Overcoming Multilevel INformation Overload

Informations projet

OMINO

N° de convention de subvention: 101086321

DOI

10.3030/101086321

Date de signature de la CE 20 Octobre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2026

Financé au titre de

• Marie Skłodowska-Curie Actions (MSCA)

Coût total

Aucune donnée

Contribution de l’UE

€ 1 297 200,00

Coordonné par

POLITECHNIKA WARSZAWSKA
Poland

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

Auteurs: Kanclerz K., Bielaniewicz J., Gruza M., Kocoń J., Woźniak S., Kazienko P.
Publié dans: SENTIRE/ICDM 2023, 2023
Éditeur: will be IEEE

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

Auteurs: Albert Sawczyn, Katsiaryna Viarenich, Konrad Wojtasik, Aleksandra Domogaa, Marcin Oleksy, Maciej Piasecki, Tomasz Kajdanowicz
Publié dans: Findings of the Association for Computational Linguistics ACL 2024, 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-acl.652

PALS: Personalized Active Learning for Subjective Tasks in NLP

Auteurs: Kanclerz K., Karanowski K., Bielaniewicz J., Gruza M., Miłkowski P., Kocoń J., Kazienko P.
Publié dans: EMNLP 2023, 2023
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.823

Graph-level representations using ensemble-based readout functions

Auteurs: Binkowski, Jakub; Sawczyn, Albert; Janiak, Denis; Bielak, Piotr; Kajdanowicz, Tomasz
Publié dans: ICCS 2023, Numéro LNCS 14074, 2023
Éditeur: Springer
DOI: 10.48550/arxiv.2303.02023

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

Auteurs: Jan Kocoń; Joanna Baran; Kamil Kanclerz; Michał Kajstura; Przemysław Kazienko
Publié dans: 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

Auteurs: Anna Wróblewska; Bartosz Pieliński; Karolina Seweryn; Sylwia Sysko-Romańczuk; Karol Saputa; Aleksandra Wichrowska; Hanna Schreiber
Publié dans: 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

Auteurs: Albert Sawczyn, Jakub Binkowski, Piotr Bielak, and Tomasz Kajdanowicz
Publié dans: LREC-COLING 2024, 2024
Éditeur: ACL

RAFEN -- Regularized Alignment Framework for Embeddings of Nodes

Auteurs: Tagowski, Kamil; Bielak, Piotr; Binkowski, Jakub; Kajdanowicz, Tomasz
Publié dans: ICCS 2023, Numéro LNCS 14075, 2023
Éditeur: Springer
DOI: 10.48550/arxiv.2303.01926

Evaluating the Effectiveness of Research Grants with Journal Bibliometrics

Auteurs: Oleksy M., Kazienko P., Dzieżyc M.
Publié dans: BIR/ERIC 2023, Numéro Vol. 3617, 2024
Éditeur: CEUR

Deepfake Tweets Automatic Detection

Auteurs: Adam Frej, Adrian Kamiński, Szymon Szmajdziński, and Piotr Marciniak, Soveatin Kuntur, Wróblewska, Anna
Publié dans: 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
Éditeur: Politechnika Warszawska

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

Auteurs: Mieleszczenko-Kowszewicz W., Kanclerz K., Bielaniewicz J., Oleksy M., Gruza M., Woźniak S., Dzięcioł E., Kazienko P., Kocoń J.
Publié dans: ECAI/NLPerspectives 2023, Numéro Vol. 3494, 2023, ISSN 1613-0073
Éditeur: CEUR

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

Auteurs: Bielaniewicz J., Kazienko P.
Publié dans: SENTIRE/ICDM 2023, 2023
Éditeur: will be IEEE

Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows

Auteurs: Miłkowski P., Karanowski K., Wielopolski P., Kocoń J., Kazienko P., Zięba M.
Publié dans: SENTIRE/ICDM 2024, 2023
Éditeur: will be IEEE

Similarity-Based Memory Enhanced Joint Entity and Relation Extraction

Auteurs: Witold Kościukiewicz; Mateusz Wójcik; Tomasz Kajdanowicz; Adam Gonczarek
Publié dans: Lecture Notes in Computer Science ISBN: 9783031360206, Numéro 14074, 2023
DOI: 10.48550/ARXIV.2307.11762

Peer reviewed articles (12)

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

Auteurs: Piotr J. Górski; Curtis Atkisson; Janusz A. Hołyst
Publié dans: Network Science, Numéro Volume 11 Numéro 4, 2023
Éditeur: 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

Auteurs: Soveatin Kuntur, Maciej Krzywda, Anna Wrblewska, Marcin Paprzycki, Maria Ganzha
Publié dans: Electronics, Numéro 13, 2024, ISSN 2079-9292
Éditeur: MDPI AG
DOI: 10.3390/electronics13234784

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

Auteurs: Jack H. Culbert, Anne Hobert, Najko Jahn, Nick Haupka, Marion Schmidt, Paul Donner, Philipp Mayr
Publié dans: Scientometrics, Numéro 130, 2025, ISSN 0138-9130
Éditeur: Springer Science and Business Media LLC
DOI: 10.1007/S11192-025-05293-3

Multidimensional attributes expose Heider balance dynamics to measurements

Auteurs: Joanna Linczuk; Piotr J. Górski; Boleslaw K. Szymanski; Janusz A. Hołyst
Publié dans: Scientific Reports, Numéro 13, 2023, ISSN 2045-2322
Éditeur: Nature
DOI: 10.1038/s41598-023-42390-w

