Project Results
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
Equality monitoring protocol (proposal) addressed at everyone in contact with algorithmic hiring systems
Project handbook (opens in new window)Project handbook describing the operational structure, internal comm. channels and procedures
Innovation management reporting (final report) (opens in new window)Innovation management reporting (final report) describing the foreground IP produced by partners and its ownership
Software development guide (proposal) (opens in new window)Software development guide (proposal) addressed mainly at product managers and developers
Impact assessment and algorithmic audit results (opens in new window)Impact assessment and algorithmic audit results resulting from the demonstration of the impact assessment, monitoring, and auditing framework by ETICAS
Toolkit for addressing discrimination (v2) (opens in new window)Toolkit for addressing discrimination (v2) will be delivered three months after second iteration. Data donation results will be included.
Training programme (opens in new window)Training programme describing the detailed syllabus of the course and masterclass and the initial setup of the learning environment
Research-informed technical implementation guidelines (final version) (opens in new window)Research-informed technical implementation guidelines (final version) documenting observed biases and comparing methods to address them
Software development guide(working draft) (opens in new window)Software development guide (working draft) addressed mainly at product managers and developers
Quality review plans (opens in new window)Quality review plans describing responsibilities, timeframe, and co-reviewers for all deliverables
Impact assessment and auditing framework (proposal) (opens in new window)Impact assessment and auditing framework (proposal) addressed at product managers and algorithmic auditors
Impact assessment and auditing framework (working draft) (opens in new window)Impact assessment and auditing framework (working draft) addressed at product managers and algorithmic auditors
Equality monitoring protocol (draft) (opens in new window)Equality monitoring protocol (draft) addressed at everyone in contact with algorithmic hiring systems
Equality monitoring protocol (recommendation) (opens in new window)Equality monitoring protocol (recommendation) addressed at everyone in contact with algorithmic hiring systems
Software development guide (recommendation) (opens in new window)Software development guide (recommendation) addressed mainly at product managers and developers
Training materials (v1) (opens in new window)Training materials (v1) including theory materials (slides, videos, worksheets), case study materials, data analysis assignments and solutions (netbooks and workflows)
Impact assessment and auditing framework (recommendation) (opens in new window)Impact assessment and auditing framework (recommendation) addressed at product managers and algorithmic auditors
Dissemination plan and annual report (final report) (opens in new window)Dissemination plan and annual report (final report) overviewing networking actions and dissemination activities towards industry and academia, including indicators.
Training materials (v2) (opens in new window)Training materials (v2) including theory materials (slides, videos, worksheets), case study materials, data analysis assignments and solutions (netbooks and workflows)
Communications plan and annual report (final report) (opens in new window)Communications plan and annual report (final report) overviewing results, indicators, and plans regarding our communication activities
Toolkit for addressing discrimination (v1) (opens in new window)Toolkit for addressing discrimination (v1) will be delivered three months after first iteration. Expert reports will be included.
Equality monitoring protocol (working draft) (opens in new window)Equality monitoring protocol (working draft) addressed at everyone in contact with algorithmic hiring systems
Exploitation and standardization plan (final version) (opens in new window)Exploitation and standardization plans (final version).
Toolkit for addressing discrimination (v3) (opens in new window)Toolkit for addressing discrimination (v3) will be delivered three months after third iteration.
Research-informed technical implementation guidelines (preliminary version) (opens in new window)Research-informed technical implementation guidelines (preliminary version) documenting observed biases and comparing methods to address them
Semi-synthetic datasets (opens in new window)Semi-synthetic datasets including a corpus of application materials and a set of time series of interactions
Toolkit for addressing discrimination (final version) (opens in new window)Toolkit for addressing discrimination (final version) will be delivered three months after last iteration.
Impact assessment and auditing framework (draft) (opens in new window)Impact assessment and auditing framework (draft) addressed at product managers and algorithmic auditors
Software development guide (draft) (opens in new window)Software development guide (draft) addressed mainly at product managers and developers
Exploitation and standardization plan (initial version) (opens in new window)Exploitation and standardization plan (initial version).
