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Citation and attribution are the highest forms of gratitude. Every source this site cites, 191 in all, in APA 7: in the glossary and on our pages, with a link back to each place that cites it.
Abiteboul, S., André, B., & Kaplan, D. (2015). Managing your digital life. Communications of the ACM, 58(5), 32–35. https://doi.org/10.1145/2670528
Cited in: What is a personal data store? · Personal Information Management System
Ahrens, S. (2022). How to take smart notes: One simple technique to boost writing, learning and thinking (2nd ed.). Sönke Ahrens.
Cited in: The 5Cs of Knowledge Management™
Alessi, M., Camillò, A., Giangreco, E., Matera, M., Pino, S., & Storelli, D. (2019). A decentralized personal data store based on Ethereum: Towards GDPR compliance. Journal of Communications Software and Systems, 15. https://doi.org/10.24138/jcomss.v15i2.696
Cited in: Personal Data Store
Allen, C. (2016, April 26). The path to self-sovereign identity. Life With Alacrity. https://www.lifewithalacrity.com/article/the-path-to-self-soverereign-identity/
Cited in: The Personal Data Ecosystem
Allen, C., Brock, A., Buterin, I., Callas, J., Dorje, D., Lundkvist, C., Kravchenko, P., Nelson, J., Reed, D., Sabadello, M., Slepak, G., Thorp, N., & T Wood, H. (2016). Decentralized public key infrastructure. GitHub. https://github.com/WebOfTrustInfo/rwot1- sf/blob/master/draft-documents/Decentralized-Public-Key-Infrastructure-CURRENT.md
Cited in: Decentralized Public Key Infrastructure
Anciaux, N., Bonnet, P., Bouganim, L., Nguyen, B., Pucheral, P., Sandu Popa, I., & Scerri, G. (2019). Personal data management systems: The security and functionality standpoint. Information Systems, 80, 13–35. https://doi.org/10.1016/j.is.2018.09.002
Cited in: Personal Cloud
Aperjis, C., Huberman, B. (2012, April 26). A market for unbiased private data: Paying individuals according to their privacy attitudes. Available at SSRN: https://ssrn.com/abstract=2046861
Cited in: Unbiased Private Data
Atsign. (2021). The atPlatform white paper [White paper]. https://atsign.com/resources/white- papers/the-platform-white-paper/
Cited in: @Sign
Atsign. (2024). Digital public infrastructure powered by networking 2.0. https://atsign.com/resources/articles/digital-public-infrastructure-powered-by- networking-2-0
Cited in: Digital Public Infrastructure
Attoresi, M., & Moraes, T. (2021, January 6). TechDispatch #3/2020 – Personal information management systems. European Union, European Data Protection Supervisor. https://www.edps.europa.eu/data-protection/our- work/publications/techdispatch/techdispatch-32020-personal-information
Cited in: Personal Information Management System
Auer, S., Bizer, C., Kobilarov, G., Lehmann, J., Cyganiak, R., Ives, Z. (2007). DBpedia: A nucleus for a web of open data. In: Aberer, K., et al. The Semantic Web. ISWC ASWC 2007 2007. Lecture Notes in Computer Science, vol 4825. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76298-0_52
Cited in: Open Data
Balkin, J. (2016). Information fiduciaries and the first amendment. UC Davis Law Review, 49(4), 1185–1221. https://lawreview.law.ucdavis.edu/archives/49/4
Cited in: Information Fiduciaries
Becker, M. J. (2024). Predicting personal information management systems use [Doctoral dissertation, Golden Gate University]. SSRN. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4879650
Cited in: Personal Data Lockbox
Bernemann, J., & Kneuper, R. (2023). Personal information management systems nach TTDSG. [Personal information management systems according to the German Telecommunications Telemedia Privacy Act]. HMD Praxis der Wirtschaftsinformatik, 60, 308–321. https://doi.org/10.1365/s40702-023-00946-4
Cited in: Recognized consent management services
Berners-Lee, T. (2009, June 18). Linked data. Worldwide Web Consortium. https://www.w3.org/DesignIssues/LinkedData.html
Cited in: Linked Data
Berners-Lee, T., Connolly, D., Stein, L. A., & Swick, R. (2000, August 15). The semantic web. World Wide Web Consortium. https://www.w3.org/2000/Talks/0906-xmlweb- tbl/text.htm
Cited in: Semantic Web
Borgne, M. L. (2018, May 28). In a phygital world. Awabot. https://awabot.com/en/in-a- phygital-world
Cited in: Phygital
Brand, S. (Ed.). (1984). Keep designing. The Whole Earth Review, 44–55. https://www.tech- insider.org/personal-computers/research/acrobat/8505-a.pdf
Cited in: Information almost wants to be free, but it also wants to be expensive
Buchner, D. (2019, July 23). Rhythm and melody: How hubs and agents rock together. Decentralized Identity Foundation. https://medium.com/decentralized-identity/rhythm- and-melody-how-hubs-and-agents-rock-together-ac2dd6bf8cf4
