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Jana Bernhard
@janabernhard.bsky.social
She/her | PhD student | Prae-doc at @compcommlab.bsky.social | Validation of CTAM (mostly Topic Modeling) & Austrian Political Communication.
121 followers90 following21 posts
JBjanabernhard.bsky.social

Yes - let me know if you have any questions ☺️

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JBjanabernhard.bsky.social

🎧 My debut episode features the brilliant Ofer Shinar, discussing Semantic Network Analysis. 🌐 Don't miss out! Tune in directly here: aboutccs.net/abitofccs/#CCSpodcast#ComputationalCommunication#NewEpisodeAlert 🚨

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JBjanabernhard.bsky.social

🔍 Dive into the world of Computational Communication Methods as I interview early career scholars, unraveling their groundbreaking studies. Each episode delves deep into a specific method or field of study, providing valuable insights.

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JBjanabernhard.bsky.social

A huge shoutout to my co-author Martin and my supervisors (@hajoboo.bsky.social@jamoeberl.bsky.social@ahrabhikat.bsky.social for all the support and being there 😻.

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JBjanabernhard.bsky.social

Read our full paper to dive deeper into this topic and explore practical recommendations on how to plan your topic model validation strategy. 📚  www.aup-online.com/content/jour...

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JBjanabernhard.bsky.social

We see this as yet another indication that we need to shift our attention toward measurement validity before we can talk about generating new theories with TM.

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JBjanabernhard.bsky.social

This study applies two different methods for TM and uses four validation strategies to assess how the choice of validation method affects model selection & evaluation. Our findings indicate that different methods lead to different model choices and evaluations, which is problematic! 😬📊

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JBjanabernhard.bsky.social

📖 Delighted to share that this paper marks the first publication to emerge from my dissertation. 🎓 A big milestone in my research journey, and I'm thrilled to contribute to the field of communication science @computationalcommunication.org

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JBjanabernhard.bsky.social

I was also taken aback by how many students thanked me for taking their questions seriously and respecting them during the courses. Respect should be a fundamental part of teaching for all! If we as teachers do not take questions and fears seriously we cannot expect students to learn efficently.

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JB
Jana Bernhard
@janabernhard.bsky.social
She/her | PhD student | Prae-doc at @compcommlab.bsky.social | Validation of CTAM (mostly Topic Modeling) & Austrian Political Communication.
121 followers90 following21 posts