Potential topics of interest include, but are not limited to: 

1. Context Modeling and Representation

   • Scalable representation of diverse contextual data.

   • Modeling dependencies and temporal behaviors.

   • Improving accuracy, robustness, and scalability.

2. Machine Learning for Context Recognition and Interpretation

   • Adapting machine learning models

   • Multi-modal data fusion (sensor, video, audio).

   • Addressing data scarcity with semi-supervised or unsupervised learning.

   • Applying continual or transfer learning for evolving contexts.

3. Context Reasoning Techniques

   • Hybrid reasoning (symbolic and machine learning).

   • Probabilistic and logic-based approaches for uncertainty.

   • Hybrid models for safety-critical applications.

4. Security and Privacy in Context-Aware CPS

   • Privacy frameworks for user-centric CPS.

   • Mitigating security risks and vulnerabilities.

   • Federated learning and data anonymization for privacy.

5. Human-Centric Context Awareness

   • Enhancing human-computer interaction in CPS.

   • Personalization and adaptation based on user preferences.

   • Legal and ethical aspects of intelligent CPS 

6. LLMs and Context-Aware Systems

   • Leveraging LLMs for context representation and understanding

   • Using LLMs for natural language interaction in context-aware systems

   • Combining LLMs with traditional reasoning methods for enhanced context interpretation

7. Applications of Context-Aware CPS

   • Real-world use cases: smart cities, healthcare, IoT, autonomous vehicles.

Submission Requirements:

Papers submitted either as a full research paper of up to 8 pages or an extended abstract up to 2 pages,  that can include recent or ongoing research, challenges with datasets, and surveys. Authors should follow formatting guidelines in the AAAI-24 Author Kit. All submissions undergo a peer-review, must be anonymized, and should not have been published or under review elsewhere. 

Submission Site: https://easychair.org/my/conference?conf=suss25 

Registration:

https://aaai.getregistered.net/2025-summer-symposium

Important Dates

• Submission due: March 15, 2025

• Author notification: March 30, 2025

• Registration due: April 14, 2025

• Symposium: May 20 - May 22, 2025

Proceedings 

Papers will be included in the AAAI Proceedings (Scopus indexed).