Cited in: Decentralized Web Node
Buchner, D. (Ed.). (2024). Decentralized web node companion guide. Decentralized Identity Foundation. https://identity.foundation/decentralized-web-node/guide/v0.0.1
Cited in: Decentralized Web Node
Burton, C. (2013, June 5). Life management platforms evolution [Keynote address]. European Identity & Cloud Conference 2013. Munich, Germany. KuppingerCole. https://www.kuppingercole.com/watch/eic13_keynote_burton
Cited in: Life management platform
Bush, V. (1945). As we may think. The Atlantic Monthly, 176(1), 101-108. http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/303881/
Cited in: MEMEX Machine
Buttarelli, G. (2016a, September). EDPS opinion on personal information management systems [Opinion paper]. European Union, European Data Protection Supervisor. https://www.edps.europa.eu/sites/default/files/publication/16-10- 20_pims_opinion_en.pdf
Cited in: Personal Information Management System
Buttarelli, G. (2016b, October 20). Executive summary of the opinion of the European Data Protection Supervisor on personal information management systems. Official Journal of the European Union. https://www.edps.europa.eu/sites/default/files/publication/17-01- 11_pims_ex_summ_en_0.pdf
Cited in: Personal Information Management System
Cameron, K. (2005, May 11). The laws of identity. Identity Blog. http://www.identityblog.com/stories/2005/05/13/TheLawsOfIdentity.pdf
Cited in: The Laws of Identity
Cameron, K. (2007, February 17). HelloWorld information cards. Kim Cameron’s Identity Weblog. https://www.identityblog.com/?p=684
Cited in: Information Cards
Cameron, K., & Jones, M. B. (2017, May). Design rationale behind the identity metasystem architecture. Microsoft. https://www.microsoft.com/en-us/research/wp- content/uploads/2017/05/Identity_Metasystem_Design_Rationale.pdf
Cited in: Identity Metasystem
Cavoukian, A. (2008, December 18). Privacy in the clouds. Identity in the Information Society 1, 89–108. http://doi.org/10.1007/s12394-008-0005-z
Cited in: Privacy by Design
Cavoukian, A. (2009, August). Privacy by design, The 7 foundational principles. Office of the Privacy Commissioner of Canada. https://privacy.ucsc.edu/resources/privacy-by-design-- -foundational-principles.pdf
Cited in: Privacy by Design
Centre for Data Ethics and Innovation. (2021, July 22). Unlocking the value of data: Exploring the role of data intermediaries. GOV.UK. https://www.gov.uk/government/publications/unlocking-the-value-of-data-exploring-the- role-of-data-intermediaries Centre for Data Ethics and Innovation & Department for Science, Innovation and Technology. (2022, June 22). Polling data on public attitudes towards smart data schemes [Policy paper]. GOV.UK. https://www.gov.uk/government/publications/polling-data-on-public- attitudes-towards-smart-data-schemes
Cited in: Data Custodian · Data Exchange
Crabtree, A., Lodge, T., Colley, J., Greenhalgh, C., Glover, K., Haddadi, H., Amar, Y., Mortier, R., Li, Q., Moore, J., Wang, L., Yadav, P., Zhao, J., Brown, A., Urquhart, L., & McAuley, D. (2018). Building accountability into the Internet of Things: The IoT databox model. Journal of Reliable Intelligent Environments, 4(1), 39–55. https://doi.org/10.1007/s40860-018-0054-5
Cited in: Personal Data Store
Crabtree, A., Lodge, T., Colley, J., Greenhalgh, C., Mortier, R., & Haddadi, H. (2016). Enabling the new economic actor: data protection, the digital economy, and the databox. Personal and Ubiquitous Computing, 20(6), 947–957. https://doi.org/10.1007/s00779-016-0939-3
Cited in: Databox · Personal Data Store
Ctrl-Shift. (2014, October 20). How ‘privacy’ misses the point. https://web.archive.org/web/20220704064747/https://www.ctrl- shift.co.uk/news/general/2014/10/20/why-privacy-doesnt-matter
Cited in: Personal Information Management Service
Cáceres, R., Cox, L., Lim, H., Shakimov, A., & Varshavsky, A. (2009). Virtual individual servers as privacy-preserving proxies for mobile devices. Proceedings of the 1st ACM
Cited in: Virtual Individual Server
Dataswyft. (2021, December 2). Sharing & verifying digital credentials through data passporting. https://www.dataswyft.io/news/verifying-digital-credentials-data- passporting
Cited in: Data Passport
Dataswyft. (2022, March 14). Create personal data accounts for your users in less than 5 minutes [Video]. YouTube. https://www.youtube.com/watch?v=zniJ1PrcTyc
Cited in: Personal Data Account · Personal Data Store
Department for Business, Energy and Industrial Strategy. (2020, September). Terms of reference for the Department for Business, Energy and Industrial Strategy to establish a cross- sector Smart Data working group. GOV.UK. https://www.gov.uk/government/groups/smart-data-working-group.
