From 5ac132a1d420cbf228d122fb3c6528ed7b856b74 Mon Sep 17 00:00:00 2001 From: Hanna Abi Akl Date: Sat, 6 Jan 2024 16:05:44 +0100 Subject: [PATCH] Add demo proposition --- demos/README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/demos/README.md b/demos/README.md index d8e760d..8d6180c 100644 --- a/demos/README.md +++ b/demos/README.md @@ -81,6 +81,14 @@ This will be a series of demos focusing on techniques for learning knowledge gra * [One-shot learning](https://en.wikipedia.org/wiki/One-shot_learning) aims to learn information about object categories from one, or only a few, training samples/images. * [Taxonomy vs Ontology: Machine learning breakthroughs](https://www.dataversity.net/taxonomy-vs-ontology-machine-learning-breakthroughs/) - a brief introduction. * [Knowledge Graph Refinement](http://semantic-web-journal.net/system/files/swj1167.pdf) - a survey of approaches and evaluation methods. +* [Ontology Alignment](https://en.wikipedia.org/wiki/Ontology_alignment) - aims to explore startegies and methods to match terms from different ontologies and extend domain ontologies. Additional ontology alignment resources: + - [Introduction to ontology matching and alignment](https://exmo.inria.fr/teaching/swc/ontoalign.pdf) + - [EDOAL: Expressive and Declarative Ontology Alignment Language](https://moex.gitlabpages.inria.fr/alignapi/edoal.html) + + A possible application demonstartor can show a simple ontology-to-ontology concept matching and/or concept extension for a specific domain (e.g., extending the [MedDRA](https://bioportal.bioontology.org/ontologies/MEDDRA) ontology using another biomedical ontology). Some resources and examples of ontology extension in different domains: + - [Biomedical Domain](https://bioportal.bioontology.org/ontologies) + - [Chemical Domain](https://arxiv.org/abs/2109.09202) + - [Marine Environmental Domain](https://ceur-ws.org/Vol-679/paper11.pdf) ### Learning Rulesets for Tasks