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Open Distributed Digital Content Verification for Hyper-connected Sociality

Rezultaty

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.

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.

Publikacje

Implementation of the BERT-derived architectures to tackle disinformation challenges

Autorzy: Sebastian Kula; Rafał Kozik; Michał Choraś
Opublikowane w: Neural Computing & Applications, 2021, ISSN 0941-0643
Wydawca: 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

Autorzy: Lazar, Iuliana Mihaela, Paun; Ana Catalina
Opublikowane w: Cognition, Brain, Behavior, 2020, ISSN 2247-9228
Wydawca: ASCR Publishing House
DOI: 10.24193/cbb.2020.24.15

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

Autorzy: Choraś, M.; Demestichas, K.; Giełczyk, A.; Herrero, Á.; Ksieniewicz, P.; Remoundou, K.; Urda, D.; Woźniak, M.
Opublikowane w: Applied Soft Computing, 2021, ISSN 1568-4946
Wydawca: Elsevier BV
DOI: 10.1016/j.asoc.2020.107050

Food for Thought: Fighting Fake News and Online Disinformation

Autorzy: Demestichas, K.; Remoundou, K.; Adamopoulou, E.
Opublikowane w: IT Professional, 2020, ISSN 1520-9202
Wydawca: IEEE Computer Society
DOI: 10.1109/mitp.2020.2978043

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

Autorzy: Szczepanski M., Pawlicki M., Kozik R., Choras M.
Opublikowane w: Scientific Reports, 2021, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-021-03100-6

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

Autorzy: Michał Choraś; Marek Pawlicki; Rafał Kozik; Konstantinos Demestichas; Pavlos Kosmides; Manik Gupta
Opublikowane w: ARES, Numer 2, 2019
Wydawca: Association for Computing Machinery
DOI: 10.1145/3339252.3341497

Distributed Architecture for Fake News Detection

Autorzy: Kozik R., Choraś M., Kula S., Pawlicki M
Opublikowane w: 2020
Wydawca: Springer, Cham
DOI: 10.1007/978-3-030-57805-3_20

Fake News Detection from Data Streams

Autorzy: Ksieniewicz P., Zyblewski P., Choras M., Kozik R., Gielczyk A., Wozniak M.
Opublikowane w: 2020
Wydawca: ΙΕΕΕ
DOI: 10.1109/ijcnn48605.2020.9207498

Machine Learning Methods for Fake News Classification

Autorzy: Ksieniewicz P., Choras M., Kozik R., Wozniak M.
Opublikowane w: IDEAL 2019. Lecture Notes in Computer Science, vol 11872, 332-339, Springer, 2019, 2019
Wydawca: Springer

Methods for Fake News Classification

Autorzy: Gielczyk A., Warzyniak R., Choras M.
Opublikowane w: CISIM 2019, Computer Information Systems and Industrial Management, 2019
Wydawca: Springer

Pattern Recognition Solutions for Fake News Detection

Autorzy: Choraś, Michał & Giełczyk, Agata & Demestichas, Konstantinos & Puchalski, Damian & Kozik, Rafał.
Opublikowane w: 2018
Wydawca: Springer
DOI: 10.1007/978-3-319-99954-8_12

Application of the BERT-based Architecture in Fake News Detection

Autorzy: Kula S., Choraś M., Kozik R.
Opublikowane w: 2020
Wydawca: Springer, Cham
DOI: 10.1007/978-3-030-57805-3_23

Evaluation of the Existing Tools for Fake News Detection

Autorzy: Gielczyk A., Warzyniak R., Choras M.
Opublikowane w: 2019
Wydawca: Springer, Cham
DOI: 10.1007/978-3-030-28957-7_13

Sentiment Analysis for Fake News Detection by Means of Neural Networks

Autorzy: Kula S., Choraś M., Kozik R., Ksieniewicz P., Woźniak M.
Opublikowane w: 2020
Wydawca: Springer, Cham
DOI: 10.1007/978-3-030-50423-6_49

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