Cited in: Smart Data
Department for Business, Innovation and Skills, & Davey, E. (2011, November 3). The midata vision of consumer empowerment [Press release]. GOV.UK. https://www.gov.uk/government/news/the-midata-vision-of-consumer-empowerment
Cited in: midata
Department for Digital, Culture, Media & Sport, & Department for Science, Innovation and Technology (2023, July 20). UK digital identity and attributes trust framework–beta version (0.3) [Policy paper]. GOV.UK. https://www.gov.uk/government/publications/uk-digital-identity-and-attributes-trust- framework-beta-version/uk-digital-identity-and-attributes-trust-framework-beta-version
Cited in: Trust Framework
Dittrich, J.-P. (2006). iMeMex: A platform for personal dataspace management [Position paper]. Proceedings of the 2nd NSF [Swiss National Science Foundation] sponsored workshop on PIM, ACM SIGIR 2006. https://bigdata.uni-saarland.de/publications/Dit06.pdf
Cited in: iMeMex
Dong, X., & Halevy, A. (2005). A platform for personal information management and integration. Conference on Innovative Data Systems Research. https://www.semanticscholar.org/paper/A-Platform-for-Personal-Information- Management-and-Dong-Halevy/65a563c2db5b647a6198ef0cebb961e4dcc51ff9
Cited in: Semex System
Dumais, S., Cutrell, E., Cadiz, J., Jancke, G., Sarin, R., & Robbins, D. C. (2003). Stuff I’ve seen: A system for personal information retrieval and re-use. Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 72–79. https://doi.org/10.1145/860435.860451
Cited in: Stuff I've seen
Eclipse Foundation. (2008, April 15). Eclipse Higgins. https://projects.eclipse.org/projects/technology.higgins
Cited in: Personal Data Store
Efraimidis, P. S., Drosatos, G., Nalbadis, F., & Tasidou, A. (2008). Towards privacy in personal data management. 2008 Panhellenic Conference on Informatics, IEEE, 3–7. https://doi.org/10.1109/PCI.2008.11
Cited in: Polis
European Commission. (2020, July 31). Data sharing in the EU – Common European data spaces (new rules). https://ec.europa.eu/info/law/better-regulation/have-your- say/initiatives/12491-Data-sharing-in-the-EU-common-European-data-spaces-new-rules- _en
Cited in: Personal Data Spaces
European Data Protection Supervisor. (2016). Opinion 9/2016 on personal information management systems.
Cited in: What is a personal data store?
European Parliament & Council of the European Union. (2016). Regulation (EU) 2016/679 (General Data Protection Regulation). Official Journal of the European Union, L 119, 1–88. https://eur-lex.europa.eu/eli/reg/2016/679/oj
Cited in: The Personal Data Ecosystem
Fallatah, K. U., Barhamgi, M., & Perera, C. (2023). Personal data stores (PDS): A review. Sensors, 23(3), 1477. https://doi.org/10.3390/s23031477
Cited in: Personal Data Store
Flanagan, A. J. (2022). Advancing digital agency: The power of data intermediaries. World Economic Forum. https://www.weforum.org/reports/advancing-digital-agency-the- power-of-data-intermediaries
Cited in: Digital Fiduciary · Non-Profit Data Intermediaries · Private For-Profit Data Intermediaries · Public Data Intermediaries
Gans, J. (2015, October 25). “Information wants to be free”: The history of that quote. Digitopoly. https://digitopoly.org/2015/10/25/information-wants-to-be-free-the-history- of-that-quote
Cited in: Information almost wants to be free, but it also wants to be expensive
Geambasu, R., Cheung, C., Moshchuk, A., Gribble, S. D., & Levy, H. M. (2008). Organizing and sharing distributed personal web-service data. Proceedings of the 17th International Conference on World Wide Web, 755–764. https://doi.org/10.1145/1367497.1367599
Cited in: Distributed personal web-service
Gemmell, J., Bell, G., & Lueder, R. (2006). MyLifeBits: A personal database for everything. Communications of the Association for Computing Machinery, 49(1), 89–95. https://doi.org/10.1145/1107458.1107460 Getty Images (1984, November 1). Stewart Brand states information wants to be [Video]. https://www.gettyimages.in/detail/video/at-the-first-hackers-conference-in-1984-steve- wozniak-and-news-footage/146496695
Cited in: Lifebits · Personal Database
Goldwasser, S., Micali, S., & Rackoff, C. (1985). The knowledge complexity of interactive proof-systems. In Proceedings of the Seventeenth Annual ACM Symposium on Theory of Computing (pp. 291–304). Association for Computing Machinery. https://doi.org/10.1145/22145.22178
Cited in: Distrust and Verify · Zero-Knowledge Proof
Gropper, A. (2023, November 5). Personal digital agent protocol (pdap). [Hot RFC Lightning Talks (hotRFC)]. Internet Engineering Task Force. https://datatracker.ietf.org/meeting/118/materials/slides-118-hotrfc-sessa-10-personal- digital-agent-protocol-01
Cited in: Personal Digital Agent Protocol
Grossman, R. L., Heath, A., Murphy, M., Patterson, M., & Wells, W. (2016). A case for data commons. Computing in Science & Engineering, 18(5), 10–20. https://doi.org/10.1109/MCSE.2016.92
