2024 Rich Semantics Workshop

Workshop for 26th International Conference on Asia-Pacific Digital Libraries

ICADL 2024 – Kuala Lumpur (Bandar Sunway)

Dec 6, 2024 (afternoon)

 

Rapidly emerging technologies such as Large Language Models (LLMs), Knowledge Graphs, and Semantic Modeling present opportunities, and challenges for new digital library services.   Moreover, massive amounts of online digital content can be used to develop sophisticated rich knowledge sources.  This workshop will examine the intersection and complementary use of semantic modeling, knowledge graphs, social media mining, and generative AI technologies.

 

Call for Papers:

 

Schedule:

 

1:30-1:35           R.B. Allen, Welcome

1:35-2:00            Wei-Ming Cheng, Tsung-Hua Wu, Evaluation of Knowledge Graph Visualization System for Digital Literacy Education in the Era of Artificial Intelligence

2:00-2:25            Chris Khoo, Sian-Gek Ng, Populating a Knowledge Graph of Singapore Pioneers: Information Extraction from Biographies in Singapore Infopedia Using NLP (SpaCy) and Transformer/BERT modeling

2:25-2:50            Masao Takaku, Knowledge Representation of Educational Metadata in Linked Open Data: Promoting the Educational Use of Digital Cultural Heritage

2:50-3:15            Shin-Jye Lee, Wei-Ning Cheng, Unsupervised Generative AI Methodology to Empower the Recommendation Diversity based on Library 4.0 

3:15-3:40            Jaihyun Park, A Computational Approach Toward Understanding Political Language of Ideologically Opposing Groups – From Historical Newspapers to Social Media 

3:40-4:05            TBA

4:05-4:30            R.B. Allen, Semantic Models Applied to Social Systems

4:30                    R.B. Allen, Closing