AI Magazine

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 2020-05-01 to 2024-05-01.)
ArticleCitations
Deep learning for recommender systems: A Netflix case study39
Escaping the McNamara Fallacy: Toward More Impactful Recommender Systems Research24
Explainability in music recommender systems22
The third AI summer: AAAI Robert S. Engelmore Memorial Lecture15
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence15
Designing for human–AI complementarity in K‐12 education15
From F to A on the New York Regents Science Exams — An Overview of the Aristo Project14
Rethinking the Maturity of Artificial Intelligence in Safety‐Critical Settings13
Challenges of Human‐Aware AI Systems13
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems12
Recommender systems: Past, present, future12
Offline recommender system evaluation: Challenges and new directions11
Adaptive Learning Technologies11
Progress in recommender systems research: Crisis? What crisis?11
Human‐centered recommender systems: Origins, advances, challenges, and opportunities10
Knowledge graphs to support real‐time flood impact evaluation10
Advanced artificial agents intervene in the provision of reward9
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture9
Improving the Accuracy and Transparency of Underwriting with Artificial Intelligence to Transform the Life‐Insurance Industry9
Knowledge Graphs: Introduction, History and, Perspectives9
Building effective recommender systems for tourists8
The multisided complexity of fairness in recommender systems8
On Crashing the Barrier of Meaning in Artificial Intelligence8
Looking Back, Looking Ahead: Symbolic versus Connectionist AI7
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence7
Artificial Intelligence and the Future of Work: A Proactive Strategy6
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge6
Recommendations as treatments5
Recommending news in traditional media companies5
Using a Machine Learning Tool to Support High‐Stakes Decisions in Child Protection5
Decoding human behavior with big data? Critical, constructive input from the decision sciences5
Artificial Intelligence for Social Impact: Learning and Planning in the Data‐to‐Deployment Pipeline4
Recommender systems: Trends and frontiers4
The Reproducibility Crisis Is Real4
Towards the ultimate brain: Exploring scientific discovery with ChatGPT AI4
Human Language Technology3
Hybrid forecasting of geopolitical events†3
Knowledge graphs: Introduction, history, and perspectives3
Scaling‐Up Data‐Driven Pilot Projects3
Human‐centered intelligent training for emergency responders3
A survey of knowledge‐based sequential decision‐making under uncertainty3
The Promise of AI in an Open Justice System3
Machine Learning Techniques for Accountability3
Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source3
Artificial intelligence and auditing in small‐ and medium‐sized firms: Expectations and applications3
The return of intelligent textbooks3
Automated Assignment of Helpdesk Email Tickets: An Artificial Intelligence Life‐Cycle Case Study2
Feedback‐based self‐learning in large‐scale conversational AI agents2
Artificial Intelligence's Grand Challenges: Past, Present, and Future2
Looking back, looking ahead: Symbolic versus connectionist AI2
Federated learning‐powered visual object detection for safety monitoring2
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program2
Learning causality with graphs2
The Association for the Advancement of Artificial Intelligence's New Award for the Societal Benefits of Artificial Intelligence — An Interview with Richard Tong2
Integrated Artificial Intelligence Systems2
Deploying an Artificial Intelligence‐based defect finder for manufacturing quality management2
DARPA's Impact on Artificial Intelligence2
Toward AI assistants that let designers design2
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
The Case Against Registered Reports2
Decision making in open agent systems2
Using ChatGPT to produce code for a typical college‐level assignment2
Summary report for the third international competition on computational models of argumentation2
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