Cited in: Data Commons
Gurrin, C., Smeaton, A., & Doherty, A. (2014). LifeLogging: Personal big data. Foundations and Trends in Information Retrieval, 8(1). https://doi.org/10.1561/1500000033
Cited in: Lifelogging · Personal Big Data
Haddadi, H., Howard, H., Chaudhry, A., Crowcroft, J., Madhavapeddy, A., & Mortier, R. (2015). Personal data: Thinking inside the box. https://doi.org/10.48550/arXiv.1501.04737
Cited in: Databox
Hafen, E. (2019). Personal data cooperatives – A new data governance framework for data donations and precision health. In J. Krutzinna & L. Floridi (Eds.), The ethics of medical data donation (pp. 141–149). Springer, Cham. https://doi.org/10.1007/978-3-030-04363-6_9
Cited in: Data Cooperative · Personal Data Co-Operatives
Hagel, J., & Rayport, J. (1997, January–February). The coming battle for customer information. Harvard Business Review. https://hbr.org/1997/01/the-coming-battle-for-customer- information
Cited in: Infomediaries
Hagel, J., & Singer, M. (1999, March-April). Unbundling the corporation. Harvard Business Review. https://hbr.org/1999/03/unbundling-the-corporation
Cited in: Infomediaries
Hamilton-Duffy, K., Grant, R., & Gropper, A. (2021). Use cases and requirements for decentralized identifiers. W3C (World Wide Web Consortium). https://www.w3.org/TR/did-use-cases
Cited in: Decentralized Identifier
Hardinges, J. (2018, October 1). Defining a ‘data trust.’ Open Data Institute. https://theodi.org/article/defining-a-data-trust
Cited in: Data Trusts
Hardjono, T., Deegan, P., & Clippinger, J. H. (2014). On the design of trustworthy compute frameworks for self-organizing digital institutions. In G. Meiselwitz (Ed.), Social Computing and Social Media (pp. 342–353). Springer. https://doi.org/10.1007/978-3- 319-07632-4_33
Cited in: Trusted Compute Cells
Hartman, T., Kennedy, H., Steedman, R., & Jones, R. (2020). Public perceptions of good data management: Findings from a UK-based survey. Big Data & Society, 7(1). https://doi.org/10.1177/2053951720935616
Cited in: Data ID Card · Independent Data Stewardship
Hayes-Roth, F. (2004). Personal portal and secure information exchange (U.S. Patent Application Publication No. US 2004/0267707 A1). U.S. Patent and Trademark Office. https://patents.google.com/patent/US20040267707A1/en
Cited in: What is a personal data store? · Personal Data Lockbox
Hemmi, J. (2019, May 9). Japan’s ‘information banks’ to let users cash in on personal data. Nikkei Asia. https://asia.nikkei.com/Business/Business-trends/Japan-s-information- banks-to-let-users-cash-in-on-personal-data
Cited in: Information Bank
Hess, C., & Ostrom, E. (Eds.). (2006). Understanding knowledge as a commons: From theory to practice. MIT Press. https://doi.org/10.7551/mitpress/6980.001.0001
Cited in: Data Commons
Hoefmans, M.-J., Hansen-Staszyński, O., & Hageman, B. (2022). The what & the how of personal data management [Position paper]. Schluss. https://schluss.org/wp- content/uploads/2022/12/What-does-it-mean-users-in-full-control-over-their-data- CONCEPT.pdf
Cited in: Personal Data Vault
Huseby, D. (2021, February 21). The authentic data economy. Medium. https://dwhuseby.medium.com/the-authentic-data-economy-9802da67e1fa
Cited in: Authentic Data · Authentic Data Economy
IEEE. (2025). IEEE 7012-2025: Standard for machine readable personal privacy terms. IEEE.
Cited in: The Personal Data Ecosystem
Jones, A. (2023, September 25). Web5: A fresh blueprint for app development. TBD. https://developer.tbd.website/blog/why-would-companies-embrace-web5
Cited in: Web 5
Jordan, K., Hauser, J., & Foster, S. (2003). The augmented social network: Building identity and trust into the next-generation Internet. First Monday, 8(8). https://doi.org/10.5210/fm.v8i8.1068
Cited in: Augmented Social Network
Juniper Research. (2016). Understanding the personal data economy | The emergence of a new data value-exchange [White paper]. Mobile Ecosystem Forum. https://mobileecosystemforum.com/personal-data-economy-whitepaper
Cited in: Personal Data Economy
Katifori, V., Poggi, A., Scannapieco, M., Catarci, T., & Ioannidis, Y. (2005). OntoPIM: How to rely on a personal ontology for personal information management. Proceedings of the 2005 international conference on semantic desktop workshop: Next generation information management D collaboration infrastructure, 175, 258–262. https://ceur- ws.org/Vol-175/25_poggi_ontopim_poster.pdf
Cited in: OntoPIM
Kelly, K. (2007a, October 5). What is the quantified self? Quantified Self. https://web.archive.org/web/20130125202220/http://quantifiedself.com/2007/10/what-is- the-quantifiable-self
Cited in: Quantified Self
Kelly, K. (2007b, October 8). Healthvault, Phase 1. Quantified Self. https://web.archive.org/web/20121101074750/http://quantifiedself.com/2007/10/healthva ult-phase-1
Cited in: Healthvault
Kinateder, M., & Pearson, S. (2003). A privacy-enhanced peer-to-peer reputation system. In K.
