Predicting PicCollage users’ first purchase for targeted promotions

Application Area: 

Project Details

Term: 

Fall 2017

Students: 

Reggie Escobar . Eduardo Salazar Uni Ang . Lynn Pan

University: 

NTHU

Presentation: 

Report: 

PicCollage is an app to create amazing photo collages with custom stickers, fonts, background that makes creating collages a creative experience. It’s biggest revenue streams comes from In-app purchase where users could pay to remove watermark, add custom stickers, and backgrounds. Also the have popup ads; but because ads strategy is implemented different for Android and IOS users in this project the model is not using features extracted from ads behavior and the scope of the model proposed is directly extracted from the behavior when users create their first collage.

Identifying bookings with a high-risk of host rejection to improve customer service and customer satisfaction

Application Area: 

Project Details

Term: 

Fall 2017

Students: 

Arturo Heyner Cano Bejar, Tonny Kuo, Nick Danks, Kellan Nguyen

University: 

NTHU

Presentation: 

Report: 

AsiaYo! operates in a highly competitive industry serving as intermediary and agent between accommodation providers (hosts) and accommodation seekers (guests). High customer service is a critical business goal for AsiaYo!. Rejection of bookings by hosts can cause customer dissatisfaction and potentially loss of customers. Currently, AsiaYo! experiences a host rejection rate of 15% of orders. Rejection of a booking by the host triggers a reaction from the AsiaYo!

TES2018 Invited Address: Statistical Modeling in 3D: Describing, Explaining, and Predicting

I'll be delivering an invited address talk at the 11th International Conference of the Thailand Econometric Society (TES2018) in Chiang Mai, Thailand on Statistical Modeling in 3D: Describing, Explaining, Predicting. This talk expands on my previous work "To Explain or To Predict?" to also consider descriptive modeling.

When: Wednesday Jan 10, 10:30am

Where: Main Hall, Faculty of Economics, Chiang Mai University

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