Interactive intelligent environment based on machine learning and embedded systems to support the monitoring and learning processes of children with motor disorders

General Objective: Study biopolymer fibers, natural and safe supplements, determining their efficacy as immunostimulants, in order to improve the resistance of P. vannamei shrimp to acute hepatopancreatic necrosis (AHPND).

Specific objectives

  • Characterize the child population that presents special educational needs focused on the intervention of motor difficulties in order to establish the variables of interest and the base guidelines for the development of tools and prototypes.
  • Establish a line of therapeutic and educational intervention based on expert systems and hardware and software prototypes, for children with motor difficulties.
  • Design and build 4 prototypes (types: A1,A2,B1,B2) based on intelligent tools and embedded systems that serve as support for the rehabilitation and educational intervention of children with motor difficulties.
  • Create a web access platform and a data repository for the remote collection of information (diagnosis and session progress) collected during therapeutic sessions with children.
  • Design and develop a decision-making support module based on artificial intelligence and mathematical models that allows the automatic generation of therapeutic intervention plans/proposals for children with motor difficulties.
  • Validate serious play, expert system, and developed prototypes through controlled laboratory tests and field trials with children.
  • Design a semantic network that allows modeling the learning difficulties presented by children and their relationship with motor problems and the proposed rehabilitation strategies.

Participating Institutions:

UPS, UDA, UCACUE.

Participants:

Project Director Luis Javier Serpa Andrade, Electronics Engineer – UPS.

  • Vladimir Robles Bykbayev
  • Eduardo Guillermo Pinos Velez
  • Roberto Agustin Garcia Velez
  • Nataly Marcela Campos Sarmiento
  • Monica Isabel Rodas Tobar
  • Adriana del Pilar Leon Pesantez
  • Jean Paul Mata Quevedo
  • Andres Sebastian Quevedo Sacoto

Awarded budget: $47600

Project status: Signing of agreements.