La conférence Cultural Data Analytics 2023 / CUDAN 2023 est prévue à Tallinn, en Estonie, du 13 au 16 décembre 2023, incluant un certain nombre de spécialistes invités de premier plan, des conférences longues évaluées par les pairs et des contributions éclair+poster de la communauté. La conférence est organisée par le projet de chaire ERA pour l’analyse des données culturelles à l’Université de Tallinn, généreusement financé par la Commission européenne. Inspiré par les premiers grands rassemblements de la communauté de l’analyse culturelle, y compris UCLA/IPAM 2016, et les conférences multidisciplinaires telles que NetSci, IC2S2, ou CCS, elle vise à rassembler les chercheurs et les praticiens qui utilisent des méthodes d’analyse des données culturelles pour comprendre les cultures et la production culturelle. Cela inclut en particulier des combinaisons multidisciplinaires de quantification, d’enquête qualitative, d’analyse informatique et de visualisation pour donner un sens à de grands ensembles de données culturelles, y compris visuelles, audiovisuelles, linguistiques et d’autres genres de matériaux socioculturels.

La conférence sera retransmise en direct, les liens de retransmission apparaîtront ici dans la matinée du 14 décembre, à 8h45, heure de Tallinn:

https://cudan.tlu.ee/conference/

Orateurs principaux

– Petter Holme, Aalto University, Helsinki, Finland (https://petterhol.me/)
– Béatrice Joyeux-Prunel, Université de Genève, Switzerland (https://www.unige.ch/…)
– Mauro Martino, Visual Artificial Intelligence Lab, IBM Research, Boston, USA (https://www.mamartino.com/)
– Anu Masso, TalTech, Tallinn, Estonia (https://taltech.ee/…)

