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PrivOnto: A semantic framework for the analysis of privacy policies

Alessandro Oltramari, Dhivya Piraviperumal, Florian Schaub, Shomir Wilson, Sushain Cherivirala, Thomas B. Norton, N. Cameron Russell, Peter Story, Joel Reidenberg, Norman Sadeh, Mathieu d'Aquin, Sabrina Kirrane (+4 others)
2018 Semantic Web Journal  
In this article, we introduce PrivOnto, a semantic framework to represent annotated privacy policies.  ...  Finally, we outline future research and open challenges in using semantic technologies for privacy policy analysis.  ...  The authors would like to acknowledge the entire Usable Privacy Policy Project team for its dedicated work; and especially thank Pedro Giovanni Leon, Mads Schaarup Andersen, and Aswarth Dara for their  ... 
doi:10.3233/sw-170283 fatcat:s2xxw6i6g5ax7ittoltji63lji

Privacy, security and policies: A review of problems and solutions with semantic web technologies

Sabrina Kirrane, Serena Villata, Mathieu d'Aquin, Mathieu d'Aquin, Sabrina Kirrane, Serena Villata
2018 Semantic Web Journal  
We start with the works published in the Special Issue of the Semantic Web Journal on Security, Privacy and Policies (for which this article acts as editorial), namely: -PrivOnto: a Semantic Framework  ...  for the Analysis of Privacy Policies [5] , which presents an ontology for annotating privacy policies for the purpose of supporting users in understanding and interpreting them.  ... 
doi:10.3233/sw-180289 fatcat:xrv6ts4xz5awva7fseg4urh5dm

Modelling Provenance for GDPR Compliance using Linked Open Data Vocabularies

Harshvardhan J. Pandit, Dave Lewis
2018 Zenodo  
In this paper,we present GDPRov, a linked data ontology for expressing provenance of consent and data lifecycles with a view towards documenting compliance.GDPRov is an OWL ontology that extends PROV-O  ...  Failure to comply may result in significant heavy fines which incentivises creation and maintenance of records for all activities involving consent and data.  ...  and the Semantic Web -Policy and Technology (PrivOn 2017), co-located with ISWC 2017 proceedings: http://ceur-ws.org/Vol-1951/PrivOn2017_paper_6.pdf  ... 
doi:10.5281/zenodo.3246475 fatcat:mhftwti4arhxncsar47lqdt474

Detecting and Editing Privacy Policy Pitfalls on the Web

Cristiana Santos, Aldo Gangemi, Mehwish Alam
2017 International Conference on Legal Knowledge and Information Systems  
The proposed methods are based on extracting knowledge from natural language texts of a small sample size, and on semantic representations of the policy expression.  ...  To abridge users with policies, we propose a policybased system that identifies potential pitfalls in the privacy policies of companies on the Web.  ...  PrivOnto [13] , built upon the Usable Privacy Policy project, consists in a semantic technology framework that models, in a machine-readable format, US-based privacy policies, in order to answer to privacy  ... 
dblp:conf/jurix/SantosGA17 fatcat:b47vf2pwmraqnfj4ayravxq5um

Semantic-enabled architecture for auditable privacy-preserving data analysis

Fajar J. Ekaputra, Andreas Ekelhart, Rudolf Mayer, Tomasz Miksa, Tanja Šarčević, Sotirios Tsepelakis, Laura Waltersdorfer, Michel Dumontier, Sabrina Kirrane, Oshani Seneviratne
2022 Semantic Web Journal  
To address these gaps, as the main contribution of this paper, we propose the WellFort approach, a semantic-enabled architecture for auditable, privacy-preserving data analysis which provides secure storage  ...  for users' sensitive data with explicit consent, and delivers a trusted, auditable analysis environment for executing data analytic processes in a privacy-preserving manner.  ...  SBA Research (SBA-K1) is a COMET Centre within the COMET -Competence Centers for Excellent Technologies Programme and funded by BMK, BMDW, and the federal state of Vienna.  ... 
doi:10.3233/sw-212883 fatcat:w7ga3gktffesvk5vgrtlgrgepa

Composite Service-Oriented Minimum Privacy Disclosure Method

Changbo Ke, Zhiqiu Huang, Linyun Liu
2018 DEStech Transactions on Computer Science and Engineering  
To assure user privacy information not being disclosed, using the user minimum privacy data set when providing application, is a research focus of privacy enhancement technology in the process of service  ...  Second, through privacy sensitive analysis and service availability analysis, we obtain the minimum privacy disclosure data set to protect user privacy information.  ...  [20] introduce PrivOnto, a semantic framework to represent annotated privacy policies, represent issues identified as critical to users and/or legal experts. Wei She et al.  ... 
doi:10.12783/dtcse/csae2017/17518 fatcat:foc5ub7f7fetpoautmifmswc64

A Pragmatic Approach to Semantic Annotation for Search of Legal Texts – An Experiment on GDPR [chapter]

Adeline Nazarenko, François Lévy, Adam Wyner
2021 Frontiers in Artificial Intelligence and Applications  
This new approach is illustrated on a proof-of-concept experiment that consisted in semantically annotating a significant part of the French version of the GDPR.  ...  This experimentation demonstrates the potential of the proposed approach and provides a basis for further development.  ...  Oltramari A, Piraviperumal D, Schaub F, Wilson S, Cherivirala S, Norton TB, et al. PrivOnto: A seman- tic framework for the analysis of privacy policies. Semantic Web. 2018;9:185–203.  ... 
doi:10.3233/faia210313 fatcat:azao2s6mbrfirb223nnkxtbqsq

Integrating citizen experiences in cultural heritage archives: requirements, state of the art, and challenges