Cited in: Privacy Preserving Reputation Management
Kindervag, J. (Producer). (2010). No more chewy centers: Introducing the zero trust model of information security [Webinar]. Forrester. https://www.forrester.com/webinar/No%2BMore%2BChewy%2BCenters%2BThe%2BZ eroTrust%2BModel%2BOf%2BInformation%2BSecurity/WEB6741
Cited in: Distrust and Verify · Zero Trust
Kuneva, M. (2009, March 31). Meglena Kuneva – European Consumer Commissioner – Keynote speech – Roundtable on online data collection, targeting, and profiling. [Speech transcript]. European Commission. https://ec.europa.eu/commission/presscorner/detail/en/SPEECH_09_156
Cited in: The new oil
Kuppinger, M. (2012, March). Life management platforms: Control and privacy for personal data [Advisory note]. KuppingerCole. https://decentralized- id.com/_posts/history/70608PersonalDataLifeManagementPlatforms.pdf
Cited in: Life management platform
Kuzev, P., & Hall, I. (2023). EU regulation, Brazil’s open health, and the India stack: A common platform approach to integrated digital public infrastructure [Policy brief]. Observer Research Foundation. https://policycommons.net/artifacts/3867657/eu- regulation-brazils-open-health-and-the-india-stack/4673915
Cited in: Digital Public Infrastructure
Ladley, J. (2019). Data governance: How to design, deploy, and sustain an effective data governance program (2nd ed.). Academic Press.
Cited in: Data governance
Landsman, D., Young, K., Reed, D., & Hodder, M. (2010). Personal data ecosystem collaborative consortium: Catalyzing systems that work for all [Unpublished manuscript]. Personal Data Ecosystem Consortium.
Cited in: Personal Data Ecosystem
Langford, J., Poikola, A., Janssen, W., Lähteenoja, V., & Rikken, M. (2020). Understanding MyData operators. MyData Global. https://mydata.org/wp-content/uploads/2020/04/Understanding-Mydata-Operators-pages.pdf
Cited in: My Data Operator
Lanier, J., & Weyl, E. G. (2018, September 26). A blueprint for a better digital society. Harvard Business Review. https://hbr.org/2018/09/a-blueprint-for-a-better-digital-society
Cited in: Mediators of Individual Data
Laudon, K. (1997, January). Extensions to the theory of markets and privacy: Mechanics of pricing information [Working paper]. NYU Working Paper No. 2451/14166, Available at SSRN: https://ssrn.com/abstract=1283008
Lehtiniemi, T., & Kortesniemi, Y. (2017). Can the obstacles to privacy self-management be overcome? Exploring the consent intermediary approach. Big Data & Society, 4(2), 2053951717721935. https://doi.org/10.1177/2053951717721935
Cited in: Consent intermediaries
Lemoie, K. (2021). Determinants of behavioral intention to use a self-sovereign identity digital wallet: Extending the UTAUT with trustworthiness (Publication No. 28716913) [Doctoral dissertation, Fielding Graduate University]. ProQuest Dissertation and Theses Global. https://www.proquest.com/openview/31100c6b38df3ef649156d35d0296db4/1
Cited in: Digital Wallet
Lenin, V. I. (1972). Adventurism (B. Isaacs & J. Fineberg, Trans.). In Collected works (Vol. 20, pp. 356–359). Progress Publishers. https://www.marxists.org/archive/lenin/works/1914/jun/09.htm (Original work published 1914)
Cited in: Trust, but Verify
Li, I., Dey, A. K., & Forlizzi, J. (2011). Understanding my data, myself: Supporting self- reflection with ubicomp technologies. Proceedings of the 13th International Conference on Ubiquitous Computing, 405–414. https://doi.org/10.1145/2030112.2030166
Cited in: Ubiquitous computing (Ubicomp) tools
Linstedt, D. (2002, July 1). Data vault series 1 – Data vault overview. The Data Administration Newsletter. https://tdan.com/data-vault-series-1-data-vault-overview/5054
Cited in: Data Vault
Loffreto, D. (2012, February 15). What is “sovereign source authority”? The Moxy Tongue. https://www.moxytongue.com/2012/02/what-is-sovereign-source-authority.html
Cited in: Self-Sovereign Identity
Loffreto, D. (2016, May 24). ID2020: United Nations exploring self-sovereign ID. LinkedIn. https://www.linkedin.com/pulse/id2020-united-nations-exploring-self-sovereign-id- devon-mt-loffreto
Cited in: Self-Sovereign Identity
Loohuis, K. (2020, November 26). Data safes will give users control over their data. ComputerWeekly.Com. https://www.computerweekly.com/news/252492752/Data-safes- will-give-users-control-over-their-data
Cited in: Data Safe
Lynch, M. P. (2016). The internet of us: knowing more and understanding less in the age of big data. Liveright.
