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Open Distributed Digital Content Verification for Hyper-connected Sociality

Deliverables

SocialTruth Deep Learning Multimedia Verification

D3.3 SocialTruth Deep Learning Multimedia Verification (LSBU) (M10): Report on the initial design of SocialTruth’s deep learning multimedia verification system.

Communication and Dissemination Plan v1.0

D6.1 Communication and Dissemination Plan v1.0 (ADNK) (M2): Comprehensive plan for the dissemination and communication actions of the project (updated each year).

SocialTruth Semantic Analyzer

D3.2 SocialTruth Semantic Analyzer (ESF) (M10): Report on the initial design of SocialTruth’s semantic analyzer system.

Overall Evaluation Plan

D5.1 Overall Evaluation Plan (LSBU) (M14): Report containing the overall operational planning and specific test scenarios of all trials, together with the main evaluation criteria, and instructions (guide) for use.

Distributed System Architecture, Data Modelling and Interfaces

D2.2 Distributed System Architecture, Data Modelling and Interfaces (UTP) (M6): Report on the detailed, functional and non-functional, specifications for the distributed SocialTruth Architecture and the associated interfaces.

Project Website, Leaflet and Factsheet

D6.4 Project Website, Leaflet and Factsheet (ADNK) (M3): Design of the project factsheet and leaflet to be distributed in major events and exhibitions, and development of the project web site to host all project related information, news and documents.

Publications

Implementation of the BERT-derived architectures to tackle disinformation challenges

Author(s): Sebastian Kula; Rafał Kozik; Michał Choraś
Published in: Neural Computing & Applications, 2021, ISSN 0941-0643
Publisher: Springer Verlag
DOI: 10.1007/s00521-021-06276-0

A predictive model for estimating citizens' beliefs regarding the risk perception of dissemination and dispersal of fake content

Author(s): Lazar, Iuliana Mihaela, Paun; Ana Catalina
Published in: Cognition, Brain, Behavior, 2020, ISSN 2247-9228
Publisher: ASCR Publishing House
DOI: 10.24193/cbb.2020.24.15

Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study

Author(s): Choraś, M.; Demestichas, K.; Giełczyk, A.; Herrero, Á.; Ksieniewicz, P.; Remoundou, K.; Urda, D.; Woźniak, M.
Published in: Applied Soft Computing, 2021, ISSN 1568-4946
Publisher: Elsevier BV
DOI: 10.1016/j.asoc.2020.107050

Food for Thought: Fighting Fake News and Online Disinformation

Author(s): Demestichas, K.; Remoundou, K.; Adamopoulou, E.
Published in: IT Professional, 2020, ISSN 1520-9202
Publisher: IEEE Computer Society
DOI: 10.1109/mitp.2020.2978043

New explainability method for BERT-based model in fake news detection

Author(s): Szczepanski M., Pawlicki M., Kozik R., Choras M.
Published in: Scientific Reports, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-03100-6

SocialTruth Project Approach to Online Disinformation (Fake News) Detection and Mitigation

Author(s): Michał Choraś; Marek Pawlicki; Rafał Kozik; Konstantinos Demestichas; Pavlos Kosmides; Manik Gupta
Published in: ARES, 2, 2019
Publisher: Association for Computing Machinery
DOI: 10.1145/3339252.3341497

Distributed Architecture for Fake News Detection

Author(s): Kozik R., Choraś M., Kula S., Pawlicki M
Published in: 2020
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-57805-3_20

Fake News Detection from Data Streams

Author(s): Ksieniewicz P., Zyblewski P., Choras M., Kozik R., Gielczyk A., Wozniak M.
Published in: 2020
Publisher: ΙΕΕΕ
DOI: 10.1109/ijcnn48605.2020.9207498

Machine Learning Methods for Fake News Classification

Author(s): Ksieniewicz P., Choras M., Kozik R., Wozniak M.
Published in: IDEAL 2019. Lecture Notes in Computer Science, vol 11872, 332-339, Springer, 2019, 2019
Publisher: Springer

Methods for Fake News Classification

Author(s): Gielczyk A., Warzyniak R., Choras M.
Published in: CISIM 2019, Computer Information Systems and Industrial Management, 2019
Publisher: Springer

SocialTruth Project Approach to Online Disinformation

Author(s): Choras M. Pawlicki M., Kozik R., Demestichas K.P, Kosmides P., Gupta M.
Published in: Proc. of Criminal Use of Information Hiding (CUING), 2019
Publisher: CUING

Pattern Recognition Solutions for Fake News Detection

Author(s): Choraś, Michał & Giełczyk, Agata & Demestichas, Konstantinos & Puchalski, Damian & Kozik, Rafał.
Published in: 2018
Publisher: Springer
DOI: 10.1007/978-3-319-99954-8_12

Application of the BERT-based Architecture in Fake News Detection

Author(s): Kula S., Choraś M., Kozik R.
Published in: 2020
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-57805-3_23

Evaluation of the Existing Tools for Fake News Detection

Author(s): Gielczyk A., Warzyniak R., Choras M.
Published in: 2019
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-28957-7_13

Sentiment Analysis for Fake News Detection by Means of Neural Networks

Author(s): Kula S., Choraś M., Kozik R., Ksieniewicz P., Woźniak M.
Published in: 2020
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-50423-6_49