The document summarizes a presentation about AIDA, a biological knowledge extraction toolbox used in a Virtual Laboratory for e-Science. The presentation demonstrated how AIDA can be used for life science applications like extracting knowledge from literature on chromatin structure, and for food informatics applications like developing a food thesaurus. It also described components of the AIDA toolbox and examples of biological and food science workflows developed using AIDA services.
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Bio AID Biological knowledge extraction
1. with AIDA Biological knowledge extraction for a Virtual Laboratory for e-Science ( Bio AID ) Marco Roos , Scott Marshall, Sophia Katrenko, Edgar Meij, Willem van Hage, Pieter Adriaans AIDA demonstration Uk-AHM, Nottingham, September 10, 2007
10. Biomedical knowledge repository 08/06/09 BioAID PubMed statistics http://www.ncbi.nlm.nih.gov/entrez >17 million citations >400,000 added/year ~70,000 searches/month … Does not compute Does not fit
11. Text mining 08/06/09 BioAID Biology Customized or personalized experiment Extracted knowledge I want to do it my way, use my models Carole Goble’s me -scientist
12. Bioinformatics and e-science 08/06/09 BioAID Single purpose, black box application Customized experiments with reusable components My component Your component My component Your component My component
13. The AIDA toolbox for knowledge extraction and knowledge management in a Virtual Laboratory for e-Science
14. Components of the AIDA toolbox used for Life Science knowledge extraction
We will demonstrate a biological application of the ‘Adaptive Information Disclosure Application’ toolbox, a toolbox that is of general purpose, but can be used for specific applications, such as life science.