Digital Humanities Commons^™

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 …

Digital Humanities As Community Engagement: The Digital Watts Project, Melanie Hubbard, Dermot Ryan

Librarian Publications & Presentations

The Digital Watts Project was a graduate-level English class taught in summer of 2016 that focused on the 1965 Watts “Uprising” or “Riots.” The class worked with the Southern California Library (SCL) to make available, through a digital public humanities project, primary sources intended to expand the narrative around the events of 1965, and to situate them in a broader context of the history of race and racism in Los Angeles. Exploring the ways in which our background in the humanities could positively enrich our work with the SCL, Melanie Hubbard, a Digital Scholarship Librarian at Loyola Marymount University, 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 …

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 …

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 …

Museum Of Modern-Day Slavery: A Photo Essay, Micah Gamboa

Dignity: A Journal of Analysis of Exploitation and Violence

A photo essay from the Museum of Modern-Day Slavery in Houston, Texas, with photographs of rooms, entrances, and storage spaces in brothels following raids, including artifacts of the trade found at the scenes are documented. Photographs include brothels, bars, and strip clubs where Korean women and Mexican women were exploited. Photographs from the Mexican-American border document the violence the victims are subjected to during their journey.

Introduction: Jewish Gamevironments – Exploring Understanding With Playful Systems, Owen Gottlieb

Articles

The study of Judaism, Jewish civilizationi, and games is currently comprised of projects of a rather small set of game scholars. A sample of our work is included in this issue.

Revolution And World War I Civil Rights?: Transnational Relations And Mexican Consul Records In Mexican American Educational History, 1910-1929, Victoria-María Macdonald, Gonzalo Guzmán

Education's Histories

MacDonald and Guzmán demonstrate how the Mexican residents in the United States lobbied the Mexican government and Mexican consulates in the U.S. to secure their children's access to schooling from 1910-1929.

The Ecclesiology Of Pope Francis And The Future Of The Church In Africa, Bradford E. Hinze

Journal of Global Catholicism

A consideration of the future of African Catholicism in light of the ecclesiology of Pope Francis. The article explores how themes in Francis's ecclesiology work together to challenge centralization, clericalism, and triumphalism in the church by promoting practices of synodality and how these elements support the church’s mission to work against forms of colonialism, neo-colonialism, and the most fundamental matrix of colonial power by advancing radical democracy in society

Editor's Introduction, Mathew Schmalz

Journal of Global Catholicism

An overview of African Catholicism. Part Two: Retrospect and Prospect, third issue of the Journal of Global Catholicism. A summary of the work of Bradford Hinze, Mary Gloria Njoku, Matthias Scharer, Mary Sylvia Nwachukwu, and Bernhard Udelhoven. Among the topics considered: African ecclesiology, African wellness and quality of life in Africa, interreligious dialogue in Africa, African Biblical scholarship, witchcraft and the Catholic Church.

Rethinking The Potential Of Documentation Of Culture As A Data Gathering Practice, Tomasz Umerle

Proceedings from the Document Academy

In this article, I examine the documentation of culture (DoC). This is the practice of gathering and producing the information and data relevant to intangible cultural phenomena. DoC is generally practiced by teams of documentalists generally outside GLAM institutions (i.e., galleries, libraries, archives and museums). As such, it differs from the preservation and description of concrete objects of cultural heritage done within those institutions. I examine how DoC finds it increasingly difficult to clearly define and communicate its role: a) in relation to LIS; b) to the broader academic community; and c) in digital age of information overload. In this …

[For The System, Alternate Title: If It Sort Of Looks Like A Duck: Reflecting On Bad Photographs And Chains Of Custody], Jodi Kearns, Brian C. O'Connor

Proceedings from the Document Academy

Though the system will not permit it, our abstract is an out-of-focus photograph of ducks at 1900 pixels wide and black and white, which is approximately 20% the size of the original color photograph we use for our title. By most technical standards, it is a bad picture. Straightening the horizon, cropping the image to emphasize the two foremost ducks, brightening the image to highlight the feet, and adding a caption that indicates activity might yield a “better” picture for some viewers. This piece captures nearly 20 years of conversations about good and bad pictures, and continues the conversation from …

Designing For Human-Machine Collaboration: Smart Hearing Aids As Wearable Technologies, Krista Kennedy