14 décembre

CUDAN 2023 CONFERENCE DAY 1
09:00-10:00 – Keynote Session 1 room A002
WELCOME (09:00-09:15) Maximilian Schich – Introduction
KEYNOTE-1 (09:15-10:00) Petter Holme – Understanding the world from structures in time.
10:00-11:00 – Long Talk Session 1 room A002
session chair: Maximilian Schich
LONG-1-1 (10:00-10:20) Melvin Wevers and Kristoffer Nielbo – Embed, detect and describe: A framework for examining events in complex sociocultural and historical data. (#21)
LONG-1-2 (10:20-10:40) Alberto Acerbi and Joe Stubbersfield – Large language models show human-like content biases in transmission chain experiments. (#15)
LONG-1-3 (10:40-11:00) Andres Karjus – Large language models to supercharge humanities and cultural analytics research. (#33)
11:00-11:30 – coffee break
11:30-12:30 – Long Talk Session 2 room A002
session chair: Mikhail Tamm
LONG-2-1 (11:30-11:50) Mila Oiva – Explaining longitudinal audiovisual news contents: A framework for the analysis of historical newsreels. (#08)
LONG-2-2 (11:50-12:10) Richard A Blythe and William Croft – How individuals change culture. (#10)
LONG-2-3 (12:10-12:30) Vivian Dornelas, Els Heinsalu, and Marco Patriarca – Spreading of cultural traits in spatially embedded networks. (#36)
12:30-13:30 – Global Remote Session room A002
session chair: Mikhail Tamm
REMOTE-1 (12:30-12:36) Jianbo Gao, and Zhaoyang He – Media big-data-based continuous monitoring of global risks. (#23)
REMOTE-2 (12:36-12:42) Fanglei Wang and Jianbo Gao – Differential impact of the Covid-19 pandemic on African countries. (#22)
REMOTE-3 (12:42-12:48) Olena Mykhailenko – Evolving values and political orientations of rural Canadians: Insights from longitudinal WVS Data. (#71)
REMOTE-4 (12:48-12:54) Nancy Hada and Kavita Vemuri – Deep-Learning-driven feature extraction for classification of Indian tribal paintings. (#73)
REMOTE-5 (12:54-13:00) Sarala Shakya and Rajani Chulyadyo – Emotion-aware Nepali music recommender system. (#43)
REMOTE-6 (13:00:13:06) Kristoffer Nielbo, Yuri Bizzoni, Ida Marie S. Lassen, Pascale Feldkamp Moreira, Mads Rosendahl Thomsen, and Jianbo Gao – Global coherence, local uncertainty: A recipe for literary success. (#20)
REMOTE-7 (13:06-13:12) Nadia Alaily-Mattar, Vincent Baptist, Lukas Legner, Alain Thierstein and Diane Arvanitakis – The mediated lifespan of urban architectural icons: An empirical investigation using Instagram data . (#5)
REMOTE-8 (13:12-13:18) Irine Chachanidze and Tamar Guchua – The Russification language policy in Georgia according to the press of the Georgian Emigrants of the first half of the 20th century. (#31)
REMOTE-9 (13:18-13:24) Maria-Rita D’Orsogna, Tom Chou, and Lucas Böttcher – Fentanyl-driven acceleration of racial, gender and geographical disparities in drug overdose deaths in the United States. (#39)
REMOTE-10 (13:24-13:30) Kelly Elizabeth McClinton and Luis M Rocha – POESIS: A new tool for aiding human-centered computational Art History. (#26)
13:30-14:30 – lunch
14:30-15:30 – Long Talk Session 3A (parallel) room A002
session chair: Liubov Tupikina
LONG-3A-1 (14:30-14:50) Daniel Chavez Heras, Nanne Van Noord, Mila Oiva, Carlo Bretti, Isadora Campregher Paiva, Ksenia Mukhina, and Tillmann Ohm – Between history and poetics: Identifying temporal dynamics in large audiovisual collections. (#35)
LONG-3A-2 (14:50-15:10) Francesca Odella – Collaborative networks in the TV fiction industry: Italian serials and sitcoms before the digital switch-off 1996-2009. (#58)
LONG-3A-3 (15:10-15:30) Bartosz Jusypenko – What is personalization worth for Netflix users? Evidence from a text-only and a mock VOD service choice experiment. (#77)
14:30-15:30 – Long Talk Session 3B (parallel) room A046
session chair: Ksenia Mukhina
LONG-3B-1 (14:30-14:50) Selenia Anastasi, Florian Schneider, Tim Fischer, and Chris Biemann – Unraveling the incelosphere aesthetics: Memes and visual culture across the Italian and the English-speaking incel communities. (#27)
LONG-3B-2 (14:50-15:10) Wojciech Hardy, Michał Paliński, Satia Rożynek, and Sophia Gaenssle – Promoting music through user-generated content: The TikTok effect on music streaming. (#44)
LONG-3B-3 (15:10-15:30) Wojciech Hardy and Paul Crosby – Fewer streams but longer songs? Attention economics and the pandemic effects on music listening. (#17)
15:30-16:00 – coffee break
16:00-17:00 – Long Talk Session 4A (parallel) room A002
session chair: Liubov Tupikina
LONG-4A-1 (16:00-16:20) Vejune Zemaityte, Mila Oiva, Ksenia Mukhina, Aaron Schecter, Noshir Contractor, and Maximilian Schich – Gendered aspects of team formation in the Soviet newsreel production industry. (#75)
LONG-4A-2 (16:20-16:40) Mark J. Hill and Paul Nulty – Conceptual shift or continental drift? A computational and cultural investigation into the changing concept of Europe. (#74)
LONG-4A-3 (16:40-17:00) Luca Giovannini and Miriam Schirmer – The courtroom as stage: Exploring the performative dimension of genocide trials. (#52)
16:00-17:00 – Long Talk Session 4B (parallel) room A046
session chair: Ksenia Mukhina
LONG-4B-1 (16:00-16:20) Yan Asadchy – Self-representation on social media: Individual, interpersonal, and collective. (#90)
LONG-4B-2 (16:20-16:40) Ludovica Schaerf – Do computer vision models internally differentiate visual and conceptual aspects of art without explicit supervision?. (#79)
LONG-4B-3 (16:40-17:00) Tillmann Ohm – Curatorial algorithms and collection spaces. (#94)
17:00-18:00 – Keynote Session 2 room A002
moderator: Maximilian Schich
KEYNOTE-PANEL-1 (17:00-18:00) Indrek Ibrus, Ulrike Rohn, Marek Tamm, Daniele Monticelli, Katrin Niglas – Data analytics at Tallinn University: Past, present, and future.

