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Julia Neugarten

@julianeugarten.bsky.social

Researcher of fandom studies, fanfiction, computational literary studies and literary reception. Currently a PhD candidate at Radboud University. Views are my own.

1,531 Followers  |  907 Following  |  109 Posts  |  Joined: 10.10.2023  |  2.1273

Latest posts by julianeugarten.bsky.social on Bluesky

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Happy International Volunteer Day to all my colleagues -- in translation and beyond -- who help make the Organization for Transformative Works and the Archive of Our Own possible!

@transformativeworks.org @archiveofourown.org

05.12.2025 08:56 β€” πŸ‘ 25    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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Fifty Shades of Twilight: A Computational Approach to Textual Adaptation This paper analyzes the relationship between the Twilight Saga and Fifty Shades trilogy as a case study on the relationship between published fiction and fanfiction. We aim to develop computational me...

What is the relationship between #Twilight and Fifty Shades? What do these texts reveal about the relationship between published fiction and fanfiction when studied computationally? Find out in our new article (with Barbara Bordalejo and @jorisvanzundert.bsky.social)

doi.org/10.16995/dsc...

21.11.2025 08:21 β€” πŸ‘ 7    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Happily Ever After: Comparing Sentiment Arcs in Emotionally-Inflected Fanfiction Genres Across Fandoms

New paper for #CHR2025

Curious how fanfiction genre-tags in 4 different fandoms (Greek Myth, Harry Potter, LOTR and Harry Potter) influence the sentiment of their story arcs? Read on!

Thanks to co-authors @pascaleispunk.bsky.social, Mia Jacobsen and Yuri Bizzoni

anthology.ach.org/volumes/vol0...

18.11.2025 08:22 β€” πŸ‘ 14    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

This article by @julianeugarten.bsky.social is a fascinating glimpse into fanfiction responding to Ancient Greek mythology as well as a meditation on the suitability of specific digital methods for analysing fanfic, emphasising the importance of close reading in computational literary studies πŸ‘€πŸ“–

08.11.2025 09:36 β€” πŸ‘ 8    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

In #TWC46's first New Currents article, @julianeugarten.bsky.social explores the potential of a suite of natural language processing and machine learning tools to examine power and gender dynamics in fan fiction featuring characters from Greek mythology! Read it here:

07.11.2025 19:27 β€” πŸ‘ 5    πŸ” 4    πŸ’¬ 0    πŸ“Œ 1

Come join the @transformativeworks.org as a volunteer, it's so much fun!

01.11.2025 11:49 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Feveruary: Understanding Sickfic Fanfiction – stories written by and for fans, inspired by existing stories, and published for free online – often contains and explores illness narratives. This poster presents an exploratory analysis...

It was a pleasure yesterday to present my poster 'Feveruary: Understanding Sickfic' at the Research Day around the topic of β€˜Feelings and Flesh: Affect, Health, and the Textual Body’ organized by OSL.

The poster is available here: zenodo.org/records/1746...

28.10.2025 10:44 β€” πŸ‘ 8    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

@julianeugarten.bsky.social explores #power and #agency in fanfiction retellings of the #Persephone and #Hades myth β€” using #Riveter (by @mariaa.bsky.social et al. 2023), the study analyzes 482 #fanfiction stories to measure how Persephone and Hades are portrayed.

23.10.2025 16:39 β€” πŸ‘ 5    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
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A Powerful Hades Is an Unpopular Dude. Dynamics of Power and Agency in Hades/Persephone Fanfiction This paper employs Riveter (Antoniak et al. 2023) to analyze the dynamics of power and agency between the characters of Persephone and Hades in 482 short works of fanfiction (369,809 words total) abou...

My paper "A Powerful Hades Is an Unpopular Dude. Dynamics of Power and Agency in Hades/Persephone Fanfiction" jcls.io/article/id/4... is now published with @jcls-io.bsky.social. Thanks so much to the editors and peer reviewers who made this possible. I am proud as a peacock! 🦚

23.10.2025 10:41 β€” πŸ‘ 16    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

That's a great comment! I have an article under review at @jcls-io.bsky.social right now that examines the role of time -- including the release of the Hades videogame -- in this data.

17.09.2025 09:28 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

My lovely friend Naomi Jacobs (@ladylark.bsky.social) and I wanted to explore the repercussions of the new-found prevalence of AI on fans, fandom and fan studies. Some excellent scholars contributed articles to a special section of @journal.transformativeworks.org, which is out now! Enjoy!

15.09.2025 13:41 β€” πŸ‘ 26    πŸ” 8    πŸ’¬ 0    πŸ“Œ 0

Thanks so much, it's a wonderful tool!

16.09.2025 13:49 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Using Riveter to map gendered power dynamics in Hades/Persephone fan fiction | Transformative Works and Cultures

Proud to see my article 'Using Riveter to map gendered power dynamics in Hades/Persephone fan fiction' in @journal.transformativeworks.org, my favorite academic journal.

Want to know how fanfiction portrays power dynamics between these two? Read on!

journal.transformativeworks.org/index.php/tw...

16.09.2025 09:04 β€” πŸ‘ 27    πŸ” 7    πŸ’¬ 2    πŸ“Œ 1
Hedgehog illustration, woodland and cottage in background

Hedgehog illustration, woodland and cottage in background

Hedgehog, William MacGillivray, 1828.

