Digital Humanities Commons^™

Bursting The Filter Bubble: Information Literacy And Questions Of Valuation, Navigation, And Control In A Digital Landscape, Komysha Hassan

Honors Undergraduate Theses

The evolution of social media platforms and other public forums in the digital realm has created an explosion of user-generated content and data as a component of the already content-saturated digital landscape. The distributed, horizontal nature of the internet as a platform makes it difficult to ascertain value and differentiate between texts of varying validity, bias, and purpose. In addition, the internet is not an inanimate interface. As Pariser (2011) argues, content aggregators, such as Google, actively filter, personalize, and therefore limit each individual's access to information, in both range and type. This has created a crisis of information valuation …

Using Virtual Reality And Photogrammetry To Enrich 3d Object Identity, Cole Juckette, Heather Richards-Rissetto, Hector Eluid Guerra Aldana, Norman Martinez

Department of Anthropology: Faculty Publications

The creation of digital 3D models for cultural heritage is commonplace. With the advent of efficient and cost effective technologies archaeologists are making a plethora of digital assets. This paper evaluates the identity of 3D digital assets and explores how to enhance or expand that identity by integrating photogrammetric models into VR. We propose that when a digital object acquires spatial context from its virtual surroundings, it gains an identity in relation to that virtual space, the same way that embedding the object with metadata gives it a specific identity through its relationship to other information. We explore this concept …

#Cut/Paste+Bleed: Entangling Feminist Affect, Action And Production On And Offline, Alexandra Juhasz

Publications and Research

I consider my media praxis project to be labs, encounters, theory-making and scholarly output where doing and thinking in community (often the classroom and its linked spaces) in the sites or technologies under consideration is the “scholarly” product. That is to say, the doing and the process is the product, and what remains can also be shared and/or evaluated, as needed. This sharing of process is what I model now. I describe my most recent project, Ev-Ent-Anglement, engaging again critically with social media networks from inside them, share some of my lessons learned about production and action-based New Media/DH research, …

Archiving Oral Histories: A Practical Guide For Practitioners And Their Collaborators, Jenna E. Nolt

Instructions, Forms, and Toolkits

This guide takes a technical approach to educating practitioners (faculty, students, local historians) about the collection, processing, hosting, access, and preservation of oral histories. These technical processes are a critical component to an oral history project because they provide the means to project, share, and distribute the important work narrators and interviewers do. Therefore this guide works in conjunction with other professional guides that emphasize the development of historically significant research questions, and the ethical and legal considerations of the project as a whole. A earlier version of this document was initially created for the Oral History in the Liberal …

Ali, Ali, Twila Bird

TSOS Interview Gallery

At eighteen fate placed Ali and his family in the center of hostilities in northern Afghanistan. Warring militant factions killed hundreds of people in his village. Ali helped identify and bury dozens of his friends and neighbors in a mass grave.

We spent days and nights in the mountains and blocked on the borders. I crossed the mountainous border between Afghanistan and Pakistan walking with my handicap. Then it took us another sixteen hours to cross the border between Pakistan and Iran, also in very high mountains of more than 2500 meters. The Iranian police were killing people on the …

Jeanusnat, Jeanusnat, Tsos

TSOS Interview Gallery

Jeanusnat’s father, who was chief of a Nigerian community, was murdered by an enemy community. The murderer intended to kill Jeanusnat and his mother as well, but they fled to neighboring Niger. There, Jeanusnat parted ways with his mother, who stayed at the church with a family, and Jeanusnat crossed into Libya in the back of a truck. But once in Libya, danger persisted. He was confronted by some robbers who stabbed him with a knife and beat him, leaving injuries on his legs and shoulder. In Tripoli, a man offered him temporary refuge, where Jeanusnat stayed until he decided …

American Studies + Computational Humanities, Lauren Tilton

Rhetoric and Communication Studies Faculty Publications

While often commonly positioned at the intersection of computer science and digital humanities, computational humanities engages with other fields including data science, (computational) linguistics, and statistics.Such a transdisciplinary approach creates "a digital ecology of data, algorithms, metadata, analytical and visualization tools, and new forms of scholarly expression that result from this research," as Christa Williford and Charles Henry, of the Council on Library and Information Resources, write. Text analysis, particularly the method of topic modeling, has enjoyed broad exposure within computational humanities. Given the scale of the corpus, computational methods were used to identify reprinted texts in 41,829 issues.The goal …

