Analyzing Computational Solutions with AI Support

Example developed based on CLOs from: CS 161 – Introduction to Computer Science.

Purpose

This assignment helps students critically analyze computational solutions related to social and structural inequities.

Learning Outcomes

• Analyze computational solutions addressing social and structural inequities.
• Evaluate the limitations of solutions using multidisciplinary perspectives.
• Reflect on ethical considerations in computational problem-solving.

Instructions

Format (Final Deliverable)

1. Data Analysis and Computational Solutions
   • Select a dataset related to a social or structural inequity (e.g., gender disparities in STEM fields or racial disparities in education).
   • Use Microsoft Copilot or ChatGPT to analyze the dataset.
     • Examples of analysis tasks: Identify patterns, correlations, or anomalies.
     • Ask questions like: “What trends are evident in this dataset regarding racial disparities in education?”
   • Evaluate the computational solutions derived from the dataset:
     • Assess the effectiveness of the solution in addressing inequities.
     • Discuss its limitations and potential unintended consequences.
2. Presentation
   • Create a 5-minute video or a 5-slide presentation summarizing:
     • The dataset and computational solution.
     • Key findings and insights.
     • Ethical considerations and limitations.
3. Reflection
   • Write a 300-word reflection addressing:
     • How AI tools supported your analysis.
     • The role of computational solutions in addressing inequities.
     • The ethical responsibilities of computer scientists in solving societal problems.

Grading Criteria

• Depth and accuracy of data analysis (40%)
• Effectiveness and clarity of presentation (30%)
• Ethical evaluation of computational solutions (20%)
• Reflection on AI use and ethical considerations (10%)

Resources

• Kaggle Datasets for finding data.
• Microsoft Copilot for data analysis and exploration.
• Writing Center consultations for refining your reflection and presentation script.