Digital Humanities Commons^™

Topic Modeling Analysis Of Supreme Court Opinions Focusing On Privacy Rights In The Context Of Abortion Law, Ellen Morrissey

IPHS 300: AI for Humanity

No abstract provided.

Doubles And Reflections: Sentiment Analysis And Vladimir Nabokov’S Pale Fire, Catherine Perloff

IPHS 300: AI for Humanity

In his novel, Pale Fire, Vladimir Nabokov uses a non-linear narrative composed in three parts: Foreword, Poem, and Commentary, apparently written by two distinct authors, John Shade and Charles Kinbote. Storylines appear to be separate at surface level yet work in interconnected ways at a deeper level. The novel deals with life after death, the story arc of a disguised, exiled king, and provides meta commentary on the art of commentary. The text was tricky to analyze without sentiment analysis principally because of its seemingly disjointed structure. Thus, there’s a bit of irony in that we found a repeated structure …

Analyzing Popular Music Using Spotify’S Machine Learning Audio Features, Noah Amsterdam

IPHS 300: AI for Humanity

The modern ability to stream music using services such as Spotify, Pandora, and Apple music has revolutionized how it is consumed. There is now more music accessible at our fingertips than ever before in history. As someone who has played an instrument their whole life and with some music theory knowledge, I always strive to better understand what I’m listening to. This motivated me to dive into finding out how music is quantified, specifically on Spotify, and what makes up people’s musical taste. I will be approaching music tastes from 3 angles: Spotify, music critics, and my own analysis and …

Can Gpt-2 Replace A Sex And The City Writers’ Room?, Alasia Destine-Defreece, Samara Handelsman, Talia Light Rake, Ally Merkel, Gracie Moses

IPHS 300: AI for Humanity

Someday, in the not-so-distant future, will the writers’ room be replaced by artificial intelligence? This poster was created by a group of actors and writers who were curious about the role artificial intelligence could play in the future of television writing. In the first stage of this project, we prompted GPT-2 with the opening lines of a scene from the television show Sex and the City, and had GPT-2 finish the scene. We filmed the three best GPT-2 generated scenes, and screened these scenes for our “AI for the Humanities” class, along with a filmed version of the original Sex …

Lost In Translation: Using Sentiment Analysis To Analyze Translations Of Homer’S Odyssey, Erin Shaheen

IPHS 300: AI for Humanity

For my final project in AI for the Humanities, I knew that I wanted to examine the creative role of translators in classic literature. I ran three different translations of Homer’s The Odyssey through Syuzhet.R, a sentiment analysis tool that has grown increasingly popular in the Digital Humanities field. Syuzhet tracks the emotional arc (also called “emotional valence”) of a text by giving each word a different score. For example, on a scale of -1 to 1, “terrible” might score -1 and “amazing” might score 1. A more neutral word like “okay” would score closer to 0. I chose translations …

Using Machine Learning To Predict Mlb Success Based On Milb Performance, Alexander Gow

IPHS 300: AI for Humanity

In 2017 alone Major League Baseball organizations spent a combined 492 million dollars on acquiring new, young, talented players through the draft or signing international free agents. The effectiveness of an MLB organization’s scouting department is pertinent to ensuring future success. Due to the highly volatile nature of professional sports, identifying a predictive and measurable statistic(s) associated with success among players would be valuable. Furthermore, a team’s ability to quickly and correctly identify players on their Minor League affiliates that will have a positive impact at the Major League level can give them an advantage over other teams. For this …

Guns In D.C. Appellate Court: Sentiment Analysis On Opinions From The Court Of Appeals For The D.C. Circuit, Grace Peterson, Jon Chun, Katherine Elkins

IPHS 300: AI for Humanity

No abstract provided.