Examining A Hate Speech Corpus For Hate Speech Detection And Popularity Prediction, Filip Klubicka, Raquel Fernandez

Other resources

As research on hate speech becomes more and more relevant every day, most of it is still focused on hate speech detection. By attempting to replicate a hate speech detection experiment performed on an existing Twitter corpus annotated for hate speech, we highlight some issues that arise from doing research in the field of hate speech, which is essentially still in its infancy. We take a critical look at the training corpus in order to understand its biases, while also using it to venture beyond hate speech detection and investigate whether it can be used to shed light on other …

Skbd-Ichg18-Poster, Mark Polczynski, Michael Polczynski

SKBD - Sawran Kodyma Border Dispute

No abstract provided.

There’S Nowhere To Hide: Artificial Intelligence And Privacy In The Fourth Industrial Revolution, Sarah Denton, Eleonore Pauwels, Yujia He, Walter G. Johnson

Patterson School of Diplomacy and International Commerce Faculty Publications

At its core, artificial intelligence (AI) optimizes data. Machine-learning algorithms, one component of AI, are trained using massive datasets curated by humans to predict various aspects of our daily lives. Such predictive intelligence could be a positive force amplified by continued decentralization of the technology. Or, ubiquitous cognition and surveillance could be a disruptive force amplified by the unregulated proliferation of AI technologies. Yet, though we will certainly see more and more AI systems being integrated into every facet of our infrastructures, homes, and bodies, the proliferation of AI technology isn’t the problem. A privacy-security quagmire arises from the interconnectivity …

He Scores Through A Screen: Mediating Masculinities Through Hockey Video Games, Marc A. Ouellette, Steven Conway

English Faculty Publications

Hockey video games highlight the ways in which the video game medium shapes and conditions the experience of producing and/or performing the sport “in real life.” Indeed, the accumulation of advanced statistics in and through the constant evaluation, measurement, and surveillance which are inherent to video games—and increasingly seen as foundational for sport—reveals important contradictions not only in the way the embodied sport is played and understood, but also in terms of the proofs of masculinity upon which the sport is built. It then becomes clear that the building of masculinity and the empowerment of the character become one and …

Blogging For Profit In The 21st Century: An Autoethnographic Analysis, Samantha L. Warren

Honors Undergraduate Theses

The purpose of this thesis is to conduct an autoethnographic analysis on my literate activities as a blogger to better understand the content creation and monetization practices of modern bloggers. In Chapter 1, I introduce readers to my blog and discuss some current lines of scholarship on blogging. In Chapter 2, I discuss my research methods and justify my use of autoethnography for my study. In Chapters 3 and 4, I explain my content creation and monetization processes in detail. In Chapter 5, I draw conclusions from my analysis and provide a few further directions for research. My suggestions for …

Re-Embodying Information. [Review Of The Book Bodies Of Information: Intersectional Feminism And The Digital Humanities Edited By E. Losh And J. Wernimont], Dawn Betts-Green

STEMPS Faculty Publications

(First paragraph) Digital tools are often integral to the survival of marginalized groups (p. xii), yet the structure of digital humanities is typically presented as an overwhelmingly White, heterosexual, cisgender, male endeavor. The voices and frameworks of marginalized peoples are either absent all together or not integrated into the larger work of digital humanities. When they are integrated, there is little to no attempt in most cases to make the types of connections that intersectional feminism is grounded in, thus eliminating or obscuring perspectives that could improve lives and scholarship.

