https://www.mads4e.dee.isep.ipp.pt/ 2026-09-13T12:53:06+00:00 https://www.mads4e.dee.isep.ipp.pt/ https://www.mads4e.dee.isep.ipp.pt/lib/exe/fetch.php?media=logo.png text/html 2026-09-08T18:46:28+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dun&rev=1788893188&do=diff Data Understanding Introduction Data Sources Data Quality Assessment Exploratory Analysis Data Limitations Summary text/html 2026-09-08T18:38:53+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:soa&rev=1788892733&do=diff State of the Art This chapter provides the reader with the relevant technical-scientific background as well as existing related products and research, also known as the state of the art, in the field(s) of the project. Introduction Provide here an overview of the contents (structure) of this chapter. text/html 2026-09-08T18:38:16+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dgn&rev=1788892696&do=diff Solution Design Introduction Solution Vision Design Requirements User Stories Conceptual Data Model Information Architecture UX/UI Design Summary text/html 2026-09-08T18:37:24+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:pru&rev=1788892644&do=diff Problem Understanding Introduction Provide here an overview of the contents (structure) of this chapter. Challenge Description Stakeholder Analysis User Analysis Requirements Objectives and Success Criteria Summary text/html 2026-09-08T17:59:02+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:eth&rev=1788890342&do=diff Critical Thinking and Ethical Considerations Introduction Provide here an overview of the contents (structure) of this chapter. Stakeholders and Impact Identification of affected stakeholders Expected benefits Potential risks   Risks and Concerns text/html 2026-09-08T17:46:22+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:intro&rev=1788889582&do=diff Introduction Project Context // MADS4Engineering as a project-based learning programme; the real-world challenge; the composition of the team; the relevance of multidisciplinary and intercultural collaboration.// Challenge and Objectives Describe very briefly the challenge addressed; main project objective; key expected outcome. text/html 2026-09-08T17:41:18+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dvp&rev=1788889278&do=diff Development Introduction Provide here an overview of the contents (structure) of this chapter. System Architecture Data Pipeline Backend Development Analytics Components Front-End Development Integration Summary Provide here the conclusions of this chapter and make the bridge to the next chapter. text/html 2026-09-08T17:04:28+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:dpl&rev=1788887068&do=diff Deployment Introduction User Manual Installation and Deployment Sustainability and Maintenance Summary text/html 2026-09-08T17:03:17+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:eva&rev=1788886997&do=diff Evaluation Introduction Functional Testing Usability Testing Validation Against Requirements Discussion text/html 2026-09-08T16:49:39+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:conc&rev=1788886179&do=diff Conclusions Achievements Discuss here what was achieved (wrt the initial objectives) and what is missing (wrt the initial objectives) of the project. Limitations Identify here the limitations of the solution and prototype. Future Work Provide here your recommendations for future work. text/html 2026-09-08T16:49:02+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:mtd&rev=1788886142&do=diff Methodology Introduction Provide here an overview of the contents (structure) of this chapter. Design Thinking CRISP-DM Scrum-Based Development Summary text/html 2026-09-08T16:03:55+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:gls&rev=1788883435&do=diff List of Acronyms Acronym Description CRISP-DMCross-Industry Standard Process for Data MiningISEPInstituto Superior de Engenharia do PortoMADS4EngineeringMinor in Applied Data Science to Engineering text/html 2026-09-08T16:00:49+00:00 mads4engineering (mads4engineering@undisclosed.example.com) https://www.mads4e.dee.isep.ipp.pt/doku.php?id=report:frt&rev=1788883249&do=diff Title of the Report * Author1 * Author2 * Author3 * Author4