#CUDAN lab @TallinnUni. Multidisciplinary research into cultural interaction, dynamics & evolution via computational methods&big data. Funded by @EU_Commission
Tallinn, Estonia
Joined January 2021
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CUDAN Open Lab | @cudanlab.bsky.social retweeted
Wrapping up the final review of @CUDANLab project! 📊🎨Exciting to see innovative collaborations bridging data science and cultural insights come to life. Huge commitment to advancing digital cultural research! #CulturalData #OpenLab #Innovation
CUDAN Open Lab | @cudanlab.bsky.social retweeted
🌊🏖️🍹 Summer is upon us
so we got some #fruitSALAD for you
with a healthy dose of #confusion #matrices! 😎
🍇🍓🍎🍊🍍🥑🥝 just in case you need a style/semantic #bias #benchmark for #ML #models.
#CulturalDataAnalytics #Aesthetics #AI
Ohm et al. arxiv.org/abs/2406.01278
ALT fruitSALAD fig. 1 https://arxiv.org/abs/2406.01278
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Looking forward to sharing our research about international film festivals using big programming data from Cinando by @mdf_cannes this week! This is collaborative work w @AndresKarjus, @ulrike_rohn, @schichmax & @IndrekIbrus at @TallinnUni, @CUDANLab
Join us this Thursday 6th June for the second paper in our 2024 @aaDHumanities Seminar Series!
@VejuneZem will present on 'A big data approach to studying the international film festival network.'
6th June, 4pm - 5pm AEDT (via Zoom)
Registration here: shorturl.at/cvITU
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Attending 2 conferences this week: presenting a poster at #DHNB2024 in person in Iceland (where a volcano just erupted) and a talk at the #xPhi2024 virtually, both on using #LLMs in #DH humanities, zero-shot text classification & Lenin detection & why we can forget topicmodeling
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Now in @NaturePortfolio's @HSScomms🔓
"A Framework for the Analysis of Historical Newsreels"
by @MilaOiva et al, incl myself. We propose a unified approach to do research on (historical) news&newsreels, incl image, video, text, geo and production crew analysis. The example 1/🧵
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Can societies polarize to the point that ppl literally won't understand each other?
Can partisan divisions lead to language diverging?🤔
Me& @nerdpro explore the 🇺🇸 case using #bigdata+#ML/#AI & tweets of ppl following onesided media
Now in @SpringerNature @HSScomms!
🧵&links⏬
CUDAN Open Lab | @cudanlab.bsky.social retweeted
🎦!! New paper published in @PlosOne “Quantifying the global #film #festival circuit: #Networks, #diversity, and public value creation” w @AndresKarjus, @ulrike_rohn, @schichmax & @IndrekIbrus at @CUDANLab @MEDIT_BFM @TallinnUni @CresCine_eu
A thread...
dx.plos.org/10.1371/journal.…
CUDAN Open Lab | @cudanlab.bsky.social retweeted
New preprint from @CUDANLab! Our PhD student @YAsadchy78970 (w myself, @mukhinaks,@schichmax) mined the entire #Tinder userbase of one country - yes completely ethical &privacy-preserving, don't worry - to study gendered differences in visual selfrepresentation using #ML #AI
🧵⬇️
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Our paper "Quantifying Collection Lag in European Modern and Contemporary Art Museums" co-authored by @mcanet*, @toninakorep*, @mukhinaks and @schichmax, received the student award for the best research paper of 2023 at @TallinnUni dl.acm.org/doi/10.1145/36155…
*PhD candidate and equal
CUDAN Open Lab | @cudanlab.bsky.social retweeted
I will join the @UNESCO #AiEthics Forum tomorrow as part of the 🇪🇪 delegation. Current&future #AI tech holds exciting opportunities - incl in my own fields (humanities&socsci research; also consultancy&instructing in private sector).