15 décembre

CUDAN 2023 CONFERENCE DAY 2
09:00-10:00 – Keynote Session 3 room A002
session chair: Pille Runnel
WELCOME (09:00-09:15) y’all – Meet the publishers
KEYNOTE-2 (09:15-10:00) Anu Masso – Towards understanding global data migration: A social transformation approach
10:00-11:00 – Long Talk Session 5 room A002
session chair: Pille Runnel
LONG-5-1 (10:00-10:20) Louis Michael Shekhtman and Albert-Laszlo Barabasi – Philanthropy in art: locality, donor retention, and prestige. (#2)
LONG-5-2 (10:20-10:40) Yessica Herrera-Guzman, Alexander J Gates, Cristian E Candia, and Albert-Laszlo Barabasi – Quantifying hierarchy and prestige in US ballet academies as social predictors of career success. (#3)
LONG-5-3 (10:40-11:00) Mar Canet Sola, Antonina Korepanova, Ksenia Mukhina, and Maximilian Schich – Quantifying collection lag in world modern and contemporary art museums. (#84)
11:00-11:30 – coffee break
11:30-12:30 – Long Talk Session 6 room A002
session chair: Vejune Zemaityte
LONG-6-1 (11:30-11:50) Luis Alejandro Miccio, Paschalis Agapitos, Juan-Luis Suárez, and Gustavo A. Schwartz – Sampling cultural universes of notable individuals from Wikipedia. (#49)
LONG-6-2 (11:50-12:10) Juan Antonio Guerrero Montero, Dan Lassiter, Robert Truswell, and Richard A Blythe – Modelling and corpus analysis of the co-evolution of linguistic forms and functions. (#51)
LONG-6-3 (12:10-12:30) Mengqi Li, Jiajie Wang, Zihong Chen, Hanyue Du, and Jing Chen – Awakening the material in the network of things through data-driven semantic analysis. (#59)
12:30-13:30 – Lightning Session 1 room A002
session chair: Vejune Zemaityte
LIGHTNING-1-1 (12:30-12:36) Bruno Caldas Vianna, and Elen Nas – Visual AI’s matter of taste. (#47)
LIGHTNING-1-2 (12:36-12:42) Everardo Reyes – Media visualization of SIGGRAPH art shows. (#30)
LIGHTNING-1-3 (12:42-12:48) Youcef Benkhedda, Viktor Schlegel, Goran Nenadic, and Riza Batista-Navarro – Integrating community-generated digital content into the UK National Collection. (#69)
LIGHTNING-1-4 (12:48-12:54) Rebecca Giblin and Paul Crosby – Untapped potential: Economic analyses emerging from the Australian Literary Heritage project. (#87)
LIGHTNING-1-5 (12:54-13:00) Jon Durand and Cloe Chapotot Abreu – When culture is the user: Learning from cultural data and UX research to engage European youth in politics. (#80)
LIGHTNING-1-6 (13:00-13:06) Pilar Rodriguez Mata – Trending together: Mapping transnational hashtags in the Hispanosphere’s feminist discourse. (#82)
LIGHTNING-1-7 (13:06:13:12) Tomasz Żuradzki – Half a century of bioethics and philosophy of medicine. A computational approach. (#57)
LIGHTNING-1-8 (13:12-13:18) Luis Alejandro Miccio, Carlos Gámez, Juan-Luis Suárez, and Gustavo A. Schwartz – Complex networks reveal emergent interdisciplinary knowledge in Wikipedia. (#48)
LIGHTNING-1-9 (13:18-13:24) Justin Munoz and Rachel Fensham – Protean figures for protean careers in cultural data. (#19)
LIGHTNING-1-10 (13:24-13:30) Jacek Bąkowski – Comparative study of Sanskrit and Perso-Arabic loanwords in modern Hindi with word embeddings. (#85)
13:30-14:30 – lunch
14:30-15:30 – Long Talk Session 7A (parallel) room A002
session chair: Mar Canet Sola
LONG-7A-1 (14:30-14:50) Simon Ullrich and Johanna Einsiedler – Can ready-made language models be used for context-specific coding? Categorizing Twitter actors using large language models and APIs. (#76)
LONG-7A-2 (14:50-15:10) Martin E Berger – Provenance, art worlds, and knowledge graphs: Doing data-driven large-scale object biography research. (#18)
LONG-7A-3 (15:10-15:30) Bárbara Romero Ferron – The concept of Spanish art in nineteenth-century exhibitions: A data-driven analysis. (#37)
14:30-15:30 – Long Talk Session 7B (parallel) room A046
session chair: Petter Holme
LONG-7B-1 (14:30-14:50) Mark Mets – Patterns of cultural Other at scale. (#91)
LONG-7B-2 (14:50-15:10) Olga Mukhortova and Dmitry Zinoviev – What is star discourse in post-Soviet film journals? (#89)
LONG-7B-3 (15:10-15:30) Mikhail Tamm – Geography through the lens of Soviet propaganda: How cities are mentioned in the Daily News newsreel, 1954-1992. (#92)
15:30-16:00 – coffee break
16:00-17:00 – Long Talk Session 8A (parallel) room A002
session chair: Antonina Korepanova
LONG-8A-1 (16:00-16:20) Esther Solé Martí – Quantifying relevance in art exhibitions. (#60)
LONG-8A-2 (16:20-16:40) Ksenia Mukhina and Maximilian Schich – Learning geo-socio-visual attention patterns regarding the city of Rome. (#78)
LONG-8A-3 (16:40-17:00) Tod Stewart Van Gunten and Aybuke Atalay – Modeling cultural globalization on music streaming platforms. (#4)
16:00-17:00 – Long Talk Session 8B (parallel) room A046
session chair: Petter Holme
LONG-8B-1 (16:00-16:20) Stefano Scialla, Jens-Kristjan Liivand, Marco Patriarca, and Els Heinsalu – A three-state language competition model including language learning and attrition. (#16)
LONG-8B-2 (16:20-16:40) Marc Santolini and Liubov Tupikina – Tracing the trajectories of knowledge: A systematic analysis of knowledge mobility patterns in scientific and cultural texts. (#46)
LONG-8B-3 (16:40-17:00) Shiming Shen – Crossing Borders Archives (CROBORA): Interactive data visualization of broadcast archives in the age of digitization. (#13)
17:00-18:00 – Keynote Session 4 room A002
KEYNOTE-PANEL-2 (17:00-18:00) Lev Manovich & Maximilian Schich – Genesis & future of cultural data analytics: a fireside chat.
18:00-20:00 – AI Art Exhibit Reception room A108 & Astra gallery
AI-ART-EXHIBIT-1 (Dec 14-16) Mauro Martino – Milano Fabbrica di Futuro
AI-ART-EXHIBIT-2 (Dec 14-16) Lev Manovich – [AI prints]
AI-ART-EXHIBIT-3 (Dec 14-16) Varvara & Mar – [AI sculpture & video art]

