{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T09:33:21Z","timestamp":1743068001394,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030986353"},{"type":"electronic","value":"9783030986360"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2022,3,11]],"date-time":"2022-03-11T00:00:00Z","timestamp":1646956800000},"content-version":"vor","delay-in-days":69,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>This chapter presents the Trusted Integrated Knowledge Dataspace (TIKD)\u2014a trusted data sharing approach, based on Linked Data technologies, that supports compliance with the General Data Privacy Regulation (GDPR) for personal data handling as part of data security infrastructure for sensitive application environments such as healthcare. State-of-the-art shared dataspaces typically do not consider sensitive data and privacy-aware log records as part of their solutions, defining only how to access data. TIKD complements existing dataspace security approaches through trusted data sharing that includes personal data handling, data privileges, pseudonymization of user activity logging, and privacy-aware data interlinking services. TIKD was implemented on the Access Risk Knowledge (ARK) Platform, a socio-technical risk governance system, and deployed as part of the ARK-Virus Project which aims to govern the risk management of personal protection equipment (PPE) across a group of collaborating healthcare institutions. The ARK Platform was evaluated, both before and after implementing the TIKD, using both the ISO 27001 Gap Analysis Tool (GAT), which determines information security standard compliance, and the ISO 27701 standard for privacy information. The results of the security and privacy evaluations indicated that compliance with ISO 27001 increased from 50% to 85% and compliance with ISO 27701 increased from 64% to 90%. This shows that implementing TIKD provides a trusted data security dataspace with significantly improved compliance with ISO 27001 and ISO 27701 standards to share data in a collaborative environment.<\/jats:p>","DOI":"10.1007\/978-3-030-98636-0_13","type":"book-chapter","created":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T08:53:55Z","timestamp":1662627235000},"page":"265-291","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["TIKD: A Trusted Integrated Knowledge Dataspace for Sensitive Data Sharing and Collaboration"],"prefix":"10.1007","author":[{"given":"Julio","family":"Hernandez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lucy","family":"McKenna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rob","family":"Brennan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,3,11]]},"reference":[{"key":"13_CR1","doi-asserted-by":"publisher","unstructured":"Corrigan, S., Kay, A., O\u2019Byrne, K., Slattery, D., Sheehan, S., McDonald, N., Smyth, D., Mealy, K., & Cromie, S. (2018). A socio-technical exploration for reducing & mitigating the risk of retained foreign objects. International Journal of Environmental Research and Public Health, 15(4). https:\/\/doi.org\/10.3390\/ijerph15040714","DOI":"10.3390\/ijerph15040714"},{"key":"13_CR2","doi-asserted-by":"crossref","unstructured":"Curry, E., Derguech, W., Hasan, S., Kouroupetroglou, C., & ul Hassan, U. (2019). A real-time linked dataspace for the Internet of Things: Enabling \u201cpay-as-you-go\u201d data management in smart environments. Future Generation Computer Systems, 90, 405\u2013422. https:\/\/doi.org\/10.1016\/j.future.2018.07.019","DOI":"10.1016\/j.future.2018.07.019"},{"key":"13_CR3","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1016\/j.jbi.2017.01.012","volume":"66","author":"F K Dankar","year":"2017","unstructured":"Dankar, F. K., & Badji, R. (2017). A risk-based framework for biomedical data sharing. Journal of Biomedical Informatics, 66, 231\u2013240. https:\/\/doi.org\/10.1016\/j.jbi.2017.01.012","journal-title":"Journal of Biomedical Informatics"},{"issue":"8","key":"13_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10916-018-0993-7","volume":"42","author":"K Fan","year":"2018","unstructured":"Fan, K., Wang, S., Ren, Y., Li, H., & Yang, Y. (2018). Medblock: Efficient and secure medical data sharing via blockchain. Journal of Medical Systems, 42(8), 1\u201311. https:\/\/doi.org\/10.1007\/s10916-018-0993-7","journal-title":"Journal