computational models of argumentation2
Learning causality with graphs2
Automated Assignment of Helpdesk Email Tickets: An Artificial Intelligence Life‐Cycle Case Study2
Feedback‐based self‐learning in large‐scale conversational AI agents2
Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source2
DARPA's Role in Machine Learning1
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents1
Infrastructure for Rapid Open Knowledge Network Development1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D1
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems1
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation1
AITA: AI trustworthiness assessment1
Trustworthy residual vehicle value prediction for auto finance1
Understanding the spirit of a norm: Challenges for norm‐learning agents1
Infrastructure for rapid open knowledge network development1
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI1
Conversational Agents for Complex Collaborative Tasks1
“Minimum Necessary Rigor” in empirically evaluating human–AI work systems1
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?1
Conversational recommendation: A grand AI challenge1
Considerations on creating conversational agents for multiple environments and users1
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering1
Decoding Human Behavior with Big Data? Critical, Constructive Input from the Decision Sciences1
What I Wish I Had Known Early in Graduate School but Didn't — and How to Prepare For a Good Job Afterward1
Decision making in open agent systems1
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems1
On safe and usable chatbots for promoting voter participation1
Vision and Robotics1
Federated learning‐powered visual object detection for safety monitoring1
What Happens When Artificial Intelligence Invents: Is the Invention Patentable?1
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning1
Do we need a Hippocratic Oath for artificial intelligence scientists?1
The return of intelligent textbooks1
Recommender systems, ground truth, and preference pollution1
Artificial and Human Intelligence in Mental Health1
Integrated Artificial Intelligence Systems1
Will AI write scientific papers in the future?1
Deploying an Artificial Intelligence‐based defect finder for manufacturing quality management1
Predicting micronutrient deficiency with publicly available satellite data0
Betting on bets0
The Defense Advanced Research Projects Agency's Artificial Intelligence Vision0
Editorial0
Anticipatory thinking in design0
Intelligent links: AI‐supported connections between employers and colleges0
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Optimizing smart grid operations from the demand side0
Issue Information0
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups0
The New Faculty Highlights Program at AAAI‐210
Issue Information0
AIFARMS: Artificial intelligence for future agricultural resilience, management, and sustainability0
In Memoriam: Roger C. Schank, 1946–20230
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”0
Engagement during pandemic teaching: Report of the EAAI‐21 Panel on Teaching Online and Blended AI Courses0
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence0
Search and learning for unsupervised text generation0
Human-Centered Intelligent Training for Emergency Responders0
Patrick Henry Winston — Two Reflections0
Prosocial dynamics in multiagent systems0
A Biomedical Open Knowledge Network Harnesses the Power of AI to Understand Deep Human Biology0
Evolution of a Robust Artificial Intelligence System: A Case Study of the Association for the Advancement of Artificial Intelligence's AI‐Alert0
Rethinking AI magazine again0
High‐definition map automatic annotation system based on active learning0
Large‐Scale Personalized Categorization of Financial Transactions0
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AAAI 2023 Spring Symposium on HRI in Academia and Industry: Bridging the Gap0
The Role of Open‐Source Software in Artificial Intelligence0
Civicbase: An open‐source platform for deploying Quadratic Voting for Survey Research0
Will AI Write Scientific Papers in the Future?0
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Editorial Introduction: Zeitenwende — Turn of Eras0
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Organizing a Successful Artificial Intelligence Online Conference: Lessons from the 13th Symposium on Combinatorial Search0
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control0
Research Updates from the Deployed Applications of the 2018 Innovative Applications of Artificial Intelligence Conference (IAAI‐18): Editorial Introduction to the Special Articles on Innovative AI 0
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D0
AAAI Conferences Calendar0
Human‐aware AI —A foundational framework for human–AI interaction0
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Issue Information0
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program0
The Success of Conversational AI and the AI Evaluation Challenge It Reveals0
Expanding impact of mobile health programs: SAHELI for maternal and child care0
AgAID Institute—AI for agricultural labor and decision support0
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems0
Remembering Nils Nilsson0
The AI Institute for Engaged Learning0
Issue Information0
Spring News from the Association for the Advancement of Artificial Intelligence0
Agents of exploration and discovery0
Towards machines that understand people0