16 décembre

CUDAN 2023 CONFERENCE DAY 3
09:00-10:00 – Keynote Session 5 room A002
session chair: Mila Oiva
GROUP PHOTO (09:00-09:15) all y’all – Join us for a group photo
KEYNOTE-3 (09:15-10:00) Béatrice Joyeux-Prunel – Cultural data analytics and the deluge of images.
10:00-11:00 – Long Talk Session 9 room A002
session chair: Mila Oiva
LONG-9-1 (10:00-10:20) Axel Bohmann – The grammar of gender: Verb phrases with gendered subjects across 200 years of American English. (#53)
LONG-9-2 (10:20-10:40) Peeter Tinits, Krister Kruusmaa, and Laura Nemvalts – Studying major transitions in literary communities through the Estonian National Bibliography 1800-1940. (#40)
LONG-9-3 (10:40-11:00) Yadira Lizama Mué and Juan-Luis Suárez – Unraveling the emerging frontiers of interdisciplinary research in cultural analytics. (#70)
11:00-11:30 – coffee break
11:30-12:30 – Long Talk Session 10 room A002
session chair: Andres Karjus
LONG-10-4 (11:30-11:50) Mikaela Irene Fudolig, Thayer Alshaabi, Kathryn Cramer, Christopher Danforth, and Peter Dodds – A decomposition of book structure through ousiometric fluctuations in cumulative word-time. (#34)
LONG-10-5 (11:50-12:10) Chico Q Camargo and Isabel Sebire – Genres, subgenres, and storytelling tropes: a data science approach. (#55)
LONG-10-6 (12:10-12:30) Simon Dedeo – Sense-making, story-telling, and the unspeakable in r/relationships. (#88)
12:30-13:30 – Lightning Session 2 room A002.
session chair: Andres Karjus
LIGHTNING-2-1 (12:30-12:36) Sonja Thiel and Etienne Posthumus – xCurator: AI-supported exploration and curation of digital collections. (#63)
LIGHTNING-2-2 (12:36-12:42) Clément Zankoc, Marco Patriarca, and Els Heinsalu – Language dynamics model with finite-range interactions influencing the diffusion of linguistic traits and human dispersal. (#32)
LIGHTNING-2-3 (12:42-12:48) Paschalis Agapitos, Luis Alejandro Miccio, Gustavo A. Schwartz, and Juan-Luis Suárez – SynPedia classifier: Using syntactic structures and named entity recognition for effective Wikipedia page classification. (#50)
LIGHTNING-2-4 (12:48-12:54) Els Heinsalu, Marco Patriarca, Andrzej Pȩkalski, and Janusz Szwabiński – Networks of traditional cuisines as cultural benchmarks. (#41)
LIGHTNING-2-5 (12:54-13:00) Anda Iulia Solea – Mainstreaming The Blackpill: An exploration of the incel community on TikTok and YouTube shorts. (#42)
LIGHTNING-2-6 (13:00-13:06) Teresa Kamencek, Velitchko Filipov, Victor Schetinger, Silvia Miksch, and Raphael Rosenberg – TimeScapes: Towards a visual characterization of modern artists’ exhibition activity. (#54)
LIGHTNING-2-7 (13:06:13:12) Mar Canet Sola and Varvara Guljajeva – Visions of destruction: Experiencing the climate crisis through an interactive AI-aided artwork. (#86)
LIGHTNING-2-8 (13:12-13:18) Phillip Stenmann Baun – Beyond keywords: An NLP method for identifying corpus-specific historical terms in cultural datasets. (#81)
13:30-14:30 – lunch
