Publication:
A Stylometric Analysis of Climate Change Fiction

Simple item page
dc.contributor.advisorMalcolm Sen
dc.contributor.advisorTreaAnea Russworm
dc.contributor.authorLorenz, Nina
dc.contributor.departmentUniversity of Massachusetts Amherst
dc.contributor.departmentEnglish
dc.date2024-03-28T19:27:46.000
dc.date.accessioned2024-04-26T18:36:45Z
dc.date.available2024-04-26T18:36:45Z
dc.date.submittedMay
dc.date.submitted2020
dc.description.abstractThis work sets out to analyze stylistic changes in Anthropocene fiction over the past 60 years. The starting point for the analysis has been Rachel Carson, and the presumed beginning of the Anthropocene in the 1960s. The primary insight gained reveals the connections within these novel and relations of similar writing about climate change thereby contributing to the field of Environmental Humanities in a fundamental way, as so far, climate change fiction has only been investigated through a topic centered focus. The corpus compiled for scrutiny here extends to over 84 novels from these years. These novels have been selected based on a dual approach, looking at the secondary literature as well as a crowdsourced approach in looking at Good Reads’ cli-fi lists. The resulting texts are then analyzed with stylo, an R package that has been specifically created for stylometric analysis by humanists. The results are visualized in a network that allows easier interpretation and leads to an understanding of more detailed questions about the nature of the connection between works, the inspiration and representation of a specific genre of writing. Moreover, the thesis looks diachronically at clustering based on time and topic. Understanding the ways in which authors address and have addressed climate change is one indicator of how climate change is and has been comprehended. In terms of the digital approach applied here, the basis is a distant reading approach covering a larger number of novels and rather than close reading them, the task is to find patterns that extend throughout. However, for a thorough analysis, scalable reading is applied to contextualize and investigate the results in more depth. Overall, the results are meant to establish a baseline for discussing climate change fiction in the Anthropocene which although gaining more scholarly attention still is understudied. The hope is to not only gain insight but to generate visualizations that will provide a helpful resource for fellow scholars.
dc.description.degreeMaster of Arts (M.A.)
dc.identifier.doihttps://doi.org/10.7275/17658220
dc.identifier.orcidhttps://orcid.org/0000-0001-6286-9578
dc.identifier.urihttps://hdl.handle.net/20.500.14394/34007
dc.relation.urlhttps://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1989&context=masters_theses_2&unstamped=1
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.source.statuspublished
dc.subjectStylometric Analysis
dc.subjectClimate Change Fiction
dc.subjectFiction in the Anthropocene
dc.subjectDigital Humanities
dc.subjectEnvironmental Humanities
dc.subjectArts and Humanities
dc.titleA Stylometric Analysis of Climate Change Fiction
dc.typeopenaccess
dc.typearticle
dc.typethesis
digcom.contributor.authorisAuthorOfPublication|email:nlorenz@umass.edu|institution:University of Massachusetts Amherst|Lorenz, Nina
digcom.identifiermasters_theses_2/938
digcom.identifier.contextkey17658220
digcom.identifier.submissionpathmasters_theses_2/938
dspace.entity.typePublication
Files
Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
Thesis_Nina_Lorenz_Reformatted.pdf
Size:
1.69 MB
Format:
Adobe Portable Document Format
Name: Thesis_Nina_Lorenz_Reformatted.pdf
Size: 1.69 MB
Kind: Adobe PDF
Collections
Masters Theses