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Digital Humanities

2021

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Using Rl To Predict Crypto And The Effect Of Covid-19, Anav Dutt Oct 2021

Using Rl To Predict Crypto And The Effect Of Covid-19, Anav Dutt

IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

The stock market has always been subject to speculation. Oftentimes it is volatile but it is still an important mode of investment for many people. It carries great weight and is reflective of the performance of an economy. In macroeconomic courses in college, students are taught that in times of crises, CASH is KING, not assets in the market. Naturally, one would assume the COVID-19 pandemic would cause people to flock to holding monetary assets in cash. However, recently, as a result of the pandemic there has been a rise in the demand for cryptocurrencies. This might be because people …


Abortion Talks: The Distinct Ways Twitter Discusses Abortion In 2021, Tiana Pham Oct 2021

Abortion Talks: The Distinct Ways Twitter Discusses Abortion In 2021, Tiana Pham

IPHS 200: Programming Humanity

No abstract provided.


Billy Pilgrim Was Unstuck In Time, And Kurt Vonnegut Was Ahead Of His: How Combining Sentiment And Readerly Analysis Is The Future Of Literary Studies, Madeline Vonk Oct 2021

Billy Pilgrim Was Unstuck In Time, And Kurt Vonnegut Was Ahead Of His: How Combining Sentiment And Readerly Analysis Is The Future Of Literary Studies, Madeline Vonk

IPHS 200: Programming Humanity

No abstract provided.


Attitudes Towards Abortion In The United States: How Public Opinion Compares To Government’S Decision Making, Thaise Sudano Oct 2021

Attitudes Towards Abortion In The United States: How Public Opinion Compares To Government’S Decision Making, Thaise Sudano

IPHS 200: Programming Humanity

No abstract provided.


Tracking The Emotion Of Music Across The Covid-19 Pandemic, Hemmi Song Oct 2021

Tracking The Emotion Of Music Across The Covid-19 Pandemic, Hemmi Song

IPHS 200: Programming Humanity

No abstract provided.


Killed By Division: Sentiment Analysis Towards Juan Guaido By Venezuelan Opposition Factions Between 2019-2021, Raul Romero Oct 2021

Killed By Division: Sentiment Analysis Towards Juan Guaido By Venezuelan Opposition Factions Between 2019-2021, Raul Romero

IPHS 200: Programming Humanity

No abstract provided.


Reframing The Ways We Understand Cancel Culture: Clickbait Campaigns In The Attention Economy, Freddy Pfeiffer Oct 2021

Reframing The Ways We Understand Cancel Culture: Clickbait Campaigns In The Attention Economy, Freddy Pfeiffer

IPHS 200: Programming Humanity

No abstract provided.


Innovation Or Exploitation? Issues And Ethics Of Using Blockchain Technology To Protect And Maintain The Identities Of Unhoused Persons, Anna Barrett Oct 2021

Innovation Or Exploitation? Issues And Ethics Of Using Blockchain Technology To Protect And Maintain The Identities Of Unhoused Persons, Anna Barrett

IPHS 200: Programming Humanity

No abstract provided.


Adapted Arcs: Sentiment Analysis And The Sorcerer’S Stone, Erin Shaheen Oct 2021

Adapted Arcs: Sentiment Analysis And The Sorcerer’S Stone, Erin Shaheen

IPHS 484: Senior Seminar

No abstract provided.


Yakera, Raul Romero, Tomas Munoz Reyes, Katherine Elkins, Jon Chun Oct 2021

Yakera, Raul Romero, Tomas Munoz Reyes, Katherine Elkins, Jon Chun

IPHS 484: Senior Seminar

No abstract provided.