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

Auteurs: Kazienko P., Bielaniewicz J., Gruza M., Kanclerz K., Karanowski K., Miłkowski P., Kocoń J.
Publié dans: Information Fusion, Numéro Vol. 94, 2023
Éditeur: Elsevier
DOI: 10.1016/j.inffus.2023.01.010

ChatGPT: Jack of all trades, master of none

Auteurs: 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
Publié dans: Information Fusion, Numéro Vol. 99, 2023
Éditeur: Elsevier
DOI: 10.2139/ssrn.4372889

Improving Training Dataset Balance with ChatGPT Prompt Engineering

Auteurs: Mateusz Kochanek, Igor Cichecki, Oliwier Kaszyca, Dominika Szydo, Micha Madej, Dawid Jdrzejewski, Przemysaw Kazienko, Jan Koco
Publié dans: Electronics, Numéro 13, 2025, ISSN 2079-9292
Éditeur: MDPI AG
DOI: 10.3390/electronics13122255

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

Auteurs: Mateusz Stolarski, Adam Pirg, Piotr Brdka
Publié dans: Entropy, Numéro 26, 2024, ISSN 1099-4300
Éditeur: MDPI AG
DOI: 10.3390/e26110955

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

Auteurs: Orzechowski, Kamil P.; Sienkiewicz, Julian; Fronczak, Agata; Fronczak, Piotr
Publié dans: Scientific Reports, 2025
Éditeur: 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

Auteurs: Anh Ngo, Jan Koco
Publié dans: Information Fusion, Numéro 118, 2025, ISSN 1566-2535
Éditeur: 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

Auteurs: Micha B. Paradowski, Nicole Whitby, Micha Czuba, Piotr Brdka
Publié dans: Language Learning, Numéro 74, 2025, ISSN 0023-8333
Éditeur: Wiley
DOI: 10.1111/lang.12681

A deeper look at Graph Embedding RetroFitting

Auteurs: Bielak, P., Binkowski, J., Sawczyn, A., Viarenich, K., Puchalska, D., Kajdanowicz, T.
Publié dans: Journal of Computational Science, 2023
Éditeur: Elsevier
DOI: 10.1016/j.jocs.2023.101979

Book chapters (4)

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

Auteurs: Ingo Frommholz, Philipp Mayr, Guillaume Cabanac, Suzan Verberne
Publié dans: Lecture Notes in Computer Science, Advances in Information Retrieval, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-56069-9_61

Representation Learning inMultiplex Graphs: Where andHow toFuse Information?

Auteurs: Piotr Bielak, Tomasz Kajdanowicz
Publié dans: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63778-0_1

A Perspective ontheUbiquity ofInteraction Streams inHuman Realm

Auteurs: Damian Serwata, Mateusz Nurek, Radosaw Michalski
Publié dans: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63775-9_26

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

Auteurs: Ingo Frommholz, Philipp Mayr, Guillaume Cabanac, Suzan Verberne
Publié dans: Lecture Notes in Computer Science, Advances in Information Retrieval, 2024
Éditeur: 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

Auteurs: Mateusz Wójcik; Witold Kościukiewicz; Mateusz Baran; Tomasz Kajdanowicz; Adam Gonczarek
Publié dans: Computer Science Cornell Univesity, 2023
Éditeur: 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

Auteurs: Bielaniewicz, Julita; Kazienko, Przemysław
Publié dans: 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

Auteurs: Hillel Sanhedrai; Shlomo Havlin; Hila Dvir
Publié dans: 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

Auteurs: 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
Publié dans: Royal Society Open Science, 2025
DOI: 10.1098/RSOS.241778

The Role ofConformity inOpinion Dynamics Modelling withMultiple Social Circles

Auteurs: Stanisaw Stpie; Jarosaw Jankowski; Piotr Brdka; Radosaw Michalski
Publié dans: 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

Auteurs: Woźniak, Stanisław; Kocoń, Jan
Publié dans: 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

Auteurs: Rypeść, Grzegorz; Cygert, Sebastian; Khan, Valeriya; Trzciński, Tomasz; Zieliński, Bartosz; Twardowski, Bartłomiej
Publié dans: 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

Auteurs: Yueran Duan, Mateusz Nurek, Qing Guan, Radosaw Michalski, Petter Holme
Publié dans: 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

Auteurs: Czuba, Michał; Bródka, Piotr
Publié dans: Social Network Analysis and Mining, 2025
DOI: 10.48550/ARXIV.2405.18059

Disruptive papers in science are losing impact

Auteurs: Zeng, An; Fan, Ying; Di, Zengru; Wang, Yougui; Havlin, Shlomo
Publié dans: 2023
DOI: 10.48550/arxiv.2305.03589

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

Auteurs: Yueran Duan; Mateusz Nurek; Qing Guan; Radosław Michalski; Petter Holme
Publié dans: 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

Auteurs: Kocoń, Jan
Publié dans: 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

Auteurs: 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,
Publié dans: 2025
DOI: 10.6084/M9.FIGSHARE.29106746.V1

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

Auteurs: Krishnadas Mohandas; Krzysztof Suchecki; Janusz A. Hołyst
Publié dans: Physical Review E, 2025
DOI: 10.48550/ARXIV.2407.06793