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Aleksandar Tomašević

@atomashevic.bsky.social
445 followers 486 following 29 posts

Computational Social Science. Assistant professor at University of Novi Sad. 🕸🐍🐧👨🏻‍💻 #RStats (random ordering). www.atomasevic.com

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Reposted by Aleksandar Tomašević
arXiv cs.CY Computers and Society @cscy-bot.bsky.social · 01/09/2025
c, et al.: Operational Validation of Large-Language-Model Agent Social Simulation: Evidence from Voat v/technology arxiv.org/abs/2508.21740 arxiv.org/pdf/2508.21740 arxiv.org/html/2508.21740
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arxiv cs.SI @arxiv-cs-si.bsky.social · 01/09/2025
Operational Validation of Large-Language-Model Agent Social Simulation: Evidence from Voat v/technology arxiv.org/abs/2508.21740
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Aleksandar Tomašević @atomashevic.bsky.social · 01/09/2025
Rough first version of the paper is on ArXiv: arxiv.org/abs/2508.21740 Full paper with robustness analysis up in a few weeks.
arxiv.org
Operational Validation of Large-Language-Model Agent Social Simulation: Evidence from Voat v/technology
Large Language Models (LLMs) enable generative social simulations that can capture culturally informed, norm-guided interaction on online social platforms. We build a technology community simulation m...
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Aleksandar Tomašević @atomashevic.bsky.social · 01/09/2025
Fails: Identity persistence, long-term coherence, true preferential attachment. ❌ Memoryless setup prevents identity formation; network core is more difuse, no agent differentiation in stylistic alignment.
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Aleksandar Tomašević @atomashevic.bsky.social · 01/09/2025
Can LLM agents reproduce online community dynamics? We simulated Voat's v/technology community with YSocial and uncensored LLM. Simulation reproduces: activity patterns, network topology, toxicity distributions + decent topic coverage ✅
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Aleksandar Tomašević @atomashevic.bsky.social · 17/03/2025
100% AI generated :)
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Aleksandar Tomašević @atomashevic.bsky.social · 17/03/2025
MADOC paper accepted at #ICWSM 25! Looking forward to share more insights from the dataset in Copenhagen. The dataset will be updated soon: bug fixes and additional sentiment scores.
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Reposted by Aleksandar Tomašević
Bojana Dinić @bdinic.bsky.social · 13/02/2025
🚨New method in studying old relations! 🚨 Are Dark Triad traits differently related to self-reported and task-performance domains of emotional functioning? 👇 t.co/Wxi9MdrMWW Thanks to Beata Grabovac and @atomashevic.bsky.social for the fruitful collaboration
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Reposted by Aleksandar Tomašević
Nicholas Landry @nwlandry.bsky.social · 29/01/2025
Apply to the "Software and Data for Supporting Network Science" satellite workshop at @netsciconf.bsky.social before Feb. 7th! Got some cool network data or software to share? This is the satellite for you! Submission form at netsci.nascol.net/cfa
netsci.nascol.net
Call for Abstracts
A NetSci 2025 Satellite Workshop June 2 or 3, 2025, Maastricht, Netherlands
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Reposted by Aleksandar Tomašević
Maximilian Schich @schichmax.bsky.social · 28/01/2025
PostDoc at Central European University in #datasci #netsci #compsocsci #inclusive 🏳️‍🌈🇪🇺 @weareceu.bsky.social
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Aleksandar Tomašević @atomashevic.bsky.social · 25/01/2025
We have released the first version of MADOC! Huuge dataset with ~9M posts, 236M comments, and 23M users from Reddit, Voat, Bluesky, and Koo. MADOC mixes benign and controversial/banned communities, ideal for the study of hate speech, user migrations, and community moderation.
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Aleksandar Tomašević @atomashevic.bsky.social · 25/01/2025
If you want to take a quick look at (subset) of MADOC, Python and R packages are available: pypi.org/project/pyma... github.com/atomashevic/...
pypi.org
pymadoc
Python package to download and combine parts of MADOC dataset
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Aleksandar Tomašević @atomashevic.bsky.social · 25/01/2025
Dataset is available on Zenodo: zenodo.org/records/1463... Preprint describing MADOC is on ArXiv: arxiv.org/abs/2501.12886
zenodo.org
MADOC: Multi-Platform Aggregated Dataset of Online Communities
The Multi-platform Aggregated Dataset of Online Communities (MADOC) is a comprehensive dataset that facilitates computational social science research by providing a unified, standardized dataset for c...
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Aleksandar Tomašević @atomashevic.bsky.social · 25/01/2025
We have released the first version of MADOC! Huuge dataset with ~9M posts, 236M comments, and 23M users from Reddit, Voat, Bluesky, and Koo. MADOC mixes benign and controversial/banned communities, ideal for the study of hate speech, user migrations, and community moderation.