Generating 3d Sculptures Using A Recurrent Neural Network With Long Short-Term Memory, Nick Downey

IPHS 300: AI for Humanity

Sophisticated generative models have been some of the most obviously impressive achievements of AI in the past decade. Indeed, AI has approached or achieved human-level performance in a variety of domains, with a particular focus placed on artistic disciplines. Because writing a value function for this kind of model is effectively impossible, these models are notoriously difficult to evaluate. My aim was to create such a model, and in doing so elucidate the characteristics of successful generative AI and explore how generative models can be adapted successfully to new domains. And more broadly, I hoped to create a model capable …

Creating Art Using Generative Adversarial Networks, Henry Abbott

IPHS 300: AI for Humanity

I set out to explore how artificial intelligence generated artwork compares to human created artwork. Using CycleGANs, my goal was to create art, and then conduct a Turing Test in order to determine whether or not one could distinguish between A.I. and human art. Using this test, as well as my own observations, I planned to analyze where CycleGANs succeeds in creating art, as well as where it struggles. Following this analysis, I thought more about what the results mean for art moving forward, and if artificial intelligence can truly create art.

Analyzing Visual Sentiment In Photojournalism, Eryn Powell

IPHS 300: AI for Humanity

Like any other branch of journalism, a photojournalist’s intent is to capture an image that conveys the the events represented in the image while evoking an emotional response that allows the viewer to connect with the content of the photo or news report to which the photo is attached. Under the umbrella of photojournalism, political photography is unique in that it is heavily swayed by public opinion. This project intends to introduce a duel perspective on visual sentiment in political photojournalism.

Text By Mus, Mustafa Abubaker

Graduate Scholarly Works

This is why I have created a Twitter bot to generate interactive thread-based creative writing in the form of short stories called Text By Mus as my interactive media project in the graduate level course Web Content Development: Writing for Interactive Media PRWR 6850 instructed by Dr. Sergio Figueiredo. The account features “choose your own adventure” stories written in the literary fiction style. I would like to use the Twitter bot to combat the mass-market production of what is called literature in lieu of digital fiction being just as good as classical, all-time great fiction. This project presents a software …

Linguistic Ideologies In The Performance Of Bulgarian Identity, Chelsey Norman

Purdue Linguistics, Literature, and Second Language Studies Conference

Since the end of Communism in 1989 and joining the European Union in 2007, Bulgarians have experienced much greater mobility and access to the global community. Despite this more global perspective, Bulgarians maintain a strong sense of national identity. Given this interplay between global and national identities, Bulgaria is an apt location to conduct this ideological research. Using a combination of ethnographic observations (June-July 2018) and semi-structured interviews with bilingual Bulgarians in Sofia, this study examines how large-scale phenomena like nationalism and globalization are found in the micro-scale interactional construction of identity. Results show that a great deal of ideological …

The Acquisition Of Diminutives In Moroccan Heritage Speakers In France, Amal El Haimeur

Purdue Linguistics, Literature, and Second Language Studies Conference

This study addresses the acquisition of diminutive forms by Moroccan heritage speakers in France. Diminutive formation depends on stem modification. 15 Moroccan-French participants took part in this study. In a production experiment, participants were asked to form diminutives for 6 types of stems, since the stem type determines the diminutive pattern. The findings of this study show that the mean percentage of source-like use of the diminutive forms is 38%. The results revealed that just two patterns that were acquired by a significant number of participants: CCiCa and CCiCjCjəC. Diminutive forms that do not require complex processes are acquired by …

Exploring The Emotional Language In The Twilight Novel As A Literary Discourse: An Appraisal Theory Analysis, Susan Ataei

Purdue Linguistics, Literature, and Second Language Studies Conference

Emotions have always been a mysterious realm of human beings gaining an understanding of which requires the collaboration of scholars from multiple disciplines. This study employed the Appraisal Theory (Martin & White, 2005) of evaluations and emotions to explore the manifestation of emotions in a popular modern prose fiction, the first book of the twilight series by Stephenie Meyer (2009) - Twilight. The objective of the study was to gain a deep understanding of how a bestselling literary prose fiction, Twilight, employs human emotions, and thus “affect”, to impose its “effect” on the reader. I applied the affect sub-system of …