Cited in: The Internet of Us
Ma, L., Liu, X., Pei, Q., & Xiang, Y. (2019). Privacy-preserving reputation management for edge computing enhanced mobile crowdsensing. IEEE Transactions on Services Computing, 12(5), 786–799. https://doi.org/10.1109/TSC.2018.2825986
Cited in: Privacy Preserving Reputation Management
Mansour, E., Sambra, A. V., Hawke, S., Zereba, M., Capadisli, S., Ghanem, A., Aboulnaga, A., & Berners-Lee, T. (2016). A demonstration of the Solid platform for social web applications. In Proceedings of the 25th International Conference Companion on World Wide Web (pp. 223–226). ACM. https://doi.org/10.1145/2872518.2890529
Cited in: What is a personal data store?
Mariani, M. M., Ek Styven, M., & Teulon, F. (2021). Explaining the intention to use digital personal data stores: An empirical study. Technological Forecasting and Social Change, 166, Article 120657. https://doi.org/10.1016/j.techfore.2021.120657
Cited in: Digital Personal Data Stores
Marketwired. (2012, November 13). Connect.Me and miiCard deliver first verified social reputation card [Press release]. Yahoo Finance. https://finance.yahoo.com/news/connect- miicard-deliver-first-verified-130600246.html
Cited in: Verified Social Reputation
Markoff, J. (2006, November 12). Entrepreneurs see a web guided by common sense. The New York Times. https://www.nytimes.com/2006/11/12/business/12web.html
Cited in: Web 3.0
Massie, S. (2013). Trust but verify: Reagan, Russia and me. Maine Authors Publishing.
Cited in: Trust, but Verify
Matzner, T., Masur, P. K., Ochs, C., & von Pape, T. (2016). Do-it-yourself data protection — empowerment or burden? In S. Gutwirth, R. Leenes, & P. De Hert (Eds.), Data protection on the move |Current developments in ICT and privacy/data protection (pp. 277–305). Springer. https://doi.org/10.1007/978-94-017-7376-8_11
Cited in: Do-it-yourself-data protection
McKean, J. S. (2014). Customer’s new voice: Extreme relevancy and experience through volunteered customer information. John Wiley & Sons.
Cited in: Customer Information Industry
Mediahuis. (2022, October 17). DPG Media, Mediahuis, NPO, RTL Nederland en Talpa Network gaan samenwerken in onderzoek naar Nederlandse Datakluis [DPG Media, Mediahuis, NPO, RTL Nederland and Talpa Network to collaborate on research into Dutch data vaults]. https://www.mediahuis.nl/samenwerking-persoonlijke-datakluis
Cited in: Data Safe
Microsoft. (n.d.). Personal Vault: Store Sensitive Files – Microsoft OneDrive: https://www.microsoft.com/en-us/microsoft-365/onedrive/personal-vault
Cited in: Personal Vault
Mills, S. (2019). Who owns the future? Data trusts, data commons, and the future of data ownership [Working draft]. https://doi.org/10.2139/ssrn.3437936
Cited in: Data Trusts
Ministry of Internal Affairs and Communications Japan. (2022, June 05). As a result of the call for public comments on the “Guidelines for Certification of Information Trust Functions Ver. 2.2 (draft).” [Press release]. https://www.meti.go.jp/press/2022/06/20220630006/20220630006.html
Cited in: Information Bank
Mitchell, A. (2001). Right Side Up: Building brands in the age of the organized consumer. HarperCollins.
Cited in: Right Side Up
Mitchell, A. (2024, March 13). What is a personal data store? Medium. https://medium.com/mydex/what-is-a-personal-data-store-a583f7ef9be3
Cited in: Personal Data eXchange
Mitchell, A., & Henderson, I. (2005). Opinion piece: The next big thing? Journal of Direct, Data and Digital Marketing Practice, 7(1), 8–17. https://doi.org/10.1057/palgrave.dddmp.4340501
Cited in: Personal Knowledge Bank
Mitchell, A., Henderson, I., & Searls, D. (2008). Reinventing direct marketing — With VRM inside. Journal of Direct, Data and Digital Marketing Practice, 10(1), 3–15. https://doi.org/10.1057/dddmp.2008.24
Cited in: Vendor Relationship Management Tool
Moiso, C., Antonelli, F., & Vescovi, M. (2012). How do I manage my personal data? A telco perspective. Proceedings of the International Conference on Data Technologies and Applications DATA,1, 123–128. https://doi.org/10.5220/0003996301230128
Cited in: My Data Store · Privacy-Preserving Technologies
Montjoye, Y.-A. de, Shmueli, E., Wang, S. S., & Pentland, A. S. (2014). openPDS: Protecting the privacy of metadata through SafeAnswers. PLOS ONE, 9(7), Article e98790. https://doi.org/10.1371/journal.pone.0098790
Cited in: What is a personal data store? · Personal Data Store · Privacy-Preserving Technologies · SafeAnswers
Mortier, R., Greenhalgh, C., McAuley, D., Spence, A., Madhavapeddy, A., Crowcroft, J., & Hand, S. (2010, October 1). The personal container, or your life in bits. Digital Futures, 10, 11–12. https://mort.io/publications/pdf/de10-perscon.pdf
Cited in: Personal Container
Mun, M. Y., Kim, D. H., Shilton, K., Estrin, D., Hansen, M., & Govindan, R. (2014). PDVLoc: A personal data vault for controlled location data sharing. ACM Transactions on Sensor Networks, 10(4), 1–29, Article 58. https://dl.acm.org/doi/10.1145/2523820
Cited in: Personal Data Vault
Mun, M., Hao, S., Mishra, N., Shilton, K., Burke, J., Estrin, D., Hansen, M., & Govindan, R. (2010). Personal data vaults: A locus of control for personal data streams. Co-NEXT ’10: Proceedings of the 6th International Conference, 1–12, Article 17. https://dl.acm.org/doi/10.1145/1921168.1921191
Cited in: What is a personal data store? · Personal Data Store · Personal Data Vault · Privacy-Preserving Technologies
Mun, M., Hao, S., Mishra, N., Shilton, K., Burke, J., Estrin, D., Hansen, M., & Govindan, R. (2010). Personal data vaults: A locus of control for personal data streams. In Proceedings of the 6th International Conference on emerging Networking EXperiments and Technologies (CoNEXT '10). ACM. https://doi.org/10.1145/1921168.1921191
Cited in: Personal Data Lockbox
MyData Global. (2026). MyData Declaration 2.0. https://mydata.org/declaration/
Cited in: The Personal Data Ecosystem
Mydex CIC. (2010). The case for personal information empowerment: The rise of the personal data store [White paper]. https://mydex.org/resources/papers/The_case_for_personal_information_empowerment/the_case_for_personal_information_empowerment_-_the_rise_of_the_personal_data_store_-_a_mydex_white_paper_september_2010_final_web.pdf
Cited in: What is a personal data store? · Personal Data Lockbox
Mydex Community Interest Company. (2010). The case for personal information empowerment: The rise of the personal data store. https://mydex.org/resources/papers/The_case_for_personal_information_empowerment/t he_case_for_personal_information_empowerment_- _the_rise_of_the_personal_data_store_- _a_mydex_white_paper_september_2010_final_web.pdf
Cited in: Personal Data Store
Neyens, D. M., & Childers, A. K. (2017). Determining barriers and facilitators associated with willingness to use a personal health information management system to support worksite wellness programs. American Journal of Health Promotion, 31(4), 310–317. https://doi.org/10.4278/ajhp.140514-QUAN-204
Cited in: Personal health information management system (PHIMS)
Ng, I. (2018). The market for person-controlled personal data with the Hub-of-all-Things (HAT) [Working paper]. Warwick Manufacturing Group. https://wrap.warwick.ac.uk/101708/
Cited in: Person-controlled personal data
Ng, I. C. L., Scharf, K. A. & Maull, R. (2014, June 16–19). The market for contextual offerings: the multi-sided market platform of the hub-of-all-things (HAT) [Paper presentation]. 4th forum on markets and marketing, Karlstad University, Sweden. https://wrap.warwick.ac.uk/70317/
Cited in: Hub-of-all-things
NHS. (2024, January). Profile information management system (PIMS). NHS Digital. United Kingdom. https://digital.nhs.uk/data-and-information/keeping-data-safe-and-benefitting- the-public/gdpr/gdpr-register/profile-information-management-system-pims
Cited in: Profile Information Management System
Novell. (1999, October 5). Novell debuts new digitalme ‘in-the-net’ service [Press release]. https://www.novell.com/news/press/archive/1999/10/pr99123.html
Cited in: DigitalMe · meBusiness
Nuggets. (n.d.). Self-sovereign data storage. https://nuggets.life/self-sovereign-data-storage.html
Cited in: Self-Sovereign Data Storage
OECD. (2021). Recommendation of the Council on enhancing access to and sharing of data (OECD/LEGAL/0463). https://legalinstruments.oecd.org/en/instruments/OECD-LEGAL-0463
Cited in: The Personal Data Ecosystem
Open Source Initiative. (2007, March 22). The open source definition (Version 1.9). https://opensource.org/osd
Cited in: Open source
Orwell, G. (1949). Nineteen eighty-four. Secker & Warburg.