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Reposted by Aleksandar Tomašević
Bojana Dinić @bdinic.bsky.social · 13/12/2024
🎉Thrilled to share our new paper! We tested cross-national validity of the Machiavellian Approach and Avoidance Questionnaire (MAAQ) across Germany, Canada, United Kingdom, and Serbia 👇 www.tandfonline.com/doi/full/10....
tandfonline.com
The Machiavellian Approach and Avoidance Questionnaire: Further Validation and Evidence of Cross-National Validity
Researchers on antagonistic personality traits debate about an appropriate measurement approach to Machiavellianism. One measure intended to resolve this discourse, the Machiavellian Approach and A...
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Aleksandar Tomašević @atomashevic.bsky.social · 04/12/2024
this looks perfect 😍 ssh into server and you can do meaningful work + have strong, strong retro vibes!
kickstarter.com
Coming soon: Pilet: Opensource, Modular, Portable Mini Computer
Where retro meets modern, powered by Raspberry Pi 5 with 7-hour battery life
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Reposted by Aleksandar Tomašević
Johannes B. Gruber @jbgruber.bsky.social · 24/11/2024
So many new people on here! Who should I follow? I tried to narrow it down at least a little with #rstats johannesbgruber.eu/post/2024-11...
johannesbgruber.eu
So many new people on Bluesky! Who should I follow? | Johannes B. Gruber
If there is one development at the moment which I full heartedly enjoy reading about it’s that the remains of what was once called Twitter is seeing a large E𝕏odus. Since a certain billionaire has tak...
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Aleksandar Tomašević @atomashevic.bsky.social · 17/11/2024
The success of every online social platform depends on the quality of cat content. Zlatko says hello to Bluesky 🐈
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Reposted by Aleksandar Tomašević
Hudson Golino @hudsongolino.bsky.social · 15/11/2024
go.bsky.app/MMeFFH6
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Reposted by Aleksandar Tomašević
Aleksandar Tomašević @atomashevic.bsky.social · 20/08/2024
transforEmotion 0.1.5 in live on Github and CRAN. github.com/atomashevic/... - Resolved Youtube download issues by switching to pytubefix library - Added rag function for retrieval-augmented generation using various transformer models.
github.com
GitHub - atomashevic/transforEmotion: Sentiment Analysis for Text, Image and Video Using Transformer Models
Sentiment Analysis for Text, Image and Video Using Transformer Models - atomashevic/transforEmotion
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Aleksandar Tomašević @atomashevic.bsky.social · 20/08/2024
transforEmotion 0.1.5 in live on Github and CRAN. github.com/atomashevic/... - Resolved Youtube download issues by switching to pytubefix library - Added rag function for retrieval-augmented generation using various transformer models.
github.com
GitHub - atomashevic/transforEmotion: Sentiment Analysis for Text, Image and Video Using Transformer Models
Sentiment Analysis for Text, Image and Video Using Transformer Models - atomashevic/transforEmotion
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Aleksandar Tomašević @atomashevic.bsky.social · 07/08/2024
New version of "Dynamic Exploratory Graph Analysis of Emotions in Politics" is up on PsyArXiv! We switch from CNN to CLIP with transforEmotion and now we have a clear two-dimensional network of emotion co-occurence. Preprint: osf.io/preprints/ps... Github: github.com/atomashevic/...
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Johannes B. Gruber @jbgruber.bsky.social · 12/04/2024
📢New preprint📢 As researchers embrace the next revolution in computational social science, the arrival of GLLMs (generative AI), there is a critical need for open-source alternatives. We introduce one with (r)Ollama and explain why it is important! arxiv.org/abs/2404.07654
arxiv.org
rollama: An R package for using generative large language models...
rollama is an R package that wraps the Ollama API, which allows you to run different Generative Large Language Models (GLLM) locally. The package and learning material focus on making it easy to...
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Reposted by Aleksandar Tomašević
Robert (Bob) Kubinec @rmkubinec.bsky.social · 10/04/2024
🚨 Blog post: Lost in Transformation: The Horror and Wonder of Logit I use the analogy of 🗺️↔️🌏 to clarify why logit is such a good model for binary outcomes. tl; dr: OLS works on flat maps; logit works on globes. statsky polisky econsky academicsky www.robertkubinec.com/post/flat_ea...
robertkubinec.com
Lost in Transformation: The Horror and Wonder of Logit | Robert Kubinec
Perhaps no other subject in applied statistics and machine learning has caused people as much trouble as the humble logit model. Most people who learn either subject start off with some form of linear...
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Aleksandar Tomašević @atomashevic.bsky.social · 28/03/2024
But package is primarily built for #Rstats users with limited or zero knowledge of #Python. The package mimics and simplifies the usage of transformers library in Python, so you can perform inference, run small tasks in a few lines of R code without worrying what is happening in the background.