Digitizing Camp: Training A Gpt-2 On "The Rocky Horror Picture Show", Sarah Groustra Oct 2021

Digitizing Camp: Training A Gpt-2 On "The Rocky Horror Picture Show", Sarah Groustra

IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

“A sensibility (as distinct from an idea) is one of the hardest things to talk about; but there are special reasons why Camp, in particular, has never been discussed. It is not a natural mode of sensibility, if there be any such. Indeed the essence of Camp is its love of the unnatural: of artifice and exaggeration.” –Susan Sontag, Notes on Camp (1964) Sontag, whose essay was (and continues to be) revolutionary, would perhaps blanche at the way the word “camp” has entered the wide vernacular of common slang. In her writing, she defines Camp as something ephemeral and whimsical, …


The Gpt-2 Historian: Can A Language Model Write History, Grant Holt Oct 2021

The Gpt-2 Historian: Can A Language Model Write History, Grant Holt

IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

Since the days of the ancient Greek historian Herodotus, credited as being the author of the first great narrative history, the field of history has been a distinctly human craft. The rise of the GPT-2 language model, however, presents a new and exciting question: can a transformer-based language model write history? The answer, as demonstrated by my findings, is complicated. History is both subjective and constantly changing. There are multiple schools of thought — such as cultural history, social history, environmental history, and economic history — each with conflicting methodologies as to how history is to be written and understood. …


Reducing Fraud, Waste, And Abuse In International Aid Supply Chains Using Blockchain, Ilana Blackwood Oct 2021

Reducing Fraud, Waste, And Abuse In International Aid Supply Chains Using Blockchain, Ilana Blackwood

IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

Supply chains are an integral part of manufacturing, disaster management, charity, as well as many other sectors. Currently, supply chains are susceptible to many potential inefficiencies. For example, supply chains are prone to be affected by fraud, waste and abuse. Hence, this project seeks to explain how the implementation of smart contracts and block coupled with Internet of Things (IoT) to solve the inefficiencies currently existing within the supply chain, using development aid as an example.


Fine-Tuning Daria: Exploring The Implications Of Temperature, Epochs, & Corpus Size On Gpt-2 Screenplay Generation, Rebecca Lawson Oct 2021

Fine-Tuning Daria: Exploring The Implications Of Temperature, Epochs, & Corpus Size On Gpt-2 Screenplay Generation, Rebecca Lawson

IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

GPT-2 has a number of hyper parameters that can be tuned to adjust the generated text, including temperature, number of epochs, size of the training text corpus, batch size, and number of samples generated. Since GPT-2 is a new AI model, the effects of fine-tuning are still relatively unknown and unexplored. This paper summits experiments adjusting these GPT-2 parameters and how they affect the text output that the model generates.


Gpt-2 Journalism: Can Ai Produce Mike Royko’S Writing?, Teddy Kamin Oct 2021

Gpt-2 Journalism: Can Ai Produce Mike Royko’S Writing?, Teddy Kamin

IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

To begin, newspapers are vital for the Fourth Estate which means that newspapers are the check to the checks and balances of government. The past decade has not been a very good time for newspapers, as they have been caught in the digital revolution. More and more newspapers are shutting down because of online competition, drop in ad revenue, declining circulation among young readers, and the hunger for the fastest news, 24/7. Newspapers and their effect on society are indispensable. Newspapers, staffed by hard-working, truth-seeking reporters who aren’t afraid of doing whatever it takes to bring justice, earned the title …


Discovering Ghost Paintings Using Ai And Neural Networks And Its Importance In The Art World, Ani A. Parnagian Oct 2021

Discovering Ghost Paintings Using Ai And Neural Networks And Its Importance In The Art World, Ani A. Parnagian

IPHS 200: Programming Humanity

No abstract provided.


Global Trends In Entertainment During Heights Of The Pandemic: Is Variation In Streaming Service Revenue ($) For Disney+, Netflix, And Hulu Correlated To The Variation In Total World Covid-19 Cases?, Lindsay Pantell Oct 2021

Global Trends In Entertainment During Heights Of The Pandemic: Is Variation In Streaming Service Revenue ($) For Disney+, Netflix, And Hulu Correlated To The Variation In Total World Covid-19 Cases?, Lindsay Pantell

IPHS 200: Programming Humanity

No abstract provided.


Textual Analysis Of Movie Reviews Over Time And What Influences If Critics Are Positive Or Negative, Luke Muther Oct 2021

Textual Analysis Of Movie Reviews Over Time And What Influences If Critics Are Positive Or Negative, Luke Muther

IPHS 200: Programming Humanity

No abstract provided.


