Jannach, Dietmar

1. Sequence-Aware Recommender Systems
   2018/02/23 by Massimo Quadrana, Quadrana, Massimo, Paolo Cremonesi +3 · 12 citations
   Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks
2. Recommender Systems: A Primer
   2023/02/06 by Pablo Castells, Dietmar Jannach, Castells, Pablo +1 · 1 voice · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #cs.AI #cs.IR
3. On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems
   2023/08/22 by Chen, Xiaocong, Wang, Siyu, McAuley, Julian +2 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
4. Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
   2023/04/17 by Siyu Wang, Wang, Siyu, Xiaocong Chen +5 · 4 citations
   Computer Science · Psychology · #Reinforcement Learning in Robotics #Digital Mental Health Interventions
5. A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
   2025/04/23 by Chengkai Huang, Huang, Chengkai, Hongtao Huang +15 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
6. Price and Profit Awareness in Recommender Systems
   2017/07/25 by Dietmar Jannach, Gediminas Adomavičius, Jannach, Dietmar +1 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
7. Recommender Systems for Good (RS4Good): Survey of Use Cases and a Call to Action for Research that Matters
   2024/11/25 by Dietmar Jannach, Jannach, Dietmar, Alan Said +5 · 5 citations
   Computer Science · #Recommender Systems and Techniques
8. Hybrid Session-based News Recommendation using Recurrent Neural Networks
   2020/06/22 by Gabriel de Souza Pereira Moreira, Dietmar Jannach, Moreira, Gabriel de Souza P. +3 · 1 citation
   Computer Science · #Recommender Systems and Techniques #Topic Modeling #Image Retrieval and Classification Techniques
9. A Black-Box Attack Model for Visually-Aware Recommender Systems
   2020/11/05 by Cohen, Rami, Shalom, Oren Sar, Jannach, Dietmar +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Conversational Recommendation: A Grand AI Challenge
    2022/03/17 by Jannach, Dietmar, Chen, Li · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.3.3 #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR)