Privacy- preserving association rule mining in distributed database environment: a review
The research in this paper analyzes the origin of the data generated and treated as Big Data and discusses the hypothesis about the conflict generated by the management of personal data privacy. It is based on a model to identify the set of management practices and resources, resulting from the inte...
- Autores:
-
Jimenez, Roberto
Ortiz-Ospino, Luis
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2021
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/10888
- Acceso en línea:
- https://hdl.handle.net/11323/10888
https://repositorio.cuc.edu.co
- Palabra clave:
- Big data
Data models
Data privacy
Database and large data management
Security
Standards
- Rights
- closedAccess
- License
- Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
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Privacy- preserving association rule mining in distributed database environment: a review |
| title |
Privacy- preserving association rule mining in distributed database environment: a review |
| spellingShingle |
Privacy- preserving association rule mining in distributed database environment: a review Big data Data models Data privacy Database and large data management Security Standards |
| title_short |
Privacy- preserving association rule mining in distributed database environment: a review |
| title_full |
Privacy- preserving association rule mining in distributed database environment: a review |
| title_fullStr |
Privacy- preserving association rule mining in distributed database environment: a review |
| title_full_unstemmed |
Privacy- preserving association rule mining in distributed database environment: a review |
| title_sort |
Privacy- preserving association rule mining in distributed database environment: a review |
| dc.creator.fl_str_mv |
Jimenez, Roberto Ortiz-Ospino, Luis |
| dc.contributor.author.none.fl_str_mv |
Jimenez, Roberto Ortiz-Ospino, Luis |
| dc.subject.proposal.eng.fl_str_mv |
Big data Data models Data privacy Database and large data management Security Standards |
| topic |
Big data Data models Data privacy Database and large data management Security Standards |
| description |
The research in this paper analyzes the origin of the data generated and treated as Big Data and discusses the hypothesis about the conflict generated by the management of personal data privacy. It is based on a model to identify the set of management practices and resources, resulting from the integration of guidelines, norms, standards and contractual commitments that are more relevant to keeping personal data safe and generating trust in the environment. The field study shows the importance and urgency of this issue, given that it is necessary to innovate in business management, the provision of public services and the design and implementation of regional development policies. Through its conclusions, it is verified that an intelligent management is needed to rectify the course in terms of discovering and detecting patterns, relations and formulating models from these gigantic databases. This work presents a generic model for the management of privacy in the cloud of huge volumes of data. The impact of privacy is analyzed, risks are identified, and solutions provided by standards are explored to develop controls that can be integrated into a model to establish the steps so that any type of public or private organization can verify the organizational impact of its products, processes or service in the fulfillment of its strategic objectives. |
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2021 |
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2021 |
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2024-03-19T15:44:48Z |
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2024-03-19T15:44:48Z |
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Jimenez, R., & Ortiz-Ospino, L. (2021). Privacy-Preserving Association Rule Mining in Distributed Database Environment: A Review. Lecture Notes in Networks and Systems, 180, 147–158. https://doi.org/10.1007/978-981-33-4788-5_12 |
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2367-3370 |
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https://hdl.handle.net/11323/10888 |
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10.1007/978-981-33-4788-5_12 |
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Corporación Universidad de la Costa |
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REDICUC - Repositorio CUC |
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Jimenez, R., & Ortiz-Ospino, L. (2021). Privacy-Preserving Association Rule Mining in Distributed Database Environment: A Review. Lecture Notes in Networks and Systems, 180, 147–158. https://doi.org/10.1007/978-981-33-4788-5_12 2367-3370 10.1007/978-981-33-4788-5_12 Corporación Universidad de la Costa REDICUC - Repositorio CUC |
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https://hdl.handle.net/11323/10888 https://repositorio.cuc.edu.co |
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A nearest neighbours-based algorithm for big time series data forecasting Proceedings of the International Conference on Hybrid Artificial Intelligence Systems, 2016, pp. 174-185. Apráez, B.E. The products liability in the Ley 1480 of 2011. An approach based on a duty of care arising from the Constitution and the Statutes (2015) Revista de Derecho Privado, (28), pp. 367-399. Cited 3 times. http://revistas.uexternado.edu.co/index.php/derpri/article/view/4134/4478 doi: 10.18601/01234366.n28.11 Bayern, S.J. Rational ignorance, rational closed- Mindedness, and modern economic formalism in contract law (Open Access) (2009) California Law Review, 97 (3), pp. 943-973. Cited 18 times. Benantar, M. Access control systems: Security, identity management and trust models (Open Access) (2006) Access Control Systems: Security, Identity Management and Trust Models, pp. 1-261. Cited 125 times. http://www.springerlink.com/openurl.asp?genre=book&isbn=978-0-387-00445-7 ISBN: 0387004459; 978-038700445-7 doi: 10.1007/0-387-27716-1 Bengio, Y., Courville, A., Vincent, P. Representation learning: A review and new perspectives (2013) IEEE Transactions on Pattern Analysis and Machine Intelligence, 35 (8), art. no. 6472238, pp. 1798-1828. Cited 8423 times. doi: 10.1109/TPAMI.2013.50 Big Data: Hacia La protección De Datos Personales Basada En Una Transparencia Y Responsabilidad Aumentadas Borghello, C., Temperini, M.G. (2012) 41 JAIIO. Suplantación De Identidad Digital Como Delito informático En Argentina www.41jaiio.sadio.org.ar/sites/default/files/7_SID_2012.pdf Brasil, I.B.G.E. | Brasil Em Síntese | Rio Grande Do Sul | São Lourenço Do Sul | Panorama. Estadísticas. 2016 Bueres, A. (2014) Código Civil Y Comercial De La Nación Analizado, Comparado Y Concordado. Cited 2 times. Burgos Salazar, C.P.G. (2017) Modelo Para Seguridad De La Información En TIC http://ceur-ws.org/Vol-488/paper13.pdf Chen, Q., Zobel, J., Verspoor, K. Evaluation of a machine learning duplicate detection method for bioinformatics databases (2015) DTMBIO 2015 - Proceedings of the ACM 9th International Workshop on Data and Text Mining in Biomedical Informatics, co-located with CIKM 2015, pp. 4-12. Cited 20 times. ISBN: 978-145033787-8 doi: 10.1145/2811163.2811175 Data collection, primary versus secondary Encyclopedia of Social Measurement. Cited 43 times Daries, J.P., Reich, J., Waldo, J., Young, E.M., Whittinghill, J., Ho, A.D., Seaton, D.T., (...), Chuang, I. Quality social science research and the privacy of human subjects require trust (2014) Communications of the ACM, 57 (9), pp. 56-63. Cited 83 times. http://www.acm.org/pubs/cacm/ doi: 10.1145/2643132 Estévez, G.-T. (2015) Estudio sistemático De Literatura De metodologías Para La obtención De Requisitos De Privacidad http://www.dit.upm.es/posgrado/doc/TFM/TFMs2014-2015/TFM_ Gonzalo_Perez-Tome_Estevez_2015.pdf El Futuro Marco Legal Para La protección Del Acceso a Los Datos. Revista Ibero-Latinoamericana De Seguros Engan, M. (2017) Big Data and GDPR. Tesis De maestría https://brage. bibsys.no/xmlui/handle/11250/2467489 Féliz-Sánchez, A., Calvo-Manzano, J.A. (2015) Comparison of Models and Standards for Implementing IT Service Capacity Management www.redalyc.org/pdf/430/43038629008.pdf Forgó, N., Hänold, S., Schütze, B. The principle of purpose limitation and big data (2017) Perspectives in Law, Business and Innovation, pp. 17-42. Cited 21 times. springer.com/series/15440 doi: 10.1007/978-981-10-5038-1_2 Frankel, R.M., Joos, P.R., Weber, J.P. (2002) An Empirical Investigation of Pre-Earnings Announcement Quit Period. Financial Accounting Ejournal https://papers.ssrn.com/sol3/papers.cfm?abs tract_id=304486 Gaitán-Angulo, M., Cubillos Díaz, J., Viloria, A., Lis-Gutiérrez, J.-P., Rodríguez-Garnica, P.A. Bibliometric analysis of social innovation and complexity (databases scopus and dialnet 2007–2017) (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10943 LNCS, pp. 23-30. Cited 16 times. https://www.springer.com/series/558 ISBN: 978-331993802-8 doi: 10.1007/978-3-319-93803-5_3 Garriga Domínguez, A. (2016) Nuevos Retos Para La protección De Datos Personales. En La Era Del Big Data Y De La computación Ubicua. Cited 20 times. Dykinson Gellert, R. Understanding the notion of risk in the General Data Protection Regulation (2018) Computer Law and Security Review, 34 (2), pp. 279-288. Cited 49 times. doi: 10.1016/j.clsr.2017.12.003 Gestión Integral De Infraestructuras Criticas En Las Organizaciones Locales Alineados a Las Normas IRAM ISSO 27.001 Y 27002 Gil González, E. Big Data-Privacidad y Protección de datos (2016) Madrid, p. 2016. Introduction to Big Data: Infrastructure and Networking Considerations Jacobson, I. (2000) El proceso unificado del desarrollo de software. Pearson Joyanes, L. Big Data: Análisis de grandes volúmenes de datos en organizaciones (2014) Marcombo. Ediciones Técnicas, p. 2014. Barcelona http://www.marcombo.com/Big-data_isbn 9788426720818.html La gestión De La Identidad Digital: Una Nueva Habilidad Informacional Y Digital Márquez Buitrago, F. Aplicación de la ley estatutaria 1581 de 2012 a la red social facebook en Colombia (2016) Revista De Derecho Comunicaciones Y Nuevas Tecnologías, (15), pp. 1-31. Cited 2 times. Moreno, A., Redondo, T. Text analytics: The convergence of Big Data and Artificial Intelligence (2016) Int J Interact Multimed Artif Intell, p. 2016. Cited 89 times. Personal and Non-Personal Data, in the Context of Big Data. Tesis, Tilburg. Cited 5 times ¿Qué Es Un Marco teórico?. Seguridad Tic. Desafíos y oportunidades para emprendimientos de base tecnológica en Argentina. Fundación Dr. (2014) Manuel Sadosky Silva, J., Cubillos, J., Villa, J.V., Romero, L., Solano, D., Fernández, C. Preservation of confidential information privacy and association rule hiding for data mining: A bibliometric review (2019) Procedia Computer Science, 151, pp. 1219-1224. Cited 13 times. http://www.sciencedirect.com/science/journal/18770509 doi: 10.1016/j.procs.2019.04.175 Silva, J., Solano, D., Fernandez, C., Romero, L., Villa, J.V. Privacy preserving, protection of personal data, and big data: A review of the Colombia case (Open Access) (2019) Procedia Computer Science, 151, pp. 1213-1218. Cited 8 times. http://www.sciencedirect.com/science/journal/18770509 doi: 10.1016/j.procs.2019.04.174 Triguero, I., Peralta, D., Bacardit, J., García, S., Herrera, F. MRPR: A MapReduce solution for prototype reduction in big data classification (2015) Neurocomputing, 150 (Part A), pp. 331-345. Cited 202 times. www.elsevier.com/locate/neucom doi: 10.1016/j.neucom.2014.04.078 Viloria, A., Robayo, P.V. Virtual network level of application composed IP networks connected with systems - (NETS Peer-to- Peer) (2016) Indian Journal of Science and Technology, 9 (46), art. no. 107376. Cited 20 times. http://www.indjst.org/index.php/indjst/article/viewFile/107376/76088 doi: 10.17485/ijst/2016/v9i46/107376 Yan, X.F., Zhang, D.X. Big data research (2013) Comput Technol Develop, 23 (4), pp. 168-172. Cited 29 times. Zhang, X., Khanal, U., Zhao, X., Ficklin, S. (2017) Making Sense of Performance in Inmemory Computing Frameworks for Scientific Data Analysis: A Case Study of the Spark System J Parallel Distrib, Comput Zhang, X., Leckie, C., Dou, W., Chen, J., Kotagiri, R., Salcic, Z. Scalable local-recoding anonymization using locality sensitive hashing for big data privacy preservation (2016) International Conference on Information and Knowledge Management, Proceedings, 24-28-October-2016, pp. 1793-1802. Cited 18 times. ISBN: 978-145034073-1 doi: 10.1145/2983323.2983841 (2018) Documento CONPES 3920, Politica Nacional De Explotación De Datos (Big Data).. Cited 4 times. https://colaboracion.dnp.gov.co/CDT/Conpes/Econ%C3%B3micos/3920.pdf |
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Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)Copyright 2023 Elsevier B.V., All rights reserved.https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/closedAccesshttp://purl.org/coar/access_right/c_14cbJimenez, Roberto29dacca34abf91e07eff755d62a94797Ortiz-Ospino, Luis74afb042f31f7839557c611671d00fba2024-03-19T15:44:48Z2024-03-19T15:44:48Z2021Jimenez, R., & Ortiz-Ospino, L. (2021). Privacy-Preserving Association Rule Mining in Distributed Database Environment: A Review. Lecture Notes in Networks and Systems, 180, 147–158. https://doi.org/10.1007/978-981-33-4788-5_122367-3370https://hdl.handle.net/11323/1088810.1007/978-981-33-4788-5_12Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.coThe research in this paper analyzes the origin of the data generated and treated as Big Data and discusses the hypothesis about the conflict generated by the management of personal data privacy. It is based on a model to identify the set of management practices and resources, resulting from the integration of guidelines, norms, standards and contractual commitments that are more relevant to keeping personal data safe and generating trust in the environment. The field study shows the importance and urgency of this issue, given that it is necessary to innovate in business management, the provision of public services and the design and implementation of regional development policies. Through its conclusions, it is verified that an intelligent management is needed to rectify the course in terms of discovering and detecting patterns, relations and formulating models from these gigantic databases. This work presents a generic model for the management of privacy in the cloud of huge volumes of data. The impact of privacy is analyzed, risks are identified, and solutions provided by standards are explored to develop controls that can be integrated into a model to establish the steps so that any type of public or private organization can verify the organizational impact of its products, processes or service in the fulfillment of its strategic objectives.1 páginaapplication/pdfengSpringer International Publishing AGSwitzerlandhttps://www.scopus.com/record/display.uri?eid=2-s2.0-85147043865&doi=10.1007%2f978-981-33-4788-5_12&origin=inward&txGid=922052baff72803b89899ca982520ef6Privacy- preserving association rule mining in distributed database environment: a reviewArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85Lecture Notes in Networks and SystemsA nearest neighbours-based algorithm for big time series data forecasting Proceedings of the International Conference on Hybrid Artificial Intelligence Systems, 2016, pp. 174-185.Apráez, B.E. The products liability in the Ley 1480 of 2011. An approach based on a duty of care arising from the Constitution and the Statutes (2015) Revista de Derecho Privado, (28), pp. 367-399. Cited 3 times. http://revistas.uexternado.edu.co/index.php/derpri/article/view/4134/4478 doi: 10.18601/01234366.n28.11Bayern, S.J. Rational ignorance, rational closed- Mindedness, and modern economic formalism in contract law (Open Access) (2009) California Law Review, 97 (3), pp. 943-973. Cited 18 times.Benantar, M. Access control systems: Security, identity management and trust models (Open Access) (2006) Access Control Systems: Security, Identity Management and Trust Models, pp. 1-261. Cited 125 times. http://www.springerlink.com/openurl.asp?genre=book&isbn=978-0-387-00445-7 ISBN: 0387004459; 978-038700445-7 doi: 10.1007/0-387-27716-1Bengio, Y., Courville, A., Vincent, P. Representation learning: A review and new perspectives (2013) IEEE Transactions on Pattern Analysis and Machine Intelligence, 35 (8), art. no. 6472238, pp. 1798-1828. Cited 8423 times. doi: 10.1109/TPAMI.2013.50Big Data: Hacia La protección De Datos Personales Basada En Una Transparencia Y Responsabilidad AumentadasBorghello, C., Temperini, M.G. (2012) 41 JAIIO. Suplantación De Identidad Digital Como Delito informático En Argentina www.41jaiio.sadio.org.ar/sites/default/files/7_SID_2012.pdfBrasil, I.B.G.E. | Brasil Em Síntese | Rio Grande Do Sul | São Lourenço Do Sul | Panorama. Estadísticas. 