short-paper

Strategies for content recommendation in the Brazilian rapid response to syphilis project

Authors:

Philippi Sedir Grilo de Morais,

Rodrigo Dantas da Silva,

José Arilton Pereira Filho,

Ricardo Alexsandro de Medeiros Valentim,

Karilany Dantas Coutinho,

Carlos Alberto Pereira de Oliveira,

Azim Roussanaly,

Anne BoyerAuthors Info & Claims

EATIS '20: Proceedings of the 10th Euro-American Conference on Telematics and Information Systems

Article No.: 56, Pages 1 - 6

https://doi.org/10.1145/3401895.3402089

Published: 29 January 2021 Publication History

Abstract

Syphilis is a Sexually Transmitted Infection (STI) which the Brazilian Ministry of Health has acknowledged an epidemic since 2016. To face such a problem, it is essential to develop and implement educational actions enhanced by information and communication technologies to qualify, train and raise awareness nationally. Considering the increasing number of Open Educational Resources developed, existing open health repositories and other digital platforms that allow interaction in the Brazilian Unified Health System (SUS) as well as the vast number of Healthcare Information Systems, it is essential to the develop solutions to efficiently and costly recommend content accordingly to the interest of health professionals and the current needs and priorities of the SUS, such as the epidemic of syphilis. This paper presents a discussion on the information systems and the data available and strategies of recommendation systems based on this scenario, integrating health surveillance, formative needs, georeference of health teams and professionals and epidemiological data to recommend content to health professionals all over the country.

References

[1]

A. Anandhan, L. Shuib, M. A. Ismail, and G. Mujtaba. 2018. Social Media Recommender Systems: Review and Open Research Issues. IEEE Access 6 (2018), 15608--15628.

[2]

Brasil. 2016. Portaria n^o 204, de 17 de fevereiro de 2016. Define a Lista Nacional de Notificação Compulsória de doenças, agravos e eventos de saúde pública nos serviços de saúde públicos e privados em todo o território nacional, nos termos do anexo, e dã outras providências. Diãrio Oficial da União 32 (2016).

[3]

Ministério da Saúde Brasil. [n.d.]. AVASUS - Transparência. https://avasus.ufrn.br/local/avasplugin/dashboard/transparencia.php

[4]

Ministério da Saúde Brasil. 2011. Protocolo Clínico e Diretrizes Terapêuticas para Atenção Integral às Pessoas com Infecções Sexualmente Transmissíveis. Vasa 40, Supplement 81 (sep 2011), 5--40. arXiv:1011.1669v3

[5]

Ministério da Saúde Brasil. 2017. Agenda de ações estratégicas para redução da sífilis no Brasil. (2017), 34. http://www.aids.gov.br/pt-br/pub/2017/agenda-de-acoes-estrategicas-para-reducao-da-sifilis-no-brasil

[6]

R. Chen, Q. Hua, Y. Chang, B. Wang, L. Zhang, and X. Kong. 2018. A Survey of Collaborative Filtering-Based Recommender Systems: From Traditional Methods to Hybrid Methods Based on Social Networks. IEEE Access 6 (2018), 64301--64320.

[7]

José Roberto Bittencourt Costa, Juliana Donella Moraco, Hugo Rodrigues Bittencourt Costa, and Fel\'\icia M C N da Rocha. 2016. Utilização do portal saúde baseada em evidências a partir de um folder explicativo. Revista JOPIC UNIFESO 1, 1 (2016).

[8]

Ministério da Saúde and Ministério da Saúde. 2001. Manual de procedimentos do sistema de informações sobre mortalidade.

[9]

A.G Fallis. 2019. O USO DAS TECNOLOGIAS DA INFORMAÇÃO E COMUNICAÇÃO NA EDUCAÇÃO PERMANENTE DE TRABALHADORES PARA A SAÚDE: um olhar sobre o AVASUS. Journal of Chemical Information and Modeling 53, 9 (2019), 1689--1699. arXiv:arXiv:1011.1669v3

[10]

F. O. Isinkaye, Y. O. Folajimi, and B. A. Ojokoh. 2015. Recommendation systems: Principles, methods and evaluation. Egyptian Informatics Journal (2015).

[11]

Balraj Kumar and Neeraj Sharma. 2016. Approaches, Issues and Challenges in Recommender Systems: A Systematic Review. Indian Journal of Science and Technology 9 (12 2016).

[12]

JosuÃ©Laguardia, Carla Magda Allan Domingues, Carolina Carvalho, Carlos Rodrigo Lauerman, Eduardo MacÃ¡rio, and Ruth Glatt. 2004. Sistema de informaÃ§Ãde agravos de notificaÃ§Ãem saÃ(Sinan): desafios no desenvolvimento de um sistema de informaÃ§Ãem saÃ. Epidemiologia e ServiÃde SaÃ 13 (09 2004), 135 -- 146. http://scielo.iec.gov.br/scielo.php?script=sci_arttext&pid=S1679-49742004000300002&nrm=iso

[13]

Izabel Lopes¹, Kaline Araújo, Maurício Oliveira, and Ricardo Valentim. [n.d.]. O USO DE RECURSOS EDUCACIONAIS ABERTOS COMO UMA ALTERNATIVA PARA MATERIAIS AUTOINSTRUCIONAIS NA EDUCAÇÃO A DISTÂNCIA. ([n. d.]).

[14]

James Macinko, Matthew J Harris, and Marcia Gomes Rocha. 2017. Brazil's National Program for Improving Primary Care Access and Quality (PMAQ): fulfilling the potential of the world's largest payment for performance system in primary care. The Journal of ambulatory care management 40, 2 Suppl (2017), S4.

[15]

Antônio da Cruz Gouveia Mendes, Jarbas Barbosa da Silva Junior, Kãtia Rejane Medeiros, Tereza Maciel Lyra, Domício Aurélio de Sã, et al. 2000. Avaliação do Sistema de Informações Hospitalares-SIH/SUS como fonte complementar na vigilância e monitoramento de doenças de notificação compulsória. (2000).

[16]

ORGANIZAÇÃO MUNDIAL DA SAUDE. 2008. Eliminação mundial da sífilis congénita: Fundamento lógico e estratégia para acção. Oms (2008), 46. http://apps.who.int/iris/bitstream/10665/43782/4/9789248595851{_}por.pdf

[17]

Thiago Petra, Fernanda Marcolino, Aline Corso, and Felipe Cavalcanti. 2015. EaD Colaborativa no SUS: uma proposta da Comunidade de Prãticas para os trabalhadores da Saúde. Teknos Revista Científica 15, 2 (2015), 49--59.

[18]

Crispim Francisco dos Santos, Leandro Arantes de Melo, Luanna Silva da Costa, Michael Luiz Diana de Oliveira Oliveira, and Martins Rafael Florentino Cordeiro Martins. 2015. CNES: Cadastro Nacional de Estabelecimentos de Saúde: percurso histórico, contextualização e expectativas. In Sistemas de informação da atenção à saúde: contextos históricos, avanços e perspectivas no SUS. 109--131.

[19]

X. Zheng, C. Chen, J. Hung, W. He, F. Hong, and Z. Lin. 2015. A Hybrid Trust-Based Recommender System for Online Communities of Practice. IEEE Transactions on Learning Technologies 8, 4 (Oct 2015), 345--356.

Digital Library

Cited By

da Rocha Mdos Santos MFontes Rde Melo ACunha-Oliveira AMiranda Ade Oliveira COliveira HGusmão CLima TPinto RBarros DValentim R(2022)The Text Mining Technique Applied to the Analysis of Health Interventions to Combat Congenital Syphilis in Brazil: The Case of the “Syphilis No!” ProjectFrontiers in Public Health10.3389/fpubh.2022.85568010Online publication date: 30-Mar-2022
https://doi.org/10.3389/fpubh.2022.855680

Index Terms

Strategies for content recommendation in the Brazilian rapid response to syphilis project
1. Applied computing
  1. Education
    1. Learning management systems
  2. Life and medical sciences
    1. Health care information systems
2. Information systems
  1. Information retrieval
    1. Retrieval tasks and goals
      1. Recommender systems

Recommendations

A Recommendation System of Nutrition and Physical Activity for Patients with Type 2 Diabetes Mellitus
Intelligent Data Engineering and Automated Learning – IDEAL 2020
Abstract
The diseases related to how we eat are a major public health concern and continue to endanger the health of the population, as well as the sustainability of health systems due to the significant increase in the burden of anti-diabetic drugs as ...
Mobile Health Literacy to Improve Health Outcomes in Low-Middle Income Countries

Despite improvements in health indicators over time, such as decreased mortality and morbidity, significant challenges remain with regard to the quality in the delivery of healthcare in low and middle-income countries LMIC's, especially in rural and ...
A systematic review on recommendation systems applied to chronic diseases

A large percentage of the worldwide population is affected by chronic diseases, leading to a burden of the patient and the national healthcare systems. Recommendation systems are used for the personalization of healthcare due to their capacity of ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences

EATIS '20: Proceedings of the 10th Euro-American Conference on Telematics and Information Systems

November 2020

388 pages

ISBN:9781450377119

DOI:10.1145/3401895

Conference Chair:
Angélica Félix de Castro
Universidade Federal Rural do Semi-Árido, Brazil
,
General Chairs:
Joaquim Sousa Pinto
Universidade de Aveiro, Portugal
,
Rogério Patrício Chagas do Nascimento
Universidade Federal de Sergipe, Brazil
,
Program Chairs:
Santiago Felici-Castell
Universitat de Valéncia, Spain
,
José Javier Samper Zapater
Universitat de Valéncia, Spain

Copyright © 2020 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 29 January 2021

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Short-paper

Funding Sources

Brazilian Ministry of Health

Conference

EATIS 2020

EATIS 2020: 10th Euro American Conference on Telematics and Information Systems

November 25 - 27, 2020

Aveiro, Portugal

Acceptance Rates

Overall Acceptance Rate 17 of 64 submissions, 27%

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

1
Total Citations
View Citations
28
Total Downloads

Downloads (Last 12 months)2
Downloads (Last 6 weeks)0

Reflects downloads up to 12 Nov 2024

Other Metrics

View Author Metrics

Citations

Cited By

da Rocha Mdos Santos MFontes Rde Melo ACunha-Oliveira AMiranda Ade Oliveira COliveira HGusmão CLima TPinto RBarros DValentim R(2022)The Text Mining Technique Applied to the Analysis of Health Interventions to Combat Congenital Syphilis in Brazil: The Case of the “Syphilis No!” ProjectFrontiers in Public Health10.3389/fpubh.2022.85568010Online publication date: 30-Mar-2022
https://doi.org/10.3389/fpubh.2022.855680

View Options

Get Access

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Media

Figures

Other

Tables

View Table of Contents