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Full-Text Articles in Databases and Information Systems
Building Recommendation Systems, Orion Davis
Building Recommendation Systems, Orion Davis
Williams Honors College, Honors Research Projects
Recommendation systems are pieces of software that suggest new items to a user. There are many moving parts to these systems including data, the actual recommendation model, processing data and finally displaying data. This project explores the role each part plays in the overall system and how to develop a recommendation system for beer from scratch. This project highlights the algorithm behind the recommendations and a user facing Android application.
Absorption Calculator: A Cross-Platform Application For Portable Data Analysis, Annmarie Kolbl
Absorption Calculator: A Cross-Platform Application For Portable Data Analysis, Annmarie Kolbl
Williams Honors College, Honors Research Projects
Traditional spectrometers are expensive and non-portable, making them inaccessible to the public. This application will be used in conjunction with spectrometer hardware developed by Erie Open Systems. The hardware itself is 3D printed and, in addition to being portable, enables data to be collected easily. The purpose of this project is to create a cross-platform application capable of reading the output from the spectrometer hardware, calculating the absorbance levels of the sample against the control, and recording the data in tables stored on the cloud. The end result will be an application that runs on iOS and Android, and is …