Overcoming Multilevel INformation Overload

Información del proyecto

OMINO

Identificador del acuerdo de subvención: 101086321

DOI

10.3030/101086321

Fecha de la firma de la CE 20 Octubre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Diciembre 2026

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 1 297 200,00

Coordinado por

POLITECHNIKA WARSZAWSKA
Poland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (14)

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

Autores: Kanclerz K., Bielaniewicz J., Gruza M., Kocoń J., Woźniak S., Kazienko P.
Publicado en: SENTIRE/ICDM 2023, 2023
Editor: will be IEEE

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

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

PALS: Personalized Active Learning for Subjective Tasks in NLP

Autores: Kanclerz K., Karanowski K., Bielaniewicz J., Gruza M., Miłkowski P., Kocoń J., Kazienko P.
Publicado en: EMNLP 2023, 2023
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2023.emnlp-main.823

Graph-level representations using ensemble-based readout functions

Autores: Binkowski, Jakub; Sawczyn, Albert; Janiak, Denis; Bielak, Piotr; Kajdanowicz, Tomasz
Publicado en: ICCS 2023, Edición LNCS 14074, 2023
Editor: Springer
DOI: 10.48550/arxiv.2303.02023

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

Autores: Jan Kocoń; Joanna Baran; Kamil Kanclerz; Michał Kajstura; Przemysław Kazienko
Publicado en: 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

Autores: Anna Wróblewska; Bartosz Pieliński; Karolina Seweryn; Sylwia Sysko-Romańczuk; Karol Saputa; Aleksandra Wichrowska; Hanna Schreiber
Publicado en: 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

Autores: Albert Sawczyn, Jakub Binkowski, Piotr Bielak, and Tomasz Kajdanowicz
Publicado en: LREC-COLING 2024, 2024
Editor: ACL

RAFEN -- Regularized Alignment Framework for Embeddings of Nodes

Autores: Tagowski, Kamil; Bielak, Piotr; Binkowski, Jakub; Kajdanowicz, Tomasz
Publicado en: ICCS 2023, Edición LNCS 14075, 2023
Editor: Springer
DOI: 10.48550/arxiv.2303.01926

Evaluating the Effectiveness of Research Grants with Journal Bibliometrics

Autores: Oleksy M., Kazienko P., Dzieżyc M.
Publicado en: BIR/ERIC 2023, Edición Vol. 3617, 2024
Editor: CEUR

Deepfake Tweets Automatic Detection

Autores: Adam Frej, Adrian Kamiński, Szymon Szmajdziński, and Piotr Marciniak, Soveatin Kuntur, Wróblewska, Anna
Publicado en: 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
Editor: Politechnika Warszawska

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

Autores: Mieleszczenko-Kowszewicz W., Kanclerz K., Bielaniewicz J., Oleksy M., Gruza M., Woźniak S., Dzięcioł E., Kazienko P., Kocoń J.
Publicado en: ECAI/NLPerspectives 2023, Edición Vol. 3494, 2023, ISSN 1613-0073
Editor: CEUR

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

Autores: Bielaniewicz J., Kazienko P.
Publicado en: SENTIRE/ICDM 2023, 2023
Editor: will be IEEE

Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows

Autores: Miłkowski P., Karanowski K., Wielopolski P., Kocoń J., Kazienko P., Zięba M.
Publicado en: SENTIRE/ICDM 2024, 2023
Editor: will be IEEE

Similarity-Based Memory Enhanced Joint Entity and Relation Extraction

Autores: Witold Kościukiewicz; Mateusz Wójcik; Tomasz Kajdanowicz; Adam Gonczarek
Publicado en: Lecture Notes in Computer Science ISBN: 9783031360206, Edición 14074, 2023
DOI: 10.48550/ARXIV.2307.11762

Peer reviewed articles (12)

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

Autores: Piotr J. Górski; Curtis Atkisson; Janusz A. Hołyst
Publicado en: Network Science, Edición Volume 11 Edición 4, 2023
Editor: 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

Autores: Soveatin Kuntur, Maciej Krzywda, Anna Wrblewska, Marcin Paprzycki, Maria Ganzha
Publicado en: Electronics, Edición 13, 2024, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/electronics13234784

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

Autores: Jack H. Culbert, Anne Hobert, Najko Jahn, Nick Haupka, Marion Schmidt, Paul Donner, Philipp Mayr
Publicado en: Scientometrics, Edición 130, 2025, ISSN 0138-9130
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S11192-025-05293-3

Multidimensional attributes expose Heider balance dynamics to measurements

Autores: Joanna Linczuk; Piotr J. Górski; Boleslaw K. Szymanski; Janusz A. Hołyst
Publicado en: Scientific Reports, Edición 13, 2023, ISSN 2045-2322
Editor: Nature
DOI: 10.1038/s41598-023-42390-w

