Overcoming Multilevel INformation Overload

Project Information

OMINO

Grant agreement ID: 101086321

DOI

10.3030/101086321

EC signature date 20 October 2022

Start date 1 January 2023

End date 31 December 2026

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 1 297 200,00

Coordinated by

POLITECHNIKA WARSZAWSKA
Poland

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (3)

WP2 mid-term progress report

Fairness and scientometric-enhanced information retrieval and recommendation to address IOL in different domains - mid-term progress report (objectives O1,O2)

WP4 mid-term progress report

Networked agent-based IOL models - mid-term progress report (objective O2).

WP3 mid-term progress report

Interplay between IOL and cognitive and affective states - mid-term progress report (objectives O1, O2)

Data Management Plan (1)

Data Management Plan

Creation of the Data Management Plan for the Consortium

Publications

Conference proceedings (14)

Towards Model-Based Data Acquisition for Subjective Multi-Label NLP Problems

Author(s): Kanclerz K., Bielaniewicz J., Gruza M., Kocoń J., Woźniak S., Kazienko P.
Published in: SENTIRE/ICDM 2023, 2023
Publisher: will be IEEE

Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction

Author(s): Albert Sawczyn, Katsiaryna Viarenich, Konrad Wojtasik, Aleksandra Domogaa, Marcin Oleksy, Maciej Piasecki, Tomasz Kajdanowicz
Published in: Findings of the Association for Computational Linguistics ACL 2024, 2024
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-acl.652

PALS: Personalized Active Learning for Subjective Tasks in NLP

Author(s): Kanclerz K., Karanowski K., Bielaniewicz J., Gruza M., Miłkowski P., Kocoń J., Kazienko P.
Published in: EMNLP 2023, 2023
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.823

Graph-level representations using ensemble-based readout functions

Author(s): Binkowski, Jakub; Sawczyn, Albert; Janiak, Denis; Bielak, Piotr; Kajdanowicz, Tomasz
Published in: ICCS 2023, Issue LNCS 14074, 2023
Publisher: Springer
DOI: 10.48550/arxiv.2303.02023

Differential Dataset Cartography: Explainable Artificial Intelligence in Comparative Personalized Sentiment Analysis

Author(s): Jan Kocoń; Joanna Baran; Kamil Kanclerz; Michał Kajstura; Przemysław Kazienko
Published in: Lecture Notes in Computer Science - Computational Science – ICCS 2023, 2023
DOI: 10.1007/978-3-031-35995-8_11

Automating the Analysis of Institutional Design in International Agreements

Author(s): Anna Wróblewska; Bartosz Pieliński; Karolina Seweryn; Sylwia Sysko-Romańczuk; Karol Saputa; Aleksandra Wichrowska; Hanna Schreiber
Published in: Computational Science – ICCS 2023 ISBN: 9783031360237, 2023
DOI: 10.48550/arxiv.2305.16750

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings

Author(s): Albert Sawczyn, Jakub Binkowski, Piotr Bielak, and Tomasz Kajdanowicz
Published in: LREC-COLING 2024, 2024
Publisher: ACL

RAFEN -- Regularized Alignment Framework for Embeddings of Nodes

Author(s): Tagowski, Kamil; Bielak, Piotr; Binkowski, Jakub; Kajdanowicz, Tomasz
Published in: ICCS 2023, Issue LNCS 14075, 2023
Publisher: Springer
DOI: 10.48550/arxiv.2303.01926

Evaluating the Effectiveness of Research Grants with Journal Bibliometrics

Author(s): Oleksy M., Kazienko P., Dzieżyc M.
Published in: BIR/ERIC 2023, Issue Vol. 3617, 2024
Publisher: CEUR

Deepfake Tweets Automatic Detection

Author(s): Adam Frej, Adrian Kamiński, Szymon Szmajdziński, and Piotr Marciniak, Soveatin Kuntur, Wróblewska, Anna
Published in: Progress in Polish Artificial Intelligence Research 5. Proceedings of the 5th Polish Conference on Artificial Intelligence (PP-RAI’2024) 18–20.04.2024, Warsaw, Poland, edited by Jacek Mańdziuk, Adam Żychowski, and Mikołaj Małkiński, 194—199, 2024
Publisher: Politechnika Warszawska

Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases

Author(s): Mieleszczenko-Kowszewicz W., Kanclerz K., Bielaniewicz J., Oleksy M., Gruza M., Woźniak S., Dzięcioł E., Kazienko P., Kocoń J.
Published in: ECAI/NLPerspectives 2023, Issue Vol. 3494, 2023, ISSN 1613-0073
Publisher: CEUR

From Generalized Laughter to Personalized Chuckles: Unleashing the Power of Data Fusion in Subjective Humor Detection

Author(s): Bielaniewicz J., Kazienko P.
Published in: SENTIRE/ICDM 2023, 2023
Publisher: will be IEEE

Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows

Author(s): Miłkowski P., Karanowski K., Wielopolski P., Kocoń J., Kazienko P., Zięba M.
Published in: SENTIRE/ICDM 2024, 2023
Publisher: will be IEEE

Similarity-Based Memory Enhanced Joint Entity and Relation Extraction

Author(s): Witold Kościukiewicz; Mateusz Wójcik; Tomasz Kajdanowicz; Adam Gonczarek
Published in: Lecture Notes in Computer Science ISBN: 9783031360206, Issue 14074, 2023
DOI: 10.48550/ARXIV.2307.11762

Peer reviewed articles (12)

A general model for how attributes can reduce polarization in social groups

Author(s): Piotr J. Górski; Curtis Atkisson; Janusz A. Hołyst
Published in: Network Science, Issue Volume 11 Issue 4, 2023
Publisher: Cambridge University Press
DOI: 10.1017/nws.2023.13

Comparative Analysis of Graph Neural Networks and Transformers for Robust Fake News Detection: A Verification and Reimplementation Study

Author(s): Soveatin Kuntur, Maciej Krzywda, Anna Wrblewska, Marcin Paprzycki, Maria Ganzha
Published in: Electronics, Issue 13, 2024, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/electronics13234784

Reference coverage analysis of OpenAlex compared to Web of Science and Scopus

Author(s): Jack H. Culbert, Anne Hobert, Najko Jahn, Nick Haupka, Marion Schmidt, Paul Donner, Philipp Mayr
Published in: Scientometrics, Issue 130, 2025, ISSN 0138-9130
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11192-025-05293-3

Multidimensional attributes expose Heider balance dynamics to measurements

Author(s): Joanna Linczuk; Piotr J. Górski; Boleslaw K. Szymanski; Janusz A. Hołyst
Published in: Scientific Reports, Issue 13, 2023, ISSN 2045-2322
Publisher: Nature
DOI: 10.1038/s41598-023-42390-w

Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor

Author(s): Kazienko P., Bielaniewicz J., Gruza M., Kanclerz K., Karanowski K., Miłkowski P., Kocoń J.
Published in: Information Fusion, Issue Vol. 94, 2023
Publisher: Elsevier
DOI: 10.1016/j.inffus.2023.01.010

ChatGPT: Jack of all trades, master of none

Author(s): Kocoń J., Cichecki I., Kaszyca O., Kochanek M., Szydło D., Baran J., Bielaniewicz J., Gruza M., Janz A., Kanclerz K., Kocoń A., Koptyra B., Mieleszczenko-Kowszewicz W., Miłkowski P., Oleksy M., Piasecki M., Radliński Ł., Wojtasik K., Woźniak S., Kazienko
Published in: Information Fusion, Issue Vol. 99, 2023
Publisher: Elsevier
DOI: 10.2139/ssrn.4372889

Improving Training Dataset Balance with ChatGPT Prompt Engineering

Author(s): Mateusz Kochanek, Igor Cichecki, Oliwier Kaszyca, Dominika Szydo, Micha Madej, Dawid Jdrzejewski, Przemysaw Kazienko, Jan Koco
Published in: Electronics, Issue 13, 2025, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/electronics13122255

Identifying Key Nodes for the Influence Spread Using a Machine Learning Approach

Author(s): Mateusz Stolarski, Adam Pirg, Piotr Brdka
Published in: Entropy, Issue 26, 2024, ISSN 1099-4300
Publisher: MDPI AG
DOI: 10.3390/e26110955

When the crowd gets it wrong – the limits of collective wisdom in machine learning

Author(s): Orzechowski, Kamil P.; Sienkiewicz, Julian; Fronczak, Agata; Fronczak, Piotr
Published in: Scientific Reports, 2025
Publisher: PUBMED
DOI: 10.1038/S41598-025-08273-Y

Integrating personalized and contextual information in fine-grained emotion recognition in text: A multi-source fusion approach with explainability

Author(s): Anh Ngo, Jan Koco
Published in: Information Fusion, Issue 118, 2025, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2025.102966

Peer Interaction Dynamics and Second Language Learning Trajectories During Study Abroad: A Longitudinal Investigation Using Dynamic Computational Social Network Analysis

Author(s): Micha B. Paradowski, Nicole Whitby, Micha Czuba, Piotr Brdka
Published in: Language Learning, Issue 74, 2025, ISSN 0023-8333
Publisher: Wiley
DOI: 10.1111/lang.12681

A deeper look at Graph Embedding RetroFitting

Author(s): Bielak, P., Binkowski, J., Sawczyn, A., Viarenich, K., Puchalska, D., Kajdanowicz, T.
Published in: Journal of Computational Science, 2023
Publisher: Elsevier
DOI: 10.1016/j.jocs.2023.101979

Book chapters (4)

Bibliometric-Enhanced Information Retrieval: 14th International BIR Workshop (BIR 2024)

Author(s): Ingo Frommholz, Philipp Mayr, Guillaume Cabanac, Suzan Verberne
Published in: Lecture Notes in Computer Science, Advances in Information Retrieval, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-56069-9_61

Representation Learning inMultiplex Graphs: Where andHow toFuse Information?

