Management Sciences and Quantitative Methods Commons^™

Airbnb Valuation: A Machine Learning Approach, Katherine Wyatt

Graduate Theses and Dissertations

This thesis uses a geospatially-enhanced, machine learning approach to investigate variations in rental success on the peer-to-peer property sharing website Airbnb.com. Geographic factors, listing attributes and amenities, customer response metrics, and host attributes are included in decision tree modeling to predict the short-term probability of receiving a review. The most important variables in increasing model accuracy are assessed and variations in the importance of these variables investigated using Shapley values.

Beyond Boarders For First-Generation Students, Nayeli Ortiz

Management Undergraduate Honors Theses

1. Tabeling at TRIO and Multicultural Center events

2. Require academic advisors to have at least one conversation with every student about studying abroad (never assume a student is not interested or unable to go)

3. Overtly feature first-generation study abroad students in social media and Hogs Abroad website.

4. Network interested students with students who have completed study abroad

5. Offer a promotional study-abroad program for first-generation students

6. Promote funding information and add more first-generation specific scholarships