Five Books, Same Story: Understanding Percy Jackson Through Sentiment Analysis, Huijin Mao Oct 2021

Five Books, Same Story: Understanding Percy Jackson Through Sentiment Analysis, Huijin Mao

IPHS 200: Programming Humanity

No abstract provided.


Jane Ai-Sten: What Is Sentiment Analysis’S Connection To Best-Selling Literature?, Casey Leach Oct 2021

Jane Ai-Sten: What Is Sentiment Analysis’S Connection To Best-Selling Literature?, Casey Leach

IPHS 200: Programming Humanity

No abstract provided.


It’S The End Of The World As We Know It: Climate “Doomism” And Activism On Twitter, Lara Knopf Oct 2021

It’S The End Of The World As We Know It: Climate “Doomism” And Activism On Twitter, Lara Knopf

IPHS 200: Programming Humanity

No abstract provided.


The Danger In Youtube’S Algorithm And How We Can Prevent It, Carissa Kieger Oct 2021

The Danger In Youtube’S Algorithm And How We Can Prevent It, Carissa Kieger

IPHS 200: Programming Humanity

No abstract provided.


Analyzing The Reading Levels Of Fifty Shades Of Grey And The Davinci Code: Learning More About Blockbuster Books, Sophie Clipson Oct 2021

Analyzing The Reading Levels Of Fifty Shades Of Grey And The Davinci Code: Learning More About Blockbuster Books, Sophie Clipson

IPHS 200: Programming Humanity

No abstract provided.


Today’S Divide In Country Music: Is It Justified?, Sara Campagna Oct 2021

Today’S Divide In Country Music: Is It Justified?, Sara Campagna

IPHS 200: Programming Humanity

No abstract provided.


Blood In The Water: Storytelling And Sentiment Analysis In Abc's Shark Tank, Alexander Gow Oct 2021

Blood In The Water: Storytelling And Sentiment Analysis In Abc's Shark Tank, Alexander Gow

IPHS 484: Senior Seminar

No abstract provided.


Evaluating Ohio’S Opioid Overdose Epidemic With Ai, Zach Elsawy Oct 2021

Evaluating Ohio’S Opioid Overdose Epidemic With Ai, Zach Elsawy

IPHS 484: Senior Seminar

No abstract provided.


Time Series Forecasting Using Machine Learning, Anav Dutt Oct 2021

Time Series Forecasting Using Machine Learning, Anav Dutt

IPHS 484: Senior Seminar

No abstract provided.


An Artist's Guide To Ai Art, Jill Noorily Oct 2021

An Artist's Guide To Ai Art, Jill Noorily

IPHS 484: Senior Seminar

No abstract provided.


Learning About Metadata And Machines: Teaching Students Using A Novel Structured Database Activity, Andrew Iliadis, Tony Liao, Isabel Pedersen, Jing Han Sep 2021

Learning About Metadata And Machines: Teaching Students Using A Novel Structured Database Activity, Andrew Iliadis, Tony Liao, Isabel Pedersen, Jing Han

Journal of Communication Pedagogy

Machines produce and operate using complex systems of metadata that need to be catalogued, sorted, and processed. Many students lack the experience with metadata and sufficient knowledge about it to understand it as part of their data literacy skills. This paper describes an educational and interactive database activity designed for teaching undergraduate communication students about the creation, value, and logic of structured data. Through a set of virtual instructional videos and interactive visualizations, the paper describes how students can gain experience with structured data and apply that knowledge to successfully find, curate, and classify a digital archive of media artifacts. …


The Power Of Voice: Using Audio Podcasts To Teach Vocal Performance And Digital Communication, Amanda Hill Sep 2021

The Power Of Voice: Using Audio Podcasts To Teach Vocal Performance And Digital Communication, Amanda Hill

Journal of Communication Pedagogy

Today’s students often speak through mediated technologies. Thus, understanding how nonverbal cues impact meaning-making is key to understanding effective communication across mediums. This case study explores a group project where students created audio podcasts to teach others about a specific aspect of communication studies while considering the way sound and vocal performance affect the transference of the message. This article examines the use of audio podcasts as a vehicle for teaching university students about the power of paralinguistic and chronemic nonverbal behaviors.