But also challenges&risks that need to be /
“We need to define the right frameworks so that #IntelligenceArtificial delivers for good” @gabramosp
From 5-6 February, UNESCO is paving the way at the 2nd Global Forum on #AiEthics in 🇸🇮, to develop solutions that will ensure inclusive #AI outcomes: on.unesco.org/4bd0A6c
CUDAN Open Lab | @cudanlab.bsky.social retweeted
What is the role of cultural data analytics at @TallinnUni? I spoke yesterday at the @CUDANLab conference with Marek Tamm, Daniele Monticelli, @IndrekIbrus and Katrin Niglas - moderated by @schichmax - video youtube.com/watch?v=TZAKyrob… (start 8:09)
CUDAN Open Lab | @cudanlab.bsky.social retweeted
During this week you can download full PDF of my book "Cultural Analytics" (2020) for free. This my contributions for The Cultural Data Analytics Conference 2023 - Talinn, Estonia, December 13-16 #cudan2023 #cultureanalytics #culturalanalytics PDF: zurl.co/dH8V
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Happy to present our artwork at 'Vision of Destruction' at this year Machine Learning for Creativity and Design, NeurIPS 2023 Workshop.
👩🎨🥳 Congratulations to all the accepted artists!! Our 27 accepted artworks are now announced on our website (along with the accepted papers). Excited to convene for #NeurIPS2023 next week! neuripscreativityworkshop.gi…
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Now out in @IJoC_USC 🔓
"Quantifying Public Value Creation by Public Service Media Using Big Programming Data"
/ @IndrekIbrus, myself, @VejuneZem @ulrike_rohn @schichmax
We study 16 yrs of 3 public & 1 commercial TV channel programming metadata, quantify multiple aspects of
1/2
CUDAN Open Lab | @cudanlab.bsky.social retweeted
📢📢 Now out in Corpus Linguistics and Linguistic Theory🔓
"Reliable identification of selection mechanisms in language change"
doi.org/10.1515/cllt-2023-00…
by Juan Guerrero Montero, myself, @kennysmithed @DrAlgernon
Focus is on language, but the method is general!
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Visiting the #changeiskey project changeiskey.org/ this week in #Gothenburg @goteborgsuni. Have had a great time talking to interesting people, and gave a talk on my recent research @CUDANLab & the machine-assisted mixed methods framework proposal (xitter.cf/AndresKarjus/status/17…)
Qual analysis & data coding can provide deep insight. But the time cost is a bottleneck! Enter
Machine-assisted mixed methods
a transparent framework for qual data at scale
arxiv.org/abs/2309.14379
#LLMs #AI #MAMM
I conducted 1⃣6⃣ hum&socsci casestudies to see if it works🧵👇
CUDAN Open Lab | @cudanlab.bsky.social retweeted
New session tomorrow 13/10 14:15 "Does #ArtHistory Need #CulturalAnalytics" with @schichmax (@CUDANLab @TallinnUni) and Jorge Sebastián Lozano (@UV_EG). Info and links: bit.ly/46rgg3c #digitalarthistory
New session tomorrow 29/09 14:15 "Do we need Digital Visual Studies?" with @JoyeuxPrunel (@DHUnige) and Leora Auslander (@UChicago). Info and links: bit.ly/3RE0mxM #digitalarthistory
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Qual analysis & data coding can provide deep insight. But the time cost is a bottleneck! Enter
Machine-assisted mixed methods
a transparent framework for qual data at scale
arxiv.org/abs/2309.14379
#LLMs #AI #MAMM
I conducted 1⃣6⃣ hum&socsci casestudies to see if it works🧵👇
CUDAN Open Lab | @cudanlab.bsky.social retweeted
Can a society polarize to the point that ppl literally won't understand each other anymore🤔
Me& @nerdpro explore, in "Evolving linguistic divergence on polarizing social media". We use large socmedia corpora +#ML & #LLMs #AI as research instruments
arxiv.org/abs/2309.01659
1/🧵⬇️
CUDAN Open Lab | @cudanlab.bsky.social retweeted
"A Framework for the Analysis of Historical Newsreels"
osf.io/preprints/socarxiv/a4…
preprint by @MilaOiva et al, incl myself. We propose a unified approach to do research on (historical) news&newsreels, incl image, video, text, geo and production crew analysis. The example 1/🧵