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

Autores: Kazienko P., Bielaniewicz J., Gruza M., Kanclerz K., Karanowski K., Miłkowski P., Kocoń J.
Publicado en: Information Fusion, Edición Vol. 94, 2023
Editor: Elsevier
DOI: 10.1016/j.inffus.2023.01.010

ChatGPT: Jack of all trades, master of none

Autores: 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
Publicado en: Information Fusion, Edición Vol. 99, 2023
Editor: Elsevier
DOI: 10.2139/ssrn.4372889

Improving Training Dataset Balance with ChatGPT Prompt Engineering

Autores: Mateusz Kochanek, Igor Cichecki, Oliwier Kaszyca, Dominika Szydo, Micha Madej, Dawid Jdrzejewski, Przemysaw Kazienko, Jan Koco
Publicado en: Electronics, Edición 13, 2025, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/electronics13122255

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

Autores: Mateusz Stolarski, Adam Pirg, Piotr Brdka
Publicado en: Entropy, Edición 26, 2024, ISSN 1099-4300
Editor: MDPI AG
DOI: 10.3390/e26110955

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

Autores: Orzechowski, Kamil P.; Sienkiewicz, Julian; Fronczak, Agata; Fronczak, Piotr
Publicado en: Scientific Reports, 2025
Editor: 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

Autores: Anh Ngo, Jan Koco
Publicado en: Information Fusion, Edición 118, 2025, ISSN 1566-2535
Editor: 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

Autores: Micha B. Paradowski, Nicole Whitby, Micha Czuba, Piotr Brdka
Publicado en: Language Learning, Edición 74, 2025, ISSN 0023-8333
Editor: Wiley
DOI: 10.1111/lang.12681

A deeper look at Graph Embedding RetroFitting

Autores: Bielak, P., Binkowski, J., Sawczyn, A., Viarenich, K., Puchalska, D., Kajdanowicz, T.
Publicado en: Journal of Computational Science, 2023
Editor: Elsevier
DOI: 10.1016/j.jocs.2023.101979

Book chapters (4)

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

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

Representation Learning inMultiplex Graphs: Where andHow toFuse Information?

Autores: Piotr Bielak, Tomasz Kajdanowicz
Publicado en: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63778-0_1

A Perspective ontheUbiquity ofInteraction Streams inHuman Realm

Autores: Damian Serwata, Mateusz Nurek, Radosaw Michalski
Publicado en: Lecture Notes in Computer Science, Computational Science – ICCS 2024, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63775-9_26

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

Autores: Ingo Frommholz, Philipp Mayr, Guillaume Cabanac, Suzan Verberne
Publicado en: Lecture Notes in Computer Science, Advances in Information Retrieval, 2024
Editor: 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

Autores: Mateusz Wójcik; Witold Kościukiewicz; Mateusz Baran; Tomasz Kajdanowicz; Adam Gonczarek
Publicado en: Computer Science Cornell Univesity, 2023
Editor: 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

Autores: Bielaniewicz, Julita; Kazienko, Przemysław
Publicado en: 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

Autores: Hillel Sanhedrai; Shlomo Havlin; Hila Dvir
Publicado en: 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

Autores: 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
Publicado en: Royal Society Open Science, 2025
DOI: 10.1098/RSOS.241778

The Role ofConformity inOpinion Dynamics Modelling withMultiple Social Circles

Autores: Stanisaw Stpie; Jarosaw Jankowski; Piotr Brdka; Radosaw Michalski
Publicado en: 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

Autores: Woźniak, Stanisław; Kocoń, Jan
Publicado en: 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

Autores: Rypeść, Grzegorz; Cygert, Sebastian; Khan, Valeriya; Trzciński, Tomasz; Zieliński, Bartosz; Twardowski, Bartłomiej
Publicado en: 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

Autores: Yueran Duan, Mateusz Nurek, Qing Guan, Radosaw Michalski, Petter Holme
Publicado en: 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

Autores: Czuba, Michał; Bródka, Piotr
Publicado en: Social Network Analysis and Mining, 2025
DOI: 10.48550/ARXIV.2405.18059

Disruptive papers in science are losing impact

Autores: Zeng, An; Fan, Ying; Di, Zengru; Wang, Yougui; Havlin, Shlomo
Publicado en: 2023
DOI: 10.48550/arxiv.2305.03589

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

Autores: Yueran Duan; Mateusz Nurek; Qing Guan; Radosław Michalski; Petter Holme
Publicado en: 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

Autores: Kocoń, Jan
Publicado en: 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

Autores: 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,
Publicado en: 2025
DOI: 10.6084/M9.FIGSHARE.29106746.V1

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

Autores: Krishnadas Mohandas; Krzysztof Suchecki; Janusz A. Hołyst
Publicado en: Physical Review E, 2025
DOI: 10.48550/ARXIV.2407.06793