Author(s): Piotr Bielak, Tomasz Kajdanowicz
Published in: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63778-0_1

A Perspective ontheUbiquity ofInteraction Streams inHuman Realm

Author(s): Damian Serwata, Mateusz Nurek, Radosaw Michalski
Published in: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63775-9_26

Bibliometric-Enhanced Information Retrieval: 13th International BIR Workshop (BIR 2023)

Author(s): Ingo Frommholz, Philipp Mayr, Guillaume Cabanac, Suzan Verberne
Published in: Lecture Notes in Computer Science, Advances in Information Retrieval, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-28241-6_43

Other (14)

Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform

Author(s): Mateusz Wójcik; Witold Kościukiewicz; Mateusz Baran; Tomasz Kajdanowicz; Adam Gonczarek
Published in: Computer Science Cornell Univesity, 2023
Publisher: arXiv repository Cornell University
DOI: 10.48550/arxiv.2307.05399

From Generalized Laughter to Personalized Chuckles: Unleashing the Power of Data Fusion in Subjective Humor Detection

Author(s): Bielaniewicz, Julita; Kazienko, Przemysław
Published in: 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 2023
DOI: 10.48550/ARXIV.2312.11296

Mechanistic description of spontaneous loss of memory persistent activity based on neuronal synaptic strength

Author(s): Hillel Sanhedrai; Shlomo Havlin; Hila Dvir
Published in: Heliyon, 2024
DOI: 10.48550/arxiv.2212.07225

Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience

Author(s): Nicholas A. Coles; Bartosz Perz; Maciej Behnke; Johannes C. Eichstaedt; Soo Hyung Kim; Tu N. Vu; Chirag Raman; Julian Tejada; Van-Thong Huynh; Guangyi Zhang; Tanming Cui; Sharanyak Podder; Rushi Chavd
Published in: Royal Society Open Science, 2025
DOI: 10.1098/RSOS.241778

The Role ofConformity inOpinion Dynamics Modelling withMultiple Social Circles

Author(s): Stanisaw Stpie; Jarosaw Jankowski; Piotr Brdka; Radosaw Michalski
Published in: Lecture Notes in Computer Science - Computational Science – ICCS 2023, 2023
DOI: 10.48550/arxiv.2403.04480

From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis

Author(s): Woźniak, Stanisław; Kocoń, Jan
Published in: 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 2023
DOI: 10.48550/ARXIV.2312.04720

Divide and not forget: Ensemble of selectively trained experts in Continual Learning

Author(s): Rypeść, Grzegorz; Cygert, Sebastian; Khan, Valeriya; Trzciński, Tomasz; Zieliński, Bartosz; Twardowski, Bartłomiej
Published in: International Conference on Learning Representations, 2024
DOI: 10.5281/ZENODO.12543118

Temporal Link Prediction in Social Networks Based on Agent Behavior Synchrony and a Cognitive Mechanism

Author(s): Yueran Duan, Mateusz Nurek, Qing Guan, Radosaw Michalski, Petter Holme
Published in: arXiv repository, 2024
DOI: 10.48550/arXiv.2406.06814

Rank-refining seed selection methods for budget constrained influence maximisation in multilayer networks under linear threshold model

Author(s): Czuba, Michał; Bródka, Piotr
Published in: Social Network Analysis and Mining, 2025
DOI: 10.48550/ARXIV.2405.18059

Disruptive papers in science are losing impact

Author(s): Zeng, An; Fan, Ying; Di, Zengru; Wang, Yougui; Havlin, Shlomo
Published in: 2023
DOI: 10.48550/arxiv.2305.03589

Temporal Link Prediction in Social Networks Based on Agent Behavior Synchrony and a Cognitive Mechanism

Author(s): Yueran Duan; Mateusz Nurek; Qing Guan; Radosław Michalski; Petter Holme
Published in: IEEE Transactions on Computational Social Systems, 2025
DOI: 10.48550/ARXIV.2406.06814

Deep Emotions Across Languages: A Novel Approach for Sentiment Propagation in Multilingual WordNets

Author(s): Kocoń, Jan
Published in: 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 2023
DOI: 10.48550/ARXIV.2312.04715

Supplementary Material from Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience

Author(s): Coles, Nicholas; Perz, Bartosz; Behnke, Maciej; Eichstaedt, Johannes; Kim, Soo Hyung; Vu, Tu; Raman, Chirag; Tejada, Julian; Huynh, Van-Thong; Zhang, Guangyi; Cui, Tanming; Podder, Sharanyak; Chavda,
Published in: 2025
DOI: 10.6084/M9.FIGSHARE.29106746.V1

Paradise-disorder transition in structural balance dynamics on Erdös-Rényi graphs

Author(s): Krishnadas Mohandas; Krzysztof Suchecki; Janusz A. Hołyst
Published in: Physical Review E, 2025
DOI: 10.48550/ARXIV.2407.06793