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Full-Text Articles in Communication Technology and New Media

Enhancing Information Architecture With Machine Learning For Digital Media Platforms, Taylor N. Mietzner Apr 2024

Enhancing Information Architecture With Machine Learning For Digital Media Platforms, Taylor N. Mietzner

Honors College Theses

Modern advancements in machine learning are transforming the technological landscape, including information architecture within user experience design. With the unparalleled amount of user data generated on online media platforms and applications, an adjustment in the design process to incorporate machine learning for categorizing the influx of semantic data while maintaining a user-centric structure is essential. Machine learning tools, such as the classification and recommendation system, need to be incorporated into the design for user experience and marketing success. There is a current gap between incorporating the backend modeling algorithms and the frontend information architecture system design together. The aim of …


A Content Analysis Of The Mpaa Rating System And Its Evolution, Cesar A. Perez Apr 2015

A Content Analysis Of The Mpaa Rating System And Its Evolution, Cesar A. Perez

Honors College Theses

This thesis analyzes the content within PG-13 and R-rated films from 1984, 1994, 2004, and 2014 to determine if there is any indication of ratings creep. Ratings creep is a term used to describe the increase of adult content in movies; especially in movies aimed at a younger audience. The film industry since the beginning has had to adapt to an ever-changing society. From small silent pictures to big-budget digital productions the film industry has evolved into what it is today, a statement of freedom of expression. It is this freedom of expression, however, that has placed the industry in …