2016Bueres, A. (2014) Código Civil Y Comercial De La Nación Analizado, Comparado Y Concordado. Cited 2 times.Burgos Salazar, C.P.G. (2017) Modelo Para Seguridad De La Información En TIC http://ceur-ws.org/Vol-488/paper13.pdfChen, Q., Zobel, J., Verspoor, K. Evaluation of a machine learning duplicate detection method for bioinformatics databases (2015) DTMBIO 2015 - Proceedings of the ACM 9th International Workshop on Data and Text Mining in Biomedical Informatics, co-located with CIKM 2015, pp. 4-12. Cited 20 times. ISBN: 978-145033787-8 doi: 10.1145/2811163.2811175Data collection, primary versus secondary Encyclopedia of Social Measurement. Cited 43 timesDaries, J.P., Reich, J., Waldo, J., Young, E.M., Whittinghill, J., Ho, A.D., Seaton, D.T., (...), Chuang, I. Quality social science research and the privacy of human subjects require trust (2014) Communications of the ACM, 57 (9), pp. 56-63. Cited 83 times. http://www.acm.org/pubs/cacm/ doi: 10.1145/2643132Estévez, G.-T. (2015) Estudio sistemático De Literatura De metodologías Para La obtención De Requisitos De Privacidad http://www.dit.upm.es/posgrado/doc/TFM/TFMs2014-2015/TFM_ Gonzalo_Perez-Tome_Estevez_2015.pdfEl Futuro Marco Legal Para La protección Del Acceso a Los Datos. Revista Ibero-Latinoamericana De SegurosEngan, M. (2017) Big Data and GDPR. Tesis De maestría https://brage. bibsys.no/xmlui/handle/11250/2467489Féliz-Sánchez, A., Calvo-Manzano, J.A. (2015) Comparison of Models and Standards for Implementing IT Service Capacity Management www.redalyc.org/pdf/430/43038629008.pdfForgó, N., Hänold, S., Schütze, B. The principle of purpose limitation and big data (2017) Perspectives in Law, Business and Innovation, pp. 17-42. Cited 21 times. springer.com/series/15440 doi: 10.1007/978-981-10-5038-1_2Frankel, R.M., Joos, P.R., Weber, J.P. (2002) An Empirical Investigation of Pre-Earnings Announcement Quit Period. Financial Accounting Ejournal https://papers.ssrn.com/sol3/papers.cfm?abs tract_id=304486Gaitán-Angulo, M., Cubillos Díaz, J., Viloria, A., Lis-Gutiérrez, J.-P., Rodríguez-Garnica, P.A. Bibliometric analysis of social innovation and complexity (databases scopus and dialnet 2007–2017) (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10943 LNCS, pp. 23-30. Cited 16 times. https://www.springer.com/series/558 ISBN: 978-331993802-8 doi: 10.1007/978-3-319-93803-5_3Garriga Domínguez, A. (2016) Nuevos Retos Para La protección De Datos Personales. En La Era Del Big Data Y De La computación Ubicua. Cited 20 times. DykinsonGellert, R. Understanding the notion of risk in the General Data Protection Regulation (2018) Computer Law and Security Review, 34 (2), pp. 279-288. Cited 49 times. doi: 10.1016/j.clsr.2017.12.003Gestión Integral De Infraestructuras Criticas En Las Organizaciones Locales Alineados a Las Normas IRAM ISSO 27.001 Y 27002Gil González, E. Big Data-Privacidad y Protección de datos (2016) Madrid, p. 2016.Introduction to Big Data: Infrastructure and Networking ConsiderationsJacobson, I. (2000) El proceso unificado del desarrollo de software. PearsonJoyanes, L. Big Data: Análisis de grandes volúmenes de datos en organizaciones (2014) Marcombo. Ediciones Técnicas, p. 2014. Barcelona http://www.marcombo.com/Big-data_isbn 9788426720818.htmlLa gestión De La Identidad Digital: Una Nueva Habilidad Informacional Y DigitalMárquez Buitrago, F. Aplicación de la ley estatutaria 1581 de 2012 a la red social facebook en Colombia (2016) Revista De Derecho Comunicaciones Y Nuevas Tecnologías, (15), pp. 1-31. Cited 2 times.Moreno, A., Redondo, T. Text analytics: The convergence of Big Data and Artificial Intelligence (2016) Int J Interact Multimed Artif Intell, p. 2016. Cited 89 times.Personal and Non-Personal Data, in the Context of Big Data. Tesis, Tilburg. Cited 5 times¿Qué Es Un Marco teórico?.Seguridad Tic. 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