Optimizing L2 Vocabulary Acquisition: Applied Linguistic Research, George H. Borawski

Purdue Linguistics, Literature, and Second Language Studies Conference

Any acquisition in Second Language Acquisition (SLA) starts as word recognition; as such vocabulary acquisition is integral to language learning as a whole and is a precursor to fluent communication (Ellis, 1996; Moore, 1996). To maximize SLA, vocabulary acquisition must be optimized. However, vocabulary acquisition is understudied and underutilized, especially compared to other aspects of SLA (Paribakht & Wesche, 1997). Cook states, “…the vast bulk of examinations, syllabuses, and course books around the globe show little overt influence from SLA research” (1998, p.10). Courses, teachers, and students would benefit from directly addressing SLA research, rather than utilize inefficient methods (Cook, …

Ellipsis In Iraqi Arabic: An Analysis Of Gapping, Sluicing, And Stripping, Saja Albuarabi

Purdue Linguistics, Literature, and Second Language Studies Conference

The purpose of this paper is to explore the syntax of ellipsis in Iraqi Arabic. The paper sheds light on three types of ellipsis in Arabic and English, namely: sluicing, gapping, and stripping and puts each of them in a comparison between Iraqi Arabic and English languages in addition to Arabic dialects. To the best of my knowledge, these elliptical structures have not been studied in Iraqi Arabic before. Therefore, this study offers the first description of these phenomena from a generative standpoint. The paper argues that the three types of ellipsis mentioned above can be the result of Phonological …

"A Picture Is Worth A Thousand Words, And So Is An Emojis 🙂" Emojisfication Of Language: A Pragmatic Analysis Of Facebook Discourse, Alienna Kazmi, Arooj Rana, Uzma Anjum, Madiha Khan

Purdue Linguistics, Literature, and Second Language Studies Conference

This research study aims to examine language change occurring in written discourse due to increase in the usage of emojis and the way emojis, in comparison to words, are performing communicative functions on social media platforms such as Facebook. The study focused on Pakistani Facebook users. For the study, Facebook is one of the most authentic social media platforms because 71.75 % (Internet Word Stat) of Pakistani internet users use Facebook which is the highest statistics among all social media applications. In order to investigate the recent language change and communicative functions performed by emojis, we utilized Speech act theory …

Undergraduate Digital Scholarship At Gettysburg College, R.C. Miessler, Kevin Moore, Emma K. Lewis

All Musselman Library Staff Works

Musselman Library’s Digital Scholarship Committee supports high-impact student projects that use digital tools and methods to interpret, analyze, and present humanistic research. In addition to facilitating an eight-week summer research fellowship, the Committee partners with faculty members to design and oversee digital projects introduced as course assignments. This poster provides an overview of the Committee’s activities from fall 2015 through spring 2019.

Life Lessons With Atreus And Chloe: Mature Video Games As Opportunity Spaces For Family Conversations, Angela Vanden Elzen, Adam L. Vanden Elzen

Faculty Publications

The effects of childhood and adolescent exposure to mature video games has been a recurring topic in popular culture as well as academic research for many years. While many studies have been conducted, a consensus has not been reached. Video games have been shown,however,to play a positive role in family togetherness and act as an opportunity space to encourage family discussion. Through a review of the literature, this article argues that mature video games can serve as opportunity spaces for families with older children and teens. A case study in which the M-rated video games,Life is Strange: Before the Storm …

Sushi 'Roll'ing Back To Phil's!

St. Norbert Times

• News
  • Sushi ‘Roll’ing Back to Phil’s
  • SNC Day 2019
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  • Meet the Bias Incident Response Group
• Opinion
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  • VSCO Girls
  • Analyzing the Democratic Presidential Field
  • WANTED: SNC Times Staff
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  • Alumni Spotlight: Joseph Simurdiak
  • A Step Above Communio
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  • Cryptids: The Wendigo
  • Disney+: What to Know About the Streaming Service
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  • Junk Drawer: Favorite Childhood Book
  • Book Review: “Red, White & Royal Blue
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