Deliverables Documents, reports (26) SocialTruth Content Analysis and Verification Services - Release 1 D34 SocialTruth Content Analysis and Verification Services Release 1 ESF M16 Report on the implementation of the content analysis and verification services of SocialTruth preliminary release SocialTruth Open Verification Ecosystem - Release 1 D45 SocialTruth Open Verification Ecosystem Release 1 THALES M23 Report on the design and implementation of the open ecosystem building blocks including the standard SocialTruth APIs preliminary release Completed Hands-on Trials and Recommendations R2.0 D58 Completed Handson Trials and Recommendations R20 INFOC M27 Report on the trials performed for the SocialTruth Prototype Releases R20 including presentation of key results and provision of recommendations for future improvements towards the subsequent releases Social Mining Descriptors D31 Social Mining Descriptors QWANT M10 Report on the initial design of SocialTruths social mining system SocialTruth Content Analysis and Verification Services - Release 2 D35 SocialTruth Content Analysis and Verification Services Release 2 ESF M22 Report on the implementation of the content analysis and verification services of SocialTruth final release Final Verification Report and Public Documentation D56 Final Verification Report and Public Documentation UTP M30 Functional verification report for the SocialTruth Prototype R30 and description of public APIs for use by third parties Technical Foundations for the Observatory on Information Veracity D44 Technical Foundations for the Observatory on Information Veracity QWANT M23 Report on the technical contributions of SocialTruth to the establishment of the requested EU observatory on information veracity Refined Distributed System Architecture D23 Refined Distributed System Architecture UTP M15 Report on the detailed technical specifications for the revised distributed SocialTruth Architecture based on feedback collected SocialTruth Digital Companion D43 SocialTruth Digital Companion QWANT M17 Report on the design and implementation of the Digital Companion 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. Dissemination, Standardization and Long-Term Sustainability Activities Report D66 Dissemination Standardization and LongTerm Sustainability Activities Report UTP M36 Report on the results of all scientific and industrial dissemination and communication activities performed publications made proceedings of the SocialTruth workshops use and contribution to standards qualitative and quantitative description of the SocialTruth Forum and of forummanagement activities performed as well as description of future actions to sustain the Forum SocialTruth LifeLong Learning Expert System D42 SocialTruth Lifelong Learning Expert System ESF M17 Report on the design and implementation of the SocialTruth expert system for ranking and classification together with relevant intelligent learningbased functionalities SocialTruth Open Verification Ecosystem - Release 2 D46 SocialTruth Open Verification Ecosystem Release 2 THALES M28 Report on the design and implementation of the open ecosystem building blocks including the standard SocialTruth APIs final release Intermediate Communication Results - SocialTruth Forum Report D65 Intermediate Communication Results SocialTruth Forum Report INFOC M18 Intermediate report on the results of all scientific and industrial dissemination and communication activities performed as well as formation operations and management of the SocialTruth Forum Final Lessons Learned and Overall Impact Analysis D59 Final Lessons Learned and Overall Impact Analysis ADNK M34 Report on the trials further performed for the final Prototype Release R30 including presentation of key results as well as analysis of associated impact Requirements and Use Cases D21 Requirements and Use Cases ICCS M3 Report on the use cases and requirements and humanrelated aspects that should be covered by the SocialTruth solution Interim Verification Report and Public Documentation D55 Interim Verification Report and Public Documentation UTP M24 Functional verification report for the SocialTruth Prototype R20 and description of public APIs for use by third parties 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. Observatory Establishment Support D67 Observatory Establishment Support INFOC M36 Report on the performed communitybuilding and communication support actions for the establishment of the information veracity observatory requested by the EU Communication and Dissemination Plan v3.0 D63 Communication and Dissemination Plan 30 INFOC M25 Comprehensive plan for the dissemination and communication actions of the project updated each year Communication and Dissemination Plan v2.0 D62 Communication and Dissemination Plan 20 ADNKADNCom M13 Comprehensive plan for the dissemination and communication actions of the project updated each year Completed Hands-on Trials and Recommendations R1.0 D57 Completed Handson Trials and Recommendations R10 INFOC M21 Report on the trials performed for the SocialTruth Prototype Releases R10 including presentation of key results and provision of recommendations for future improvements towards the subsequent releases SocialTruth Blockchain D41 SocialTruth Blockchain THALES M17 Report on the design and implementation of the blockchain architecture 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. Websites, patent fillings, videos etc. (1) 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 Peer reviewed articles (5) 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 Conference proceedings (8) 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, Issue 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 Book chapters (2) 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 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
