loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Authors: Fagner Leal Pantoja 1 ; Marco Antonio de Carvalho Filho 2 and André Santanchè 1

Affiliations: 1 Institute of Computing, University of Campinas, Campinas, Brazil ; 2 Faculty of Veterinary Medical Education, Utrecht University, Utrecht, The Netherlands

Keyword(s): Semantic Web, Natural Language Processing, Machine Learning, Citizen Science, Clinical Reasoning.

Abstract: We propose a new approach to support human agents to annotate semantic concepts in free-text sentences in the biomedical domain. Using our markdown-derived language called Versum, authors can easily annotate relevant terms while producing content for Citizen Science systems. Besides, an embedded Automatic Annotation Mechanism suggests semantic concepts for the author. It implements a Named Entity Recognition task using a hybrid approach: (1) a Transformer-based Deep Neural Network and (2) an Ontology-based method. We conducted a case study running over content produced in the Harena e-learning system, which intends to teach Clinical Reasoning to students using Clinical Cases. Results of this pilot evaluation suggest the potential of Harena Semantics to engage volunteers in the production of semantic, agent-centered resources on crowdsourcing systems.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.145.206.169

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Pantoja, F.; Filho, M. and Santanchè, A. (2022). Harena Semantics: A Framework to Support Semantic Annotation in Citizen Science Systems. In Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2022) - HEALTHINF; ISBN 978-989-758-552-4; ISSN 2184-4305, SciTePress, pages 336-343. DOI: 10.5220/0010785300003123

@conference{healthinf22,
author={Fagner Leal Pantoja. and Marco Antonio de Carvalho Filho. and André Santanchè.},
title={Harena Semantics: A Framework to Support Semantic Annotation in Citizen Science Systems},
booktitle={Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2022) - HEALTHINF},
year={2022},
pages={336-343},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010785300003123},
isbn={978-989-758-552-4},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2022) - HEALTHINF
TI - Harena Semantics: A Framework to Support Semantic Annotation in Citizen Science Systems
SN - 978-989-758-552-4
IS - 2184-4305
AU - Pantoja, F.
AU - Filho, M.
AU - Santanchè, A.
PY - 2022
SP - 336
EP - 343
DO - 10.5220/0010785300003123
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic