A new approach to track and analyze the evolution of scientific experiments

• Grant number: 17/03570-3
• Support Opportunities: Scholarships abroad - Research Internship - Doctorate
• Start date: July 07, 2017
• End date: July 06, 2018
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Claudia Maria Bauzer Medeiros
• Grantee: Lucas Augusto Montalvão Costa Carvalho
• Supervisor: Yolanda Gil
• Host Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• Institution abroad: University of Southern California (USC), United States
• Associated to the scholarship: 14/23861-4 - Modeling data through different science experiments using scientific workflow and ontologies, BP.DR

Abstract

This research proposal aims at investigating how to track and analyze the evolution of computational experiments, as scientists iteratively design, execute, share, and reuse their data analysis workflows.This will allow the analysis and comparison of workflow versions and how different workflow executions relate to each other. Our ultimate goal is to foster knowledge capture, reuse and understandability of experiments.We will base our approach taking advantage of (database) versioning and provenance models. (AU)

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

CARVALHO, LUCAS A. M. C.; GARIJO, DANIEL; MEDEIROS, CLAUDIA BAUZER; GIL, YOLANDA; IEEE. Semantic Software Metadata for Workflow Exploration and Evolution. 2018 IEEE 14TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE 2018), v. N/A, p. 11-pg., 2018-01-01. (17/03570-3, 14/23861-4, 13/08293-7)