Gower as Data: Exploring the Application of Machine Learning to Gower’s Middle English Corpus

Distant reading, a digital humanities method in wide use, involves processing and analyzing a large amount of text through computer programs. In treating texts as data, these methods can highlight trends in diction, themes, and linguistic patterns that individual readers may miss or critical traditions may obscure. Though several scholars have undertaken projects using topic models and text mining on Middle English texts, the nonstandard orthography of Middle English makes this process more challenging than for our counterparts in later literature. This collaborative project uses Gower’s Confessio Amantis as a small, fixed corpus for analysis. We employ natural language processing to reexamine the Confessio’s themes, adding data analysis to the more traditional close reading strategies of Gower scholarship. We use Gower’s work as a case study both to help reduce the potential variants across textual versions and to more deeply investigate the corpus than distant reading normally allows. Here, we share our initial findings as well as our methodologies. We hope to share resources that will allow other scholars to engage in similar types of projects

Healing, Accountability, and Community in Gower’s Confessio Amantis

This piece focuses on the Tale of Lucrece and the Tale of Mundus and Paulina in John Gower\u27s Confessio Amantis. I examine how these two quite distinct narratives of sexual assault emphasize key themes in community response to trauma. In these two tales, Gower emphasizes the extent to which interpersonal violence is also social violence; further, community demands for accountability are essential to social healing in both cases. These two models demonstrate the extent to which contemporary society, too, struggles to hold authority accountable and address social wrongs

Negotiating Boundaries in Medieval Literature and Culture: Essays on Marginality, Difference, and Reading Practices in Honor of Thomas Hahn

Thomas Hahn’s work laid the foundations for medieval romance studies to embrace the study of alterity and hybridity within Middle English literature. His contributions to scholarship brought Robin Hood studies into the critical mainstream, normalized the study of historically marginalized literature and peoples, and encouraged scholars to view medieval readers as actively encountering others and exploring themselves. This volume employs his methodologies – careful attention to texts and their contexts, cross-cultural readings, and theoretically-informed analysis – to highlight the literary culture of late medieval England afresh. Addressing long-established canonical works such as Chaucer, Christine de Pizan, and Malory alongside understudied traditions and manuscripts, this book will be of interest to literary scholars of the later Middle Ages who, like Hahn, work across boundaries of genre, tradition, and chronology.https://scholarworks.wmich.edu/mip_fopl/1004/thumbnail.jp

Increasing frailty is associated with higher prevalence and reduced recognition of delirium in older hospitalised inpatients: results of a multi-centre study

Purpose: Delirium is a neuropsychiatric disorder delineated by an acute change in cognition, attention, and consciousness. It is common, particularly in older adults, but poorly recognised. Frailty is the accumulation of deficits conferring an increased risk of adverse outcomes. We set out to determine how severity of frailty, as measured using the CFS, affected delirium rates, and recognition in hospitalised older people in the United Kingdom. Methods: Adults over 65 years were included in an observational multi-centre audit across UK hospitals, two prospective rounds, and one retrospective note review. Clinical Frailty Scale (CFS), delirium status, and 30-day outcomes were recorded. Results: The overall prevalence of delirium was 16.3% (483). Patients with delirium were more frail than patients without delirium (median CFS 6 vs 4). The risk of delirium was greater with increasing frailty [OR 2.9 (1.8–4.6) in CFS 4 vs 1–3; OR 12.4 (6.2–24.5) in CFS 8 vs 1–3]. Higher CFS was associated with reduced recognition of delirium (OR of 0.7 (0.3–1.9) in CFS 4 compared to 0.2 (0.1–0.7) in CFS 8). These risks were both independent of age and dementia. Conclusion: We have demonstrated an incremental increase in risk of delirium with increasing frailty. This has important clinical implications, suggesting that frailty may provide a more nuanced measure of vulnerability to delirium and poor outcomes. However, the most frail patients are least likely to have their delirium diagnosed and there is a significant lack of research into the underlying pathophysiology of both of these common geriatric syndromes

The Destruction of Jerusalem, or Titus and Vespasian

The Destruction of Jerusalem, also called Titus and Vespasian, is a fifteenth-century fictionalized version of the historical Roman siege of Jerusalem. Marked by antisemitism, Christian nationalism, and violence, this Middle English poem was nonetheless intriguing to medieval and early modern readers. As the poem weaves together sources both medieval and classical, it transforms first-century Romans into Christian agents of divine vengeance. Here presented in the most comprehensive edition to date, the poem will be of particular interest to scholars and students of Middle English romance, the Crusades, medieval antisemitism, and literary reimaginings of historical events. Further, this new edition expands our understanding of fall of Jerusalem narratives in later medieval England, bringing attention to a long-ignored English retelling of these first-century events that captivated Christian audiences.https://scholarworks.wmich.edu/mip_teamsmets/1001/thumbnail.jp