14:30-15:30 – Long Talk Session 11A (parallel) room A002
session chair: Chico Q Camargo
LONG-11A-1 (14:30-14:50) Camilla Mazzucato and Michele Coscia – Constructing kinship: A network study of material and biological ties at Çatalhöyük. (#11)
LONG-11A-2 (14:50-15:10) Donghyeok Choi and Juyong Park – Unraveling the Joseon dynasty: A quantitative approach to historical dynamics. (#62)
LONG-11A-3 (15:10-15:30) Alexandra Barancova, Melvin Wevers, and Nanne Van Noord – The expression of temporality in historical photographs. (#14)
14:30-15:30 – Long Talk Session 11B (parallel) room A046
session chair: Yan Asadchy
LONG-11B-1 (14:30-14:50) Ekaterina Lapina-Kratasiuk – Threats and temptations of the digital city: Social and political consequences of data-driven networked urbanism. (#61)
LONG-11B-2 (14:50-15:10) Hanna Jemmer – How media organisations innovate via data analytics: a non-orthodox view. (#93)
15:30-16:00 – coffee break
16:00-17:00 – Long Talk Session 12A (parallel) room A002
session chair: Chico Q Camargo
LONG-12A-1 (16:00-16:20) Levin Brinkmann, Bramantyo Ibrahim Supriyatno, Thomas Franz Müller, and Iyad Rahwan – Exploring the evolution of artistic styles with generative AI. (#72)
LONG-12A-2 (16:20-16:40) Antonina Korepanova, Davide Pafumi, and Bowei Wang – Unveiling the subtle art of blame deflection using computational methods: r/AITA through the lens of word embeddings and topic modeling. (#83)
LONG-12A-3 (16:40-17:00) Corinna Coupette, Jilles Vreeken, and Bastian Rieck – All the world’s a (hyper)graph: A data drama. (#9)
16:00-17:00 – Long Talk Session 12B (parallel) room A046
session chair: Mark Mets
LONG-12B-1 (16:00-16:20) Andres Kõnno and Kais Allkivi-Metsoja – The role of metadata in interpreting media data as cultural data: The ERR case. (#65)
LONG-12B-2 (16:20-16:40) Folgert Karsdorp, Mike Kestemont, and Melvin Wevers – Steady formulas, shifting spells: Estimating unseen folktale diversity. (#56)
17:00-18:00 – Keynote Session 6 room A002
KEYNOTE-4 (17:00-18:00) Mauro Martino – Generativism: The impact of generative models on aesthetics and the human experience.
CLOSING (18:00-18:30) Maximilian Schich – Farewell (incl. best talk, best poster, and what’s next?)

Organisateurs

Organizing chair

Maximilian Schich, CUDAN ERA Chair holder

Advising chair

Lev Manovich, Cultural Analytics Lab, City University of New York, US

Organizing committee

Workshop chair: Andres Karjus, CUDAN Senior Fellow (computational linguistics)
Video chair: Ksenia Mukhina, CUDAN Senior Fellow (computer science)
Catering chair: Mila Oiva, CUDAN Senior Fellow (cultural history)
Schedule & poster chair: Mikhail Tamm, CUDAN Senior Fellow (social physics)
AI Art Exhibit chair: Mar Canet Sola, CUDAN PhD Fellow (AI art research) Sandra Kaljumäe, CUDAN Project coordinator
Sirli Peda, Tallinn University Conference Center
Sirli Taniloo, Tallinn University Conference Center
Lydia Kurus, Tallinn University Conference Center