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CORDIS - EU research results
CORDIS

Open Distributed Digital Content Verification for Hyper-connected Sociality

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

SocialTruth Content Analysis and Verification Services - Release 1 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

D31 Social Mining Descriptors QWANT M10 Report on the initial design of SocialTruths social mining system

SocialTruth Content Analysis and Verification Services - Release 2 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

D43 SocialTruth Digital Companion QWANT M17 Report on the design and implementation of the Digital Companion

SocialTruth Deep Learning Multimedia Verification (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

Observatory Establishment Support (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

D41 SocialTruth Blockchain THALES M17 Report on the design and implementation of the blockchain architecture

Overall Evaluation Plan (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

Pattern Recognition Solutions for Fake News Detection (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

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