Submission deadline: November 20th, 2024 December 2nd, 2024 (11:59 pm AOE)
Acceptance notification: December 9th, 2024 (11:59 pm AOE)
Camera ready for accepted submissions: January 6th, 2025 (11:59 pm AOE)
Topics
We invite contributions in all forms of development and use of AI, KG, machine learning, deep learning, data mining, semantic technologies, and graph database management systems in topics that addresses challenges in social work, justice, public health, and other relevant topics. Topics of interest include, but are not limited to:
KG and AI applications in advancing healthcare
KG with Social Determinants of Health (SDOH): Mapping, Visualization, and integrating SDOH data
Predictive modeling and machine learning using knowledge reasoning, extraction, and integration
Successful implementations, case studies, and initiatives that integrated KGs and AI for health and justice
Technical, ethical, and logistical challenges in applying KGs, AI, and FMs to social science
Designing interventions and policies based on KG and AI insights
Knowledge graph enhanced large language models (LLMs) and retrieval-augmented generation (RAG) and their applications in social science
Relational and graph based reasoning and multimodal learning with knowledge graphs
Instructions
Page limit: We invite the submission of long, short, and demo papers. Long papers may consist of up to 7 pages of content + references. Short and demo papers may consist of up to 4 pages of content + references. All papers should be formatted according to the AAAI conference’s guidelines (https://aaai.org/conference/aaai/aaai-25/submission-instructions/). All submissions will be double-blind reviewed by the Program Committee on the basis of technical quality, relevance to scope of the conference, originality, significance, and clarity. Accepted papers will be presented at the workshop and included in a workshop proceeding. Aligning with this year's AAAI guidelines, all accepted papers will be presented as in-person oral presentations.
We look forward to your submissions and to seeing you at the workshop. If you have any questions, please feel free to contact the organizing committee.
Any questions may be directed to the workshop e-mail address: kg4hejssworkshop@gmail.com.