Data management plan (v1) for the data generated and/or processed during the project
Data management plan (v2) (opens in new window)Data management plan (v2) for the data generated and/or processed during the project
Data management plan (v3) (opens in new window)Data management plan (v3) for the data generated and/or processed during the project
Communications plan and annual report (final plan and second year report) overviewing results, indicators, and plans regarding our communication activities
Branding and communication channels (opens in new window)Branding and communication channels including all visual identity elements
Dissemination plan and annual report (final plan and second year report) (opens in new window)Dissemination plan and annual report (final plan and second year report) overviewing networking actions and dissemination activities towards industry and academia, including indicators and plans for the next year
Communications plan and annual report (initial plan) (opens in new window)Communications plan and annual report (initial plan) overviewing results, indicators, and plans regarding our communication activities
Dissemination plan and annual report (updated plan and first year report) (opens in new window)Dissemination plan and annual report (updated plan and first year report) overviewing networking actions and dissemination activities towards industry and academia, including indicators and plans for the next year
Policy impact report (preliminary) (opens in new window)Policy impact report (preliminary) describing policy impact actions and results
Communications plan and annual report (updated plan and first year report) (opens in new window)Communications plan and annual report (updated plan and first year report) overviewing results, indicators, and plans regarding our communication activities
Dissemination plan and annual report (initial plan) (opens in new window)Dissemination plan and annual report (initial plan) overviewing networking actions and dissemination activities towards industry and academia, including indicators and plans for the next year
Policy impact report (final) (opens in new window)Policy impact report (final) describing policy impact actions and results
Demonstrator of fairness-aware rankings and interventions (integration blueprint) (opens in new window)
Demonstrator of fairness-aware rankings and interventions (integration blueprint) in two industrial environments
Demonstrator of multi-stakeholder actionable interpretability (preliminary demo) (opens in new window)Demonstrator of fairness-aware rankings and interventions (final demo) (opens in new window)
Demonstrator of fairness-aware rankings and interventions (final demo) in two industrial environments
Demonstrator of multi-stakeholder actionable interpretability (integration blueprint) (opens in new window)Demonstrator of multi-stakeholder actionable interpretability (integration blueprint) in an industrial environment (RAND)
Demonstrator of discrimination risk monitoring (preliminary demo) (opens in new window)Demonstrator of discrimination risk monitoring (preliminary demo) in an industrial environment (ADE and RAND)
Demonstrator of discrimination risk monitoring (final demo) (opens in new window)Demonstrator of discrimination risk monitoring (final demo) in an industrial environment (ADE and RAND)
Demonstrator of fairness-aware rankings and interventions (preliminary demo) (opens in new window)Demonstrator of fairness-aware rankings and interventions (preliminary demo) in two industrial environments
Demonstrator of discrimination risk monitoring (integration blueprint) (opens in new window)Demonstrator of discrimination risk monitoring (integration blueprint) in an industrial environment (ADE and RAND)
Software modules for anti-discriminatory algorithmic hiring (1st version) released as open-source software in Python
Course delivery (first course cohort) (opens in new window)Course delivery (first course cohort) including lessons learned during the course design and delivery
Software modules for anti-discriminatory algorithmic hiring (2nd version) (opens in new window)Software modules for anti-discriminatory algorithmic hiring (2nd version) released as open-source software in Python
Visual fairness and interpretability extensions (opens in new window)Visual fairness and interpretability extensions developed as modules in KNIME and shared as open/free software
Course delivery (second course cohort and masterclass) (opens in new window)Course delivery (second course cohort and masterclass) including lessons learned during the course design and delivery
Publications
Author(s):
Rus, C., Yates, A., & de Rijke, M
Publisher:
European Conference on Information Retrieval
Author(s):
Rus, C., de Rijke, M., & Yates, A.
Publisher:
Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part IV
Author(s):
Balagopalan, A., Jacobs, A. Z., & Biega, A. J
Publisher:
46th International ACM SIGIR Conference on Research and Development in Information Retrieval
DOI:
10.1145/3539618.3591933
Author(s):
Pugnana, Andrea; Ruggieri, Salvatore
Published in:
Proceedings of the AAAI Conference on Artificial Intelligence, 2023, ISSN 2374-3468
Publisher:
AAAI Press, Washington, DC, USA
DOI:
10.1609/AAAI.V37I8.26133
Author(s):
randstad
Publisher:
randstad
Author(s):
Alvarez, Jose M.; Mastropietro, Antonio; Ruggieri, Salvatore
Published in:
2024, ISSN 2331-8422
Publisher:
arXiv
DOI:
10.48550/ARXIV.2307.15398
Author(s):
Fabris, Alessandro; Baranowska, Nina; Dennis, Matthew J.; Hacker, Philipp; Saldivar, Jorge; Borgesius, Frederik Zuiderveen; Biega, Asia J.
Published in:
2023, ISSN 2331-8422
Publisher:
arXiv
DOI:
10.48550/ARXIV.2309.13933
Author(s):
Philippe de Wilde, Payal Arora, Fernando Buarque, Yik Chan Chin, Mamello Thinyane, Serge Stinckwich, Eleonore Fournier-Tombs, Tshilidzi Marwala
Published in:
2024
Publisher:
UNU Centre, UNU-CPR, UNU Macau
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