Location

To be held at the International Multiconference on Information Society IS-2024

Conference themes

  • Statistical Data Analysis
  • Data, Text, Gaph, Web and Multimedia Mining
  • Link Detection/Analysis, Social Network Analysis
  • Semantic Technologies, Computational Linguistics
  • Sensor Data Anayltics and Stream Mining
  • Modeling Complex Systems

Instructions for Authors

Authors are invited to contribute papers that present the state-of-the-art, development goals, applications and future trends in the above mentioned areas.

Authors are invited to submit complete papers not exceeding 4 pages, written in English and formatted following the conference formatting instructions.

The authors should submit the papers by August 31, 2024 in .pdf format via submission page, in case of any issues it is allowed to submit by e-mail to dunja.mladenic@ijs.si with subject "SiKDD paper submission".

Conference Program

Presentations of accepted papers will be available at @videolectures.net.

9:00 - 11:00
Integrating Knowledge Graphs and Large Language Models for Querying in an Industrial Environment
Domen Hočevar and Klemen Kenda
Comparative Analysis of Machine Learning Models for Groundwater Level Forecasting: The Impact of Contextual Data
Rok Klančič and Klemen Kenda
Interactive Tool for Tracking Open-source Artificial Intelligence Progress on Hugging Face
Bogdan Šinik, Domen Vake, Jernej Vičić and Aleksandar Tošić
Multilingual Hate Speech Modeling by Leveraging Inter-Annotator Disagreement
Patricia-Carla Grigor, Petra Kralj Novak and Bojan Evkoski
Predicting Pronunciation Types in the Sloleks Morphological Lexicon of Slovene
Jaka Čibej
Higher-order bibliographic services based on bibliographic networks
Vladimir Batagelj, Jan Pisanski and Tomaž Pisanski
Empowering Open Education Methodologies with AI-based Strategies for the Customization of Education
Tel Amiel, Antonio J. Moraes Neto, Joao Pita Costa, Anja Poljanar and Mitija Jermol
Addressing Water Sustainability Challenges in North Africa with Artificial Intelligence
Mustafa Zaouini, Joao Pita Costa, Manal Cherkaoui, Hanaa Hachimi, M. Wahib Abkari, Kamal Gourari, Hatim Lachheb and Jad Tounsi El Azzoiani
Predicting poverty using regression
Luka Urbanč, Marko Grobelnik and Joao Pita Costa
Fact Manipulation in News: LLM-Driven Synthesis and Evaluation of Fake News Annotation
Luka Golob and Abdul Sittar
11:00 - 11:30
Break
11:30 - 13:00
Borrowing Words: Transfer Learning for Reported Speech Detection in Slovenian News Texts
Zoran Fijavž
Connecting company performance to ESG terms in financial reports
Luka Andrenšek, Katarina Sitar Šuštar, Senja Pollak and Matthew Purver
Classification of Patents Into Knowledge Fields: Using a Proposed Knowledge Mapping Taxonomy (KnowMap)
Elham Motamedi, Inna Novalija and Luis Rei
Ontology matching through OntoGPT for O3PO, DABGEO, and OEO ontologies
Jernej Stegnar, Jože M. Rožanec, Gregor Leban and Dunja Mladenić
Measuring and Modeling CO2 Emissions in Machine Learning Processes
Ivo Hrib, Jan Šturm, Oleksandra Topal and Maja Škrjanc
Enhancing Ontology Engineering with LLMs: From Search to Active Learning Extensions
Ganna Kholmska, Klemen Kenda and Jože Rožanec
On the Brazilian Observatory for Artificial Intelligence
Rafael Meira Silva, Cristina Godoy Oliveira, Luiz Costa, Joao Paulo Candia Vieira and Joao Pita Costa
13:00 - 14:00
Break
14:00 - 16:00
Pojavljanje incidentov ob uporabi Umetne Inteligence
Marko Grobelnik, Besher M. Massri, Alenka Gucek and Dunja Mladenić
Perception of AI in Slovenia
Abdul Sittar, Alenka Guček and Dunja Mladenić
What will happen tomorrow? Predicting future event types for businesses
Tesia Šker, Jože M. Rožanec, Gregor Leban and Dunja Mladenić
Generating Non-English Synthetic Medical Data Sets
Lenart Dolinar, Erik Calcina and Erik Novak
LLNewsBias: A Multilingual News Dataset for Lifelong Learning
Swati Swati and Dunja Mladenić
Creating Local World Models using LLMs
Mark David Longar, Erik Novak and Marko Grobelnik
Semantic video content search and recommendation
Mark David Longar, Jakob Fir and Bor Pangeršič
Continuous Planning of a Fleet of Shuttle Vans as Support for Dynamic Pricing
Filip Stavrov and Luka Stopar
Knowledge graph Extraction from Textual data using LLM
Khasa Gillani, Erik Novak, Klemen Kenda and Dunja Mladenić
Are papers all that counts? A bibliometric analysis of the Slovenian scientific community
Aymeric Dupuis, Sašo Džeroski, Boshko Koloski and Matej Martinc
Solving hard optimization problems of packing, covering, and tiling via clique search
Sandor Szabo and Bogdan Zavalnij

Important dates

  • Submission deadline: 31 August, 2024
  • Notification to authors: 20 September, 2024
  • Deadline for camera-ready papers: 25 September, 2024

Organization

Program chairs

Marko Grobelnik

marko.grobelnik@ijs.si

J.Stefan Institute,
Jamova 39,
1000 Ljubljana,
Slovenia

Dunja Mladenić

dunja.mladenic@ijs.si

J.Stefan Institute,
Jamova 39,
1000 Ljubljana,
Slovenia

Previous events