Writing Studies, Rhetoric, and Composition - All Scholarship

This study examines design aspects that shape human/machine collaboration between wearers of smart hearing aids and their networked aids. The Starkey Halo hearing aid and the TruLink iPhone app that facilitates real-time adjustments by the wearer offer a case study in designing for this sort of collaboration and for the wearer’s rhetorical management of disability disclosure in social contexts. Through close textual analysis of the company’s promotional materials for patient and professional audiences as well as interface analysis and autoethnography, I examine the ways that close integration between the wearer, onboard algorithms and hardware, and geolocative telemetry shape everyday interactions …

Perspectives On Video Games As Art, Jeroen Bourgonjon, Geert Vandermeersche, Kris Rutten, Niels Quinten

CLCWeb: Comparative Literature and Culture

In their article "Perspectives on Video Games as Art" Jeroen Bourgonjon, Geert Vndermeer­sche, Kris Rutten and Niels Quinten engage in discussing whether or not video games can be considered a form of art. Although this question has already been discussed elaborately, the debate is guided by many differ­ent and often conflicting positions. The aim of this article is to revisit this debate by mapping out a range of perspectives on video games as art. The authors explore the relation between games and differ­ent definitions and functions of art, different motives of artists, and the potential impact of the arts. The …

Orpheus, Fall 2017: Hive/Swarm, University Of Dayton

Orpheus: UD's Literary and Artistic Magazine

No abstract provided.

Digital Art History “Beyond The Digitized Slide Library”: An Interview With Johanna Drucker And Miriam Posner, Miriam Kienle

Artl@s Bulletin

Johanna Drucker and Miriam Posner were two of the organizers of the Getty/UCLA Summer Institute in Digital Art History “Beyond the Digitized Slide Library” that took place in the summers of 2014 and 2015. With their extensive expertise in the field, they developed a program that challenged participant to think about the broad theoretical implications of their respective projects and to gain practical tools in digital art history. In this interview, they will describe some of their thinking behind the institute and the state of the field of digital art history, including a discussion of the impact of network visualizations …

“What You See Is What You Get: The Artifice Of Insight”: A Conversation Between R. Luke Dubois And Anne Collins Goodyear, Anne C. Goodyear

Artl@s Bulletin

The metaphorical relationship between sight and knowledge has long been recognized: the double-entendre of “illumination” promises both light and understanding; “I see” signifies that one “gets it” intellectually. This conversation between R. Luke DuBois and Anne Collins Goodyear addresses how data accrues meaning through pictorial structures that represent it. An artist, DuBois has consistently played with conventions for depicting information visually, revealing the intersections between data and desire they represent. Reexamining the interfaces through which we view the world, DuBois and Goodyear consider what our filters threaten to hide.

La relation métaphorique entre la vue et la connaissance a longtemps …

Enriching And Cutting: How To Visualize Networks Thanks To Linked Open Data Platforms., Lea Saint-Raymond, Antoine Courtin

Artl@s Bulletin

Networks are developing very quickly in the social sciences, and they are beginning to emerge in art history. This paper explores the making of network visualizations, from the building of the dataset to the analysis of results. Starting from an initial corpus regarding the Parisian auction sales for modern paintings, we developed a methodology to enrich it, thanks to linked open data platforms and technologies for realigning datasets. We then call into question the visualization of networks. Although it brings about an overview of the market and allows a very close reading, the best is the enemy of the good: …

The Computer As Filter Machine: A Clustering Approach To Categorize Artworks Based On A Social Tagging Network, Stefanie Schneider, Hubertus Kohle

Artl@s Bulletin

Image catalogs containing several million reproductions of artworks still pose a costly or computationally intensive challenge if one tries to categorize them adequately, either in a manual or automatic way. Using crowdsourced annotations assigned by laypersons, this article proposes the application of a clustering algorithm to segment artworks into groups. It is shown that the resulting clusters allow for a consistent reclassification extending the traditional categories (history, genre, portrait, still life, landscape), and thus enable a finely-grained differentiation which can be used to search in and filter image inventories, among other things.

Network Analysis And Feminist Artists, Michelle Moravec

Artl@s Bulletin

This article examines the benefits and drawbacks of using social network analysis to study feminist artists’ networks. Looking at two of the author’s digital humanities projects, it explores the systemic and structural barriers that limit the utility of social network analysis for feminist artists. The first project on the social network of artist Carolee Schneemann analyzed her female circles through a correspondence network. The second project attempted to trace the circulation of feminist art manifestos in American feminist periodicals. Three factors are identified as constraining network analysis in these case studies, the lack of feminist artists’ archives, an insufficient amount …