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Title of the Report
- Author1
- Author2
- Author3
- Author4
Abstract
List of Acronyms
| Acronym | Description |
|---|---|
| CRISP-DM | Cross-Industry Standard Process for Data Mining |
| ISEP | Instituto Superior de Engenharia do Porto |
| MADS4Engineering | Minor in Applied Data Science to Engineering |
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.
Methodological Overview
Just a paragraph explaining that: Design Thinking supported problem framing and user-centred design; CRISP-DM structured the data science activities; Scrum supported project execution. No methodological details.
Report Structure
| Chapter | Description |
|---|---|
| 1 | … |
| 2 | … |
| 3 | … |
| 4 | … |
| 5 | … |
| 6 | … |
| 7 | … |
| 8 | … |
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
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.
These are examples of citations to books [(Thapa2019)] and [(Obayashi2020)], a chapter on a smart companion [(Reis2020)], articles on IoT [(Hamza2023)], blimps [(Mahn2006)], cloud computing [(Llorente2009)], gas emissions [(Ranjith2020)], pedestrian crossing behaviour [(Sobhani2018)], smart bicycles [(Lee2018)] and diaper moisture [(Khan2018)], and to Web resources [(android41)], [(cloudexpo2008)] and [(gartner2021)].
Domain Overview
Existing Solutions
Commercial solutions
Open-source solutions
Research prototypes
Compare selected solutions considering the requirements of your own solution
Relevant Technologies and Approaches
Data sources and acquisition
Data analysis and modelling techniques
Data visualisation techniques
UI/UX approaches
Development technologies
Gap Analysis
Summary of limitations of existing solutions
Identified opportunity
Positioning of the proposed solution
Design Implications
Summary
Provide here the conclusions of this chapter and make the bridge to the next chapter.
What did the you learn from the state of the art and how did it influence the proposed solution?
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
Ethical issues
Privacy and security issues
Bias and fairness issues
Sustainability issues and SDG alignment
Applicable regulations
Design Implications
How the identified concerns influenced the design
Requirements derived from ethical and critical thinking considerations
Summary
Provide here the conclusions of this chapter and make the bridge to the next chapter.
Data Understanding
Introduction
Data Sources
Data Quality Assessment
Exploratory Analysis
Data Limitations
Summary
Solution Design
Introduction
Solution Vision
Design Requirements
User Stories
Conceptual Data Model
Information Architecture
UX/UI Design
Summary
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.
Evaluation
Introduction
Functional Testing
Usability Testing
Validation Against Requirements
Discussion
Deployment
Introduction
User Manual
Installation and Deployment
Sustainability and Maintenance
Summary
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.
Acknowledgements
Bibliography
Will be added automatically by citing, in the body of the report, entries specified in BibTeX format and stored in the https://www.mads4e.dee.isep.ipp.pt/doku.php?id=refnotes:bib file
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