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 2020-03-01 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
Human‐centered recommender systems: Origins, advances, challenges, and opportunities10
Challenges of Human‐Aware AI Systems10
Progress in recommender systems research: Crisis? What crisis?10
Knowledge graphs to support real‐time flood impact evaluation9
Advanced artificial agents intervene in the provision of reward9
Improving the Accuracy and Transparency of Underwriting with Artificial Intelligence to Transform the Life‐Insurance Industry8
Offline recommender system evaluation: Challenges and new directions8
Adaptive Learning Technologies8
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
Smart Infrastructure for Future Urban Mobility7
Knowledge Graphs: Introduction, History and, Perspectives7
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
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
Human Language Technology3
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
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
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