of Medical Systems"},{"issue":"4","key":"13_CR5","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1145\/1107499.1107502","volume":"34","author":"M Franklin","year":"2005","unstructured":"Franklin, M., Halevy, A., & Maier, D. (2005). From databases to dataspaces: A new abstraction for information management. SIGMOD Record, 34(4), 27\u201333. https:\/\/doi.org\/10.1145\/1107499.1107502","journal-title":"SIGMOD Record"},{"issue":"2","key":"13_CR6","doi-asserted-by":"publisher","first-page":"1516","DOI":"10.14778\/1454159.1454217","volume":"1","author":"M Franklin","year":"2008","unstructured":"Franklin, M., Halevy, A., & Maier, D. (2008). A first tutorial on dataspaces. Proceedings of the VLDB Endowment, 1(2), 1516\u20131517. https:\/\/doi.org\/10.14778\/1454159.1454217","journal-title":"Proceedings of the VLDB Endowment"},{"key":"13_CR7","doi-asserted-by":"crossref","unstructured":"Hernandez, J., McKenna, L., & Brennan, R. (2021). Tikd: A trusted integrated knowledge dataspace for sensitive healthcare data sharing. In 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) (pp. 1855\u20131860). IEEE.","DOI":"10.1109\/COMPSAC51774.2021.00280"},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1145\/1376616.1376701","volume-title":"Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data, SIGMOD \u201908","author":"S R Jeffery","year":"2008","unstructured":"Jeffery, S. R., Franklin, M. J., & Halevy, A. Y. (2008). Pay-as-you-go user feedback for dataspace systems. In Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data, SIGMOD \u201908 (pp. 847\u2013860). New York, NY: Association for Computing Machinery. https:\/\/doi.org\/10.1145\/1376616.1376701"},{"key":"13_CR9","unstructured":"Junior, A. C., Basereh, M., Abgaz, Y.M., Liang, J., Duda, N., McDonald, N., & Brennan, R. (2020). The ARK platform: Enabling risk management through semantic web technologies. In: J. Hastings & F. Loebe (Eds.) Proceedings of the 11th International Conference on Biomedical Ontologies (ICBO), Italy, September 17, 2020, CEUR Workshop Proceedings (Vol. 2807, pp. 1\u201310). CEUR-WS.org (2020). http:\/\/ceur-ws.org\/Vol-2807\/paperM.pdf"},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"118943","DOI":"10.1109\/ACCESS.2019.2937685","volume":"7","author":"X Liu","year":"2019","unstructured":"Liu, X., Wang, Z., Jin, C., Li, F., & Li, G. (2019). A blockchain-based medical data sharing and protection scheme. IEEE Access, 7, 118943\u2013118953. https:\/\/doi.org\/10.1109\/ACCESS.2019.2937685","journal-title":"IEEE Access"},{"issue":"2","key":"13_CR11","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/s10111-014-0296-9","volume":"17","author":"N McDonald","year":"2015","unstructured":"McDonald, N. (2015). The evaluation of change. Cognition, Technology and Work, 17(2), 193\u2013206. https:\/\/doi.org\/10.1007\/s10111-014-0296-9","journal-title":"Cognition, Technology and Work"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"McKenna, L., Liang, J., Duda, N., McDonald, N., & Brennan, R. (2021). Ark-virus: An ark platform extension for mindful risk governance of personal protective equipment use in healthcare. In Companion Proceedings of the Web Conference 2021 (WWW \u201921 Companion), April 19\u201323, 2021, Ljubljana, Slovenia. New York, NY: ACM (2021). https:\/\/doi.org\/10.1145\/3442442.3458609","DOI":"10.1145\/3442442.3458609"},{"key":"13_CR13","doi-asserted-by":"publisher","first-page":"590","DOI":"10.1016\/j.procs.2019.11.042","volume":"160","author":"A Munoz-Arcentales","year":"2019","unstructured":"Munoz-Arcentales, A., L\u00f3pez-Pernas, S., Pozo, A., Alonso, \u00c1., Salvach\u00faa, J., & Huecas, G. (2019). An architecture for providing data usage and access control in data sharing ecosystems. Procedia Computer Science, 160, 590\u2013597 (2019). https:\/\/doi.org\/10.1016\/j.procs.2019.11.042","journal-title":"Procedia Computer Science"},{"key":"13_CR14","volume-title":"Bitcoin: A peer-to-peer electronic cash system","author":"S Nakamoto","year":"2009","unstructured":"Nakamoto, S. (2009). Bitcoin: A peer-to-peer electronic cash system. http:\/\/www.bitcoin.org\/bitcoin.pdf"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Otto, B., Hompel, M. T., & Wrobel, S. (2019). International data spaces (pp. 109\u2013128). Springer, Berlin (2019). https:\/\/doi.org\/10.1007\/978-3-662-58134-6_8","DOI":"10.1007\/978-3-662-58134-6_8"},{"key":"13_CR16","doi-asserted-by":"crossref","unstructured":"Pandit, H. J., Polleres, A., Bos, B., Brennan, R., Bruegger, B. P., Ekaputra, F. J., Fern\u00e1ndez, J. D., Hamed, R. G., Kiesling, E., Lizar, M., Schlehahn, E., Steyskal, S., & Wenning, R. (2019). Creating a vocabulary for data privacy\u2014the first-year report of data privacy vocabularies and controls community group (DPVCG). In On the Move to Meaningful Internet Systems, 2019, Rhodes, Greece, October 21\u201325, 2019, Proceedings, Lecture Notes in Computer Science (Vol. 11877, pp. 714\u2013730). Springer (2019). https:\/\/doi.org\/10.1007\/978-3-030-33246-4_44","DOI":"10.1007\/978-3-030-33246-4_44"},{"key":"13_CR17","doi-asserted-by":"publisher","unstructured":"Sun, W., Huang, Z., Wang, Z., Yuan, Z., & Dai, W. (2019). A method and application for constructing a authentic data space. In 2019 IEEE International Conference on Internet of Things and Intelligence System, IoTaIS 2019, Bali, Indonesia, November 5\u20137, 2019 (pp. 218\u2013224). IEEE. https:\/\/doi.org\/10.1109\/IoTaIS47347.2019.8980430","DOI":"10.1109\/IoTaIS47347.2019.8980430"},{"key":"13_CR18","doi-asserted-by":"publisher","unstructured":"Sun, Y., Yin, L., Sun, Z., Tian, Z., & Du, X. (2020). An IoT data sharing privacy preserving scheme. In 39th IEEE Conference on Computer Communications, INFOCOM Workshops 2020, Toronto, ON, Canada, July 6\u20139, 2020 (pp. 984\u2013990). IEEE. https:\/\/doi.org\/10.1109\/INFOCOMWKSHPS50562.2020.9162939","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162939"},{"key":"13_CR19","doi-asserted-by":"publisher","first-page":"454","DOI":"10.1007\/978-3-642-25126-9_57","volume-title":"On the Move to Meaningful Internet Systems: OTM 2011 Workshops","author":"S Villata","year":"2011","unstructured":"Villata, S., Delaforge, N., Gandon, F., & Gyrard, A. (2011). An access control model for linked data. In: R. Meersman, T. Dillon, & P. Herrero (Eds.), On the Move to Meaningful Internet Systems: OTM 2011 Workshops (pp. 454\u2013463). Berlin: Springer."},{"key":"13_CR20","unstructured":"Xu, Z., Sheng, Y.-P., He, L. R., & Wang, Y. F. (2016). Review on knowledge graph techniques. Journal of University of Electronic Science and Technology of China, 45(dzkjdxxb-45-4-589), 589. https:\/\/doi.org\/10.3969\/j.issn.1001-0548.2016.04.012"},{"key":"13_CR21","doi-asserted-by":"publisher","first-page":"45468","DOI":"10.1109\/ACCESS.2020.2976894","volume":"8","author":"X Yang","year":"2020","unstructured":"Yang, X., Li, T., Pei, X., Wen, L., & Wang, C. (2020). Medical data sharing scheme based on attribute cryptosystem and blockchain technology. IEEE Access, 8, 45468\u201345476. https:\/\/doi.org\/10.1109\/ACCESS.2020.2976894","journal-title":"IEEE Access"},{"key":"13_CR22","unstructured":"Zillner, S., Bisset, D., Milano, M., Curry, E., Garc\u00eda Robles, A., Hahn, T., Irgens, M., Lafrenz, R., Liepert, B., O\u2019Sullivan, B., & Smeulders, A.E. (2020). Strategic research, innovation and deployment agenda\u2014AI, data and robotics partnership. Third release. BDVA, euRobotics, ELLIS, EurAI and CLAIRE (Vol. 3)"},{"key":"13_CR23","volume-title":"European big data value strategic research & innovation agenda","author":"S Zillner","year":"2017","unstructured":"Zillner, S., Curry, E., Metzger, A., Auer, S., & Seidl, R. E. (2017). European big data value strategic research & innovation agenda."},{"key":"13_CR24","volume":"1487","author":"X Zou","year":"2020","unstructured":"Zou, X. (2020). A survey on application of knowledge graph. Journal of Physics: Conference Series, 1487, 012016. https:\/\/doi.org\/10.1088\/1742-6596\/1487\/1\/012016","journal-title":"Journal of Physics: Conference Series"}],"container-title":["Data Spaces"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-98636-0_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T09:16:38Z","timestamp":1662628598000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-98636-0_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783030986353","9783030986360"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-98636-0_13","relation":{},"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"11 March 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}