A cognitive architecture theory of anticipatory thinking0
Looking back, looking ahead: Humans, ethics, and AI0
Intelligent planning for large‐scale multi‐agent systems0
Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media0
Letter from the Editors: AI Magazine in the new era of AI0
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2023)0
Evaluation and Design of Generalist Systems (EDGeS)0
AIIRA: AI Institute for Resilient Agriculture0
On the care and feeding of virtual assistants: Automating conversation review with AI0
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Physical scene understanding0
Understanding political polarization using language models: A dataset and method0
The Promise of AI in an Open Justice System0
Is AI at human parity yet? A case study on speech recognition0
Issue Information0
Fall News from the Association for the Advancement of Artificial Intelligence0
A survey of consumer health question answering systems0
Large Scale Multilingual Sticker Recommendation In Messaging Apps0
Agents of Exploration and Discovery0
AI and core electoral processes: Mapping the horizons0
The AIFS Institute: Building a better food system through AI0
Sketch Worksheets in Science, Technology, Engineering, and Mathematics Classrooms: Two Deployments0
The anticipatory paradigm0
The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics0
Hierarchical planning and reasoning about partially ordered plans—From theory to practice0
AAAI News: Spring News from the Association for the Advancement of Artificial Intelligence0
Procedural Democracy and Electronic Agents0
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AAAI Conference Calendar0
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation0
Editorial introduction0
AI and elections: An introduction to the special issue0
Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety0
Adaptable Conversational Machines0
Introduction to the Special Issue0
Issue Information0
Accurate detection of weld seams for laser welding in real‐world manufacturing0
From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT)0
Energy forecasting with robust, flexible, and explainable machine learning algorithms0
AAAI Conferences Calendar0
Day‐ahead forecasting of losses in the distribution network0
AI4OPT: AI Institute for Advances in Optimization0
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The 27th International Conference on Case‐Based Reasoning0
Deploying automated ticket router across the enterprise0
The role of priming in anticipatory thinking0
Transformative research focus considered harmful0
Intelligent online selling point extraction and generation for e‐commerce recommendation0
Novelty detection for election fraud: A case study with agent‐based simulation data0
Clarity 2.0: Improved assessment of product competitiveness from online content0
Issue Information0
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The NSF Convergence Accelerator program0
Advances in Theory and Applications of Artificial Intelligence0
Place Your Bets: Will Machine Learning Outgrow Human Labeling?0
Athena – The NSF AI Institute for Edge Computing0
Maximizing AI reliability through anticipatory thinking and model risk audits0
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography0
The success of Conversational AI and the AI evaluation challenge it reveals0
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AAAI Conferences Calendar0
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence0
Knowledge Representation and Reasoning — A History of DARPA Leadership0
The NSF Convergence Accelerator Program0
In memory of Drew V. McDermott0
Editorial introduction0
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case0
Editorial Introduction0
Issue Information0
Winter News from the Association for the Advancement of Artificial Intelligence0
AI climate tipping‐point discovery (ACTD)0
Two Workshops, a Report, and a 100‐Year Study of Artificial Intelligence and Society0
AI‐ALOE: AI for reskilling, upskilling, and workforce development0
CAreFL: Enhancing smart healthcare with Contribution‐Aware Federated Learning0
Automatic product copywriting for e‐commerce0
Artificial Intelligence Community and Self0
CORRIGENDUM0
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Generative AI: An AI paradigm shift in the making?0
Summer News from the Association for the Advancement of Artificial Intelligence0
Intelligent Links: AI-Supported Connections between Employers and Colleges0
Large scale multilingual sticker recommendation in messaging apps0
An AI decision‐making framework for business value maximization0
Report on the First and Second Workshops on Hierarchical Planning Held at the International Conference on Automated Planning and Scheduling0
Groups of experts often differ in their decisions: What are the implications for AI and machine learning? A commentary on Noise: A Flaw in Human Judgment, by Kahneman, Sibony, and Sunstein (2020
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Robust internal representations for domain generalization0
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence0
An explainable forecasting system for humanitarian needs assessment0
Video Turing Test: A first step towards human‐level AI0
Improving search engine efficiency through contextual factor selection0
The National Artificial Intelligence Research Institutes program and its significance to a prosperous future0
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