Als letztes im Juni begrüßen wir morgen in der Reihe #DH im Fokus Martina Scholger von der #UniGraz. Im Vortrag "Auf explorativen Pfaden durch digitale #briefeditionen" nimmt sie uns mit auf Entdeckungstour und zeigt, wie sich Briefkorpora mit Promptotyping, #Networkanalysis, #Topicmodeling und Co. neu erschließen lassen – stets im Sinne der #FAIR‑Prinzipien. Mehr dazu und den Zoom‑Link findet ihr hier:

https://www.germanistik.uni-rostock.de/forschung/digital-humanities/rosdh/ringvorlesung/sose-2025/n/auf-explorativen-pfaden-durch-digitale-briefeditionen-232719/

#RosDH #UniRostock #DigitalEdition #Correspondence ✉️

We present & discuss the new beta #EduTopics app ( https://dipf-lis.shinyapps.io/EduTopicsECER/) at the Workshops »Text Mining in der Erziehungswissenschaft« (@bbf_dipfberlin @dipf_aktuell) which allows you to interactively analyze more than 30,000 #ECER conference abstracts @FachportalPaedagogik #EduSci #nlp #eduresearch @alexchrist @j_roeschlein #EERA_NW12 #OpenResearchInEducation #EduSci #openscience #TopicModeling

Based on an analysis of #DHd conference abstracts, I trace the evolution of #CLS methods from 2014 to 2025: from omnipresent #NetworkAnalysis and #Annotation, to the first appearance of #TopicModeling and #SentimentAnalysis, to #DeepLearning and #GenerativeAI.

When was the last time you saw someone teach #DigitalHumanities with a chalkboard? 🧑‍🏫 @cnDuKeli of @tcdh explains the machinery behind #TopicModeling during the 2nd day of the #DHSpringSchool

Full program today at #TSU in #Tbilisi, talking about Digital Humanities, Computational Literary Studies and Mining and Modeling Text. And doing some topic modeling together on a Georgian 19th-century press corpus. I can't really tell myself but the participants liked the results!

#CLS #MiMoText #LOD #TopicModeling #DigitalHumanities

Interesse an #TopicModeling für historische Fachzeitschriften? Eike Löhden & ich haben 50 Jahrgänge der „Francia“ analysiert.

Wie haben sich Schwerpunkte über die Jahre entwickelt? Welche Unterschiede zeigen sich zwischen deutsch- und französischsprachigen Beiträgen? Und auch: Was bringt die Methode, wo liegen ihre Grenzen?

Bitte hier entlang => https://doi.org/10.11588/fr.2023.1.107944

#DigitalHistory #Geschichtswissenschaft #OpenAccess #histodons

Digital Humanities zum Ausprobieren beim #ToolTuesday! 🔧 Diese Mal: Topic Modeling, heute, den 4. Februar, ab 13:30 Uhr 👉 http://sbb.berlin/v245l
#StabiBerlin #digitalhumanities #Digitalisierung #topicmodeling

In 10 days starts the #gebf25!!! 🚀 If you are interested, we will present our analysis app #EduTopics #ECER https://dipf-lis.shinyapps.io/EduTopicsECER/. It allows to interactively analyze more than 30,000 #ECER conference papers with #TopicModeling (29.01. 15:15, SO 418). 💥
On Monday offers Ingeborg a workshop about complex systematic search strategies (13:00, EO 159). #GEBF2025 #EERA #GEBF

In my digital history class this semester, we were originally going to do some topic modeling work with MALLET but students struggled to get it installed.

So we pivoted and a few weeks later, used #Voyant to do the modeling, then Datawrapper to play with visualization.

Was a real success, and bringing #Datawrapper into the mix really helped compensate for Voyant's limitations in terms of visualization. The students really enjoyed trying different visualizations out, even if they were a bust, and trying to make sense of what they were seeing.

Planning to type up some notes as a more formal lesson plan. If I ever get a website up and running again, I'll share it there (someday).

#DigitalHumanities #DigitalHistory #TopicModeling #Teaching

Our #EduTopics app (https://dipf-lis.shinyapps.io/EduTopicsECER/) allows you to interactively analyze more than 30,000 #ECER conference papers. In the @EERA blog, we explain what it's all about and what insights are possible with #TopicModeling (https://blog.eera-ecer.de/edutopics-ecer-app/). #EERA_NW12 #OpenResearchInEducation #EduSci #openscience

NLP for Data Science: Insights from Text

#NLP #DataScience #TextAnalysis #MachineLearning #DeepLearning #NaturalLanguageProcessing #AI #DataMining #BigData #TextMining #SentimentAnalysis #TopicModeling #WordEmbeddings #DataVisualization

https://pando.life/article/256881

#DigitalHumanities folks -

is there a cloud-based environment for working with #MALLET for #TopicModeling?

something like a binder (https://mybinder.org/) set up?

#DH

First up in our session on "Crossing Borders, Building Meaning: Exploring the Dynamics of Knowledge Transmission and Trust in Digital Humanities" at #DH2024: Mengyuan Zhou speaking about "Building Bridges or Walls? Topic Modeling for Analyzing Trust in Indirect Literary Translation".

The author used zero-shot BERTopic Modeling with pre-defined topic labels.

#TopicModeling #Translation #Literature #CLS #BERTopics

Wie funktioniert das Zusammenspiel von Topic Modeling und manueller Annotation bei der Erschließung umfangreicher qualitativer Forschungsdaten? Dieser Frage geht der neueste ZfdG-Artikel in einem experimentellen Setting nach: https://zfdg.de/2024_003

»Mensch und Maschine als Team. Exploratives Topic Modeling und manuelle Annotation in der qualitativen Sozialforschung« von Lina Franken und Dennis Möbus
#topicmodeling #dh #digitalhumanities #qualitativeforschung #kulturwissenschaft #oralhistory

@cnDuKeli Everyone doing topic modeling should read and learn from this book. Evaluating our key methods is so important and there are some really good insights into topic modeling in there. I learned a lot from it!

#topicmodels #topicmodeling #lda #evaluation

Does anyone have experience with Topic Modeling with Python? We have someone in the DPC-BCC Python Study group who looking for some advice. #digipres #python #topicmodeling

📢 Nach dem Semester ist vor dem Semester:

Auch im kommenden Sommersemester bietet das Lehrangebot der #DigitalHistory an der HU Berlin wieder ein reichhaltiges Kursprogramm:

Von Vertiefungskursen zu #DataLiteracy sowie zum Programmieren mit #Python über gleichermaßen praxis- wie theorieorientierte Einführungen in #SentimentAnalysis & #TopicModeling bis hin zu historischen Grundwissenschaften & Bibliotheken im Kontext der #digiGW - da ist für jede:n was dabei!

ℹ️ https://hu.berlin/DigHisLehreSoSe24

📚 Check out this informative blog post on Latent Dirichlet Allocation (LDA) algorithm! Learn how LDA works step by step, from data collection to model implementation and visualization. Perfect for understanding topic modeling in NLP. Read more: https://bit.ly/47Zqf0s #Omdena #MachineLearning #NLP #TopicModeling#

📚 Want to learn about Topic Modeling in Natural Language Processing (NLP)? Check out our blog post that covers techniques, libraries, and NLP projects for 2024! Here is the link: https://bit.ly/3RlgVg3 🤓 #Omdena #NLP #TopicModeling #Python #PythonLibraries #DataScience

We are so, so close to publishing the next #DataSittersClub book, I have to share the cover. @xandaschofield helps us get to the bottom of topic models in "DSC 20: Xanda Rescues the Topic Modeling Disaster"! #TopicModeling #DigitalHumanities