Enrico Daga, Luigi Asprino, Rossana Damiano, Belen Diaz Agudo, Aldo Gangemi, Tsvi Kuflik, Antonio Lieto, Anna Maria Marras, Delfina Martinez Pandiani, Paul Mulholland, Silvio Peroni, Sofia Pescarin (+1 others)
2021 Zenodo  
Citizen curation is proposed in the context of the European project SPICE - Social Participation, Cohesion, and Inclusion through Cultural Engagement - as a methodology for producing, collecting, interpreting  ...  , authoritativeness, interdependence, privacy, and rights management.  ...  ACKNOWLEDGMENTS This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement n°870811).  ... 
doi:10.5281/zenodo.4927657 fatcat:2ssu2qxpkzhyvkypwosxvqgcla

Integrating citizen experiences in cultural heritage archives: requirements, state of the art, and challenges

Enrico Daga, Luigi Asprino, Rossana Damiano, Belen Diaz Agudo, Aldo Gangemi, Tsvi Kuflik, Antonio Lieto, Anna Maria Marras, Delfina Martinez Pandiani, Paul Mulholland, Silvio Peroni, Sofia Pescarin (+1 others)
2021 Zenodo  
Citizen curation is proposed in the context of the European project SPICE - Social Participation, Cohesion, and Inclusion through Cultural Engagement - as a methodology for producing, collecting, interpreting  ...  , authoritativeness, interdependence, privacy, and rights management.  ...  ACKNOWLEDGMENTS This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement n°870811).  ... 
doi:10.5281/zenodo.4927656 fatcat:kitb4p6wbjhfphabeanxi74mra

Integrating citizen experiences in cultural heritage archives: requirements, state of the art, and challenges

Enrico Daga, Luigi Asprino, Rossana Damiano, Belen Diaz Agudo, Aldo Gangemi, Tsvi Kuflik, Antonio Lieto, Anna Maria Marras, Delfina Martinez Pandiani, Paul Mulholland, Silvio Peroni, Sofia Pescarin (+1 others)
2021 Zenodo  
Citizen curation is proposed in the context of the European project SPICE - Social Participation, Cohesion, and Inclusion through Cultural Engagement - as a methodology for producing, collecting, interpreting  ...  , authoritativeness, interdependence, privacy, and rights management.  ...  The publication reflects the author's views. The Research Executive Agency (REA) is not liable for any use that may be made of the information contained therein.  ... 
doi:10.5281/zenodo.5155956 fatcat:x77qtifprnas7neu6cdwyo22ki

A Core Ontology for Privacy Requirements Engineering [article]

Mohamad Gharib, John Mylopoulos
2018 arXiv   pre-print
To deal with them properly, such privacy concerns should be considered since the early phases of system design.  ...  Accordingly, privacy has emerged as a key concern for these companies since they need to comply with privacy laws and regulations.  ...  [69] propose PrivOnto, a semantic framework for the analyzing privacy policies, they also developed an interactive online tool that allows users to explore 23,000 annotated data practice instantiated  ... 
arXiv:1811.12621v1 fatcat:7vegpu3dkrdnfp56m4dnlkywyi

Artificial intelligence in space [article]

George Anthony Gal, Cristiana Santos, Lucien Rapp, Réeka Markovich, Leendert van der Torre
2020 arXiv   pre-print
In the next coming years, space activities are expected to undergo a radical transformation with the emergence of new satellite systems or new services which will incorporate the contributions of artificial  ...  For this reason, a legal methodology must be developed that makes it possible to link intelligent systems and services to a system of rules applicable thereto.  ...  decisions are not 48 made by the AI system. 59 This EC policy presents a flexible framework that can be utilized to determine whether a launching State has met its standard of care in relation to a  ... 
arXiv:2006.12362v1 fatcat:ag6oe3njfvba5d2tacaiqlpz6i

Surfacing Privacy Settings Using Semantic Matching

Rishabh Khandelwal, Asmit Nayak, Yao Yao, Kassem Fawaz
2020 Proceedings of the Second Workshop on Privacy in NLP   unpublished
In order to achieve this goal, we create a custom Semantic Similarity dataset, which consists of real user queries covering various privacy settings.  ...  We then use this dataset to fine-tune a state of the art encoder.  ...  Acknowledgement We would like to thank the anonymous reviewers for their useful comments.  ... 
doi:10.18653/v1/2020.privatenlp-1.4 fatcat:byfbotsugffxhhqlqvkhv4slrq

The linked legal data landscape: linking legal data across different countries

Erwin Filtz, Sabrina Kirrane, Axel Polleres
2021 Artificial Intelligence and Law  
Notably, these ECLI and ELI metadata standards adhere to the RDF data format which forms the basis of Linked Data, and therefore have the potential to form a basis for a pan-European legal Knowledge Graph  ...  for vocabularies to be used to describe metadata pertaining to legal documents in a machine readable format.  ...  Acknowledgements We thank the anonymous reviewers for their valuable suggestions and inputs. This  ... 
doi:10.1007/s10506-021-09282-8 fatcat:kwfz46rnv5afbce2maeovva7sm

Legal Design for the General Data Protection Regulation. A Methodology for the Visualization and Communication of Legal Concepts

Arianna Rossi
2019
of the PrivOnto ontology [217] , which formally represents the data practices described in the privacy policies.  ...  Policies analysis) [145] is a framework that automatically annotates a privacy policies at a very fine-grained scale according to the schema of labels defined in [297] and explained earlier (see also  ...  Recurrent purpose in privacy policies !  ... 
doi:10.6092/unibo/amsdottorato/9060 fatcat:7qpgyinnzvh4hp4r6zwanm3yqa
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