05.09.2025 06:40 β€” πŸ‘ 118    πŸ” 23    πŸ’¬ 2    πŸ“Œ 3
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Zingend door de Griekse onderwereld In Hadestown komt de Griekse onderwereld van Hades enΒ Persephone in een musical tot leven. Naast het oude verhaal is er ook ruimte voor een modern probleem: klimaatverandering.

Mijn nieuwste blogpost voor de Faces of Science van de @knaw-nl.bsky.social staat nu online!

In dit stukje beschrijf ik hoe de ultra-populaire musical Hadestown, momenteel te zien in CarrΓ©, elementen uit de Oudheid gebruikt om hedendaagse maatschappelijke problemen aan te kaarten.

bitly.cx/BHSKS

05.08.2025 10:21 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Amazon review of Pride and Prejudice, left by carlton p morgan on 30 July 2010: "Just a bunch of people going to each other's houses"

Amazon review of Pride and Prejudice, left by carlton p morgan on 30 July 2010: "Just a bunch of people going to each other's houses"

Happy 15th anniversary of the peak achievement of literary criticism, to all who celebrate

30.07.2025 11:08 β€” πŸ‘ 14993    πŸ” 3978    πŸ’¬ 107    πŸ“Œ 169

What a great, engaging, insightful talk by @artjomshl.bsky.social. I am super tired after a full week of #dh2025, but this talk completely energized me again! #cls

18.07.2025 13:57 β€” πŸ‘ 13    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Giddy Gods and Happy Heroes: Detecting Character-Emotions in Fanfiction about Greek Myth with Vector Space Models Powerpoint for the long paper presented at DH2025. We analyze associations between fictional characters and emotions in a corpus of fanfiction about Greek myth, using vector space models. We examine t...

For archiving purposes, the slides for our #dh2025 talk presented yesterday are now up on Zenodo: zenodo.org/records/1603...

17.07.2025 14:29 β€” πŸ‘ 8    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

😍😍😍

17.07.2025 13:54 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

@guhrs.bsky.social has me absolutely dying to read the 'Men in America' series now: one romance novel for each of the 50 states! #dh2025 #CLS @stanfordlitlab.bsky.social

17.07.2025 13:40 β€” πŸ‘ 15    πŸ” 3    πŸ’¬ 2    πŸ“Œ 0
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Very excited about this! Next session is "Spatial Analysis for Literature, Fiction and Travel Writing"
#dh2025

17.07.2025 13:05 β€” πŸ‘ 10    πŸ” 4    πŸ’¬ 0    πŸ“Œ 1

Tell me about it, the struggle is real πŸ˜“

17.07.2025 11:14 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Yes I was thinking the same thing! Let's talk more about that. Maybe there is a way you could also use Riveter or a similar method?

17.07.2025 10:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

A shout-out to the amazing @anastasiaglawion.bsky.social for a very nice presentation! Now I feel like re-reading a bunch of fairytales... #dh2025

17.07.2025 10:16 β€” πŸ‘ 10    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Using aspect-based #SentimentAnalysis and #VSMs, they explore how angst and fluff in #fanfiction based on #GreekMyth reshape the reception of the #ClassicalCanon … because sometimes readers just want their Greek gods having more drama, sex, and tragedy... #FanStudies #CLS

16.07.2025 14:24 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Julia Neugarten presenting at DH2025

Julia Neugarten presenting at DH2025

#DH2025: @julianeugarten.bsky.social & Thijs Meijerink present their work titled β€œGiddy Gods and Happy Heroes: Detecting #Character-Emotions in #Fanfiction about #GreekMyth with #VectorSpaceModels”.

16.07.2025 14:23 β€” πŸ‘ 13    πŸ” 6    πŸ’¬ 2    πŸ“Œ 0
First slide of our presentation showing the title, authors and their affiliation.

First slide of our presentation showing the title, authors and their affiliation.

Slides from our #DH2025 presentation:

"Wikipedia as an Echo Chamber of Canonicity: β€Ί1001 Books You Must Read Before You Dieβ€Ή"

bit.ly/1001echo

#DigitalHumanities @viktor.im @temporal-communities.de @freieuniversitaet.bsky.social

16.07.2025 08:31 β€” πŸ‘ 46    πŸ” 17    πŸ’¬ 2    πŸ“Œ 1
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Happy to be in sunny Lisbon and enjoying the pre-conference workshops today #dh2025

15.07.2025 13:17 β€” πŸ‘ 14    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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#dh2025 is underway with a lovely mini-conference! πŸ“–

14.07.2025 14:01 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Poster of a mini conference at DH2025 about digital methods for comparative literary studies

Poster of a mini conference at DH2025 about digital methods for comparative literary studies

#DH2025 attendants, we will also stream this mini-conference about digital methodsin comparativeliterature, so anybody is welcome to attend!

With 17 lightning talks and demo! βš‘οΈπŸ“’
dls.hypotheses.org/1952

#DigitalHumanities #ComputationalLiteraryStudies
@dh2025lisbon.bsky.social

14.07.2025 10:48 β€” πŸ‘ 18    πŸ” 11    πŸ’¬ 1    πŸ“Œ 0

@julianeugarten is following 20 prominent accounts