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Aleksandar Tomašević @atomashevic.bsky.social · 28/03/2024
I'm mostly working on emotion detection in videos, so I'm looking to enhance the package with more transformer-based model: speech to text, emotional recognition in speech... The idea is to have a complete pipeline to process video and extract multiple time series of emotion scores.
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Aleksandar Tomašević @atomashevic.bsky.social · 28/03/2024
Haven't posted here in a while, so here's a small update. I've spent last few months developing and mantaining transforEmotion #Rstats package github.com/atomashevic/... It's a package for sentiment analysis for text, image and video in R using HuggingFace #transformers API
github.com
GitHub - atomashevic/transforEmotion: Sentiment Analysis for Text, Image and Video Using Transformer Models
Sentiment Analysis for Text, Image and Video Using Transformer Models - atomashevic/transforEmotion
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💫Allison Cassandra Ashtear🏳️‍⚧️🔞 @jayeallisonashtear.bsky.social · 01/10/2023
My body is not a temple its a deep space station occupying both a strategically pivotal location and also near an actual (celestial) temple.
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Reposted by Aleksandar Tomašević
Pam Davis-Kean, PhD @umpamdk.bsky.social · 27/09/2023
Systematic replications across multiple social sciences www.nature.com/articles/d41... #openscience
nature.com
Replication games: how to make reproducibility research more systematic
In some areas of social science, around half of studies can’t be replicated. A new test-fast, fail-fast initiative aims to show what research is hot — and what’s not. In some areas of social sci...
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Aleksandar Tomašević @atomashevic.bsky.social · 27/09/2023
☀️ It was really sunny in Novi Sad yesterday. We enjoyed a photoshoot for the IDIOMATIC project and had our last get-together before I depart for the US.
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Reposted by Aleksandar Tomašević
Tiago Ventura @tiagoventura.bsky.social · 25/09/2023
Our article Training Computational Social Science PhD Students for Academic and Non-Academic Careers is finally out! Please share with your students, and consider add this on your graduate scope and methods class. Also, we appreciate feedback and talk with students about our ideas!
cambridge.org
Training Computational Social Science PhD Students for Academic and Non-Academic Careers | PS: Polit...
Training Computational Social Science PhD Students for Academic and Non-Academic Careers
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Reposted by Aleksandar Tomašević
Adam L @adam-lg.bsky.social · 25/09/2023
"Past, Present, and Future of Software for Bayesian Inference" - An interesting overview of what, exactly, building software to do Bayesian inference means If you use Stan, JAGS, PyMC, NumPyro, etc, you might be interested. www.stat.columbia.edu/~gelman/rese...
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
Excellent! Don't mind expanding the repertoire of pets, as long I don't fall into any rabbit holes (pun intended) :)
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
Sounds great! I would definitely give it a shot next year, thank you :)
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
Amazing resource, check it out! I had no idea that you can use your website' domain as your handle. It took me a few minutes to change it to @atomasevic.com Great method for optional verification.
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
It stopped doing that few weeks ago, not it shows edited text instead the original, I can't follow and check the edits so easily. I wannt to write a ticket and suggest them to revert this feature. Not sure how to call this feature, perhaps diff viewer? cssky #coding #code
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
I've been using Code Copilot for text editing. Select pagraph (latex, markdown, Quarto), hit a shorcut and ask for grammar eddits. No new panels or windows, minimalistic. Up until recently, it suggested edits in a similar way it shows git changes in code (side by side or top-down like the picture).
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
I've just started writing a manuscript in Overleaf with 1-year PhD student with no experience in LaTeX. I populated the doc with examples of citations, figures, tables and they join in by using visual editor. Next step is to change something directly using code editor and we move forward slowly.
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Aleksandar Tomašević @atomashevic.bsky.social · 24/09/2023
Wow! That looks really tasty :) Can a newbie start with a small quantity (in a limited space)? Would you recommend any blogs, videos for absolute begginers?
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Aleksandar Tomašević @atomashevic.bsky.social · 21/09/2023
Exactly! :)
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Aleksandar Tomašević @atomashevic.bsky.social · 21/09/2023
As sociologist intruding on polisky, I look at these binary categories with slight disdain. Argument about Quatro/RevealJS vs Quatro/Beamer vs pure Latex Beamer vs Powerpoint vs Google Slides seems more appropriate.
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Aleksandar Tomašević @atomashevic.bsky.social · 21/09/2023
I'm not sure how Feeds work, but until I get it my strategy is to randomly follow people who follow @rmcelreath.bsky.social and hope for optimal mix of cats and stats
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Aleksandar Tomašević @atomashevic.bsky.social · 21/09/2023
I'm skipping Starfield but 💙 for tweaking Quarto themes 😆
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Aleksandar Tomašević @atomashevic.bsky.social · 21/09/2023
Savor the moment! :) It really is a privilege.
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Aleksandar Tomašević @atomashevic.bsky.social · 21/09/2023
I started seeing requests for invite codes much more often on the old site, so I asked for one myself. I guess a lot of other people are doing the same.
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