Pragmatic Functionality Of Punctuation On Twitter, Elizabeth M. Wright

Theses and Dissertations--Linguistics

This work presents an analysis of punctuation use in computer-mediated communication (CMC); in particular, the present study aims to describe the pragmatic functions of nonstandard punctuation on Twitter, providing a corpus-driven overview of the distribution and frequency of nonstandard punctuation use, and an analysis of sampled tweets at the individual tweet level to estimate noise levels in the overall corpus. A survey was also conducted which aimed to identify user understanding of the affective content of nonstandard punctuation strings and to identify any possible effects of character repetition. Survey results indicate that linguistic content was the strongest indicator of affective …

Quantitative Fine-Grained Human Evaluation Of Machine Translation Systems: A Case Study On English To Croatian, Filip Klubicka, Antonio Toral, Victor Manuel Sanchez-Cartagena

Articles

This paper presents a quantitative fine-grained manual evaluation approach to comparing the performance of different machine translation (MT) systems. We build upon the well-established Multidimensional Quality Metrics (MQM) error taxonomy and implement a novel method that assesses whether the differences in performance for MQM error types between different MT systems are statistically significant. We conduct a case study for English-to- Croatian, a language direction that involves translating into a morphologically rich language, for which we compare three MT systems belonging to different paradigms: pure phrase-based, factored phrase-based and neural. First, we design an MQM-compliant error taxonomy tailored to the relevant …

Digitization Of The World: A Phenomenology Of Digitization, Thomas C. Adolphs

Dissertations, Master's Theses and Master's Reports

The dissertation analyzes digitization through a phenomenological lens, understanding the digitization as an “outgrowth” of a potential that was always already latent within our being as the human-being. The analysis primarily utilizes the philosophic work of the 20^th century philosophers, Martin Heidegger and Maurice Merleau-Ponty.

Through their philosophies, I seek to synthesize Heidegger’s concept of de-severance with Merleau-Ponty’s concepts of embodiment and the world as possessing depth. In doing so, I bring these theoretical concepts together to build a phenomenological “picture” of how it is that the digitization of the world came into being. All the while, my ultimate …

Design Thinking: A Case Study Of Implementation Within The It Software Industry., Jean-Baptiste Liberge

Theses

In the global economy, competition and market pressures push the majority of company managers to drive with more efficiency by improving processes, optimizing performance and reducing costs. Companies are increasing shareholder value by improving cash flow' and cutting costs. How many cost savings can finance departments reproduce and for how long? Is this enough to lead their markets to deliver better services to their customers? Is it enough to build customer loyalty? The 11 industry fails to escape these constraints, operating in an intensely competitive market. To compete in this environment, companies need to face frequent new product launches and …

Is It Worth It? Budget-Related Evaluation Metrics For Model Selection, Filip Klubicka, Giancarlo Salton, John D. Kelleher

Conference papers

Projects that set out to create a linguistic resource often do so by using a machine learning model that pre-annotates or filters the content that goes through to a human annotator, before going into the final version of the resource. However, available budgets are often limited, and the amount of data that is available exceeds the amount of annotation that can be done. Thus, in order to optimize the benefit from the invested human work, we argue that the decision on which predictive model one should employ depends not only on generalized evaluation metrics, such as accuracy and F-score, but …

Under The Influence: An Interdisciplinary Approach To Psychedelics, Jody Roun

Master of Liberal Studies Theses

The following research will outline the effects of psychedelics from an interdisciplinary approach, which is to say that I will explore the neuroscience behind psychedelic drugs and how it relates to creativity, as a primary focus, while examining the role of additional points included along the way. The goal of this research, is to gain a deeper understanding of psychedelics and truly decipher what it means to be under the influence, as the most important goal of this human existence is to achieve understanding. The aforementioned is a point that great minds like Albert Einstein and Humphry Osmond impressed on …

Representing Wilderness In The Shaping Of America's National Parks: Aesthetics, Boundaries, And Cultures In The Works Of James Fenimore Cooper, John Muir, And Their Artistic Contemporaries, Alana Jajko

Master’s Theses

This project studies the works of James Fenimore Cooper, John Muir, and their artistic contemporaries in relation to the shaping of America’s national parks and what it means for the parks and their attending wilderness to be symbolic of the nation. It seeks to reveal the national parks as artistic representations of a constructed wilderness, while also emphasizing the physical experience of the natural world as a means of supplementing our subjective views. Through the lenses of aesthetics, boundaries, and cultures, I narrow my study to focus on three distinct perspectives by which we can understand the national parks and …