Knowledge Representation and Management: Interest in New Solutions for Ontology Curation - Sorbonne Université Accéder directement au contenu
Article Dans Une Revue IMIA Yearbook of Medical Informatics Année : 2021

Knowledge Representation and Management: Interest in New Solutions for Ontology Curation

Résumé

Objective: To select, present and summarize some of the best papers in the field of Knowledge Representation and Management (KRM) published in 2020. Methods: A comprehensive and standardized review of the medical informatics literature was performed to select the most interesting papers of KRM published in 2020, based on PubMed queries. This review was conducted according to the IMIA Yearbook guidelines. Results: Four best papers were selected among 1,175 publications. In contrast with the papers selected last year, the four best papers of 2020 demonstrated a significant focus on methods and tools for ontology curation and design. The usual KRM application domains (bioinformatics, machine learning, and electronic health records) were also represented. Conclusion: In 2020, ontology curation emerges as a significant topic of research interest. Bioinformatics, machine learning, and electronics health records remain significant research areas in the KRM community with various applications. Knowledge representations are key to advance machine learning by providing context and to develop novel bioinformatics metrics. As in 2019, representations serve a great variety of applications across many medical domains, with actionable results and now with growing adhesion to the open science initiative.

Domaines

Pédiatrie
Fichier principal
Vignette du fichier
s-0041-1726508.pdf (141.23 Ko) Télécharger le fichier
Origine : Publication financée par une institution

Dates et versions

hal-03351790 , version 1 (22-09-2021)

Identifiants

Citer

Ferdinand Dhombres, Jean Charlet. Knowledge Representation and Management: Interest in New Solutions for Ontology Curation. IMIA Yearbook of Medical Informatics, 2021, 30 (01), pp.185 - 190. ⟨10.1055/s-0041-1726508⟩. ⟨hal-03351790⟩
58 Consultations
49 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More