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Philosophy Final Year Topic: Fairness and Explainability in Automated Institutional Decisions

This Philosophy final year project examines whether an explanation is sufficient to make an automated decision fair. It builds a critical philosophical argument through philosophical accounts of procedural justice and hypothetical admission or allocation systems.

Why choose this project topic?

The problem of whether an explanation is sufficient to make an automated decision fair offers a clear debate with competing reasons and possible objections. A limited set of primary readings and carefully explained cases helps you develop an independent argument rather than simply summarising philosophers.

Which conclusions about whether an explanation is sufficient to make an automated decision fair are justified by critical examination of philosophical accounts of procedural justice and hypothetical admission or allocation systems?

Choose the main philosophical interlocutors and a small set of cases, then narrow the argument about whether an explanation is sufficient to make an automated decision fair.

Proposed project objectives

  1. 01Clarify the key concepts involved in whether an explanation is sufficient to make an automated decision fair.
  2. 02Reconstruct the competing arguments in philosophical accounts of procedural justice and hypothetical admission or allocation systems.
  3. 03Distinguish understandable reasons from justifiable criteria and test cases where transparency exposes unfair rules.

A suggested research approach

Select accessible editions of philosophical accounts of procedural justice and hypothetical admission or allocation systems and define the central terms before defending a position. Distinguish understandable reasons from justifiable criteria and test cases where transparency exposes unfair rules. Make premises explicit, address a strong objection to the preferred account, and distinguish hypothetical illustrations from factual evidence.

What you will need

  • Lawful access to philosophical accounts of procedural justice and hypothetical admission or allocation systems
  • An argument map addressing whether an explanation is sufficient to make an automated decision fair
  • A supervisor-agreed philosophical framework and complete citation records

Keep your project scope clear

The project supplies conceptual analysis rather than a working algorithm or certification of a deployed system.

Philosophy project chapter outline

Use this outline as a starting point. You can edit the chapter titles to match your department’s format during setup.

  1. Chapter 1Introduction
  2. Chapter 2Literature Review
  3. Chapter 3Theory and Methodology
  4. Chapter 4Results and Applications
  5. Chapter 5Summary, Conclusion and Recommendations

Turn this topic into your own final year project.

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