Cited in: The Personal Data Ecosystem
Owano, N. (2013, October 7). openPDS software focuses on control of personal data. Phys.org. http://phys.org/news/2013-10-openpds-software-focuses-personal.html
Cited in: Personal Data Store
OwnYourData. (2019). Semantic container for data mobility [Video]. YouTube. https://www.ownyourdata.eu/en/semcon/
Cited in: Semantic Container
O’Hara, K., Tuffield, M. M., & Shadbolt, N. (2009). Lifelogging: Privacy and empowerment with memories for life. Identity in the Information Society, 1(1), 155–172. https://doi.org/10.1007/s12394-009-0008-4
Cited in: Lifelogging
PAOGA. (2014). Security is always excessive until it's not enough. https://web.archive.org/web/20161229195853/http://www.paoga.com/index.html
Cited in: Digital safety box · Your AntiSocial Network
Parasuraman, A. (2006). Modeling opportunities in service recovery and customer-managed interactions. Marketing Science, 25(6), 590–593. https://www.jstor.org/stable/40057195
Cited in: Customer Managed Interactions
Pawar, P., Parolia, N., Shinde, S., Edoh, T. O., & Singh, M. (2022). eHealthChain — a blockchain-based personal health information management system. Annals of Telecommunications, 77(1-2), 33–45. https://doi.org/10.1007/s12243-021-00868-6
Cited in: Personal health information management system (PHIMS)
Perentis, C., Vescovi, M., Leonardi, C., Moiso, C., Musolesi, M., Pianesi, F., & Lepri, B. (2017). Anonymous or not? Understanding the factors affecting personal mobile data disclosure. https://doi.org/10.48550/arXiv.1701.08308
Cited in: Privacy-Preserving Technologies
Personal Data Ecosystem Consortium. (n.d.). Introduction to the Personal Data Ecosystem. http://pde.cc/introduction-to-the-personal-data-ecosystem/
Cited in: Personal Data Analytics · Personal Data Bank · Personal Data Locker
Peyret. (2016, February 21). The Forrester Wave: Data governance stewardship applications, Q1 2016. Forrester. https://www.forrester.com/report/the-forrester-wave-data- governance-stewardship-applications-q1-2016/RES117915
Cited in: Data Stewards
Pompeo, M. R. (2020, July 23). Communist China and the free world's future [Speech]. U.S. Department of State. https://2017-2021.state.gov/communist-china-and-the-free-worlds-future-2/ https://web.archive.org/web/20211216021219/https://2017-2021.state.gov/communist-china-and-the-free-worlds-future-2/index.html
Cited in: Distrust and Verify
Price, B., & Jaffe, D. (2014). Your customer rules!: Delivering the Me2B experiences that today’s customers demand. Jossey-Bass.
Cited in: Me2B
Project Danube. (2011, July 27). Three visions. https://web.archive.org/web/20110727190446/http://projectdanube.org/three-visions
Cited in: Personal Applications
Project Nori. (2011, April 23). Ecosystem. https://web.archive.org/web/20110423162031/http://www.projectnori.org/about/ecosyste m
Cited in: Federated Social Web
Reagan, R. (1987, December 8). Remarks on signing the Intermediate-Range Nuclear Forces Treaty [Speech transcript]. Ronald Reagan Presidential Library & Museum. https://www.reaganlibrary.gov/research/speeches/120887c
Cited in: Distrust and Verify · Trust, but Verify
Reed, D. (2010a). Out with “personal data store”, in with “personal data service.” Equals Drummond. https://equalsdrummond.name/2010/10/03/out-with-personal-data-store-in- with-personal-data-service
Cited in: Personal Data Service · Personal Data Store
Reed, D. (2010b). Revision: “Personal data service” and “personal data store” go together. Equals Drummond. https://equalsdrummond.name/2010/10/06/revision-personal-data- service-and-personal-data-store
Cited in: Personal Data Server · Personal Data Service
Reppel, A., & Szmigin, I. (2010). Consumer-managed profiling: A contemporary interpretation of privacy in buyer-seller interactions. Journal of Marketing Management, 26(3-4), 321– 342. https://doi.org/10.1080/02672570903566383
Cited in: Customer Managed Profiling System
Searls, D. (2012). The intention economy: When customers take charge. Harvard Business Review Press.
Cited in: Intention Economy
Seong, S.-W., Seo, J., Nasielski, M., Sengupta, D., Hangal, S., Keat, S., Ruven, T., Ben, C., Monica, D., & Lam, S. (2010). PrPl: A decentralized social networking infrastructure: Social networks and beyond (MCS). MCS ’10: Proceedings of the 1st ACM Workshop on Mobile Cloud Computing & Services, 1–8, Article 8. https://doi.org/10.1145/1810931.1810939
Cited in: Personal Cloud Butler
Shah, A., South, T., Evans, T., Kirk, H. R., Pei, J., Trask, A., Weyl, E. G., et al. (n.d.). Robust AI personalization controls: The Human Context Protocol. Stanford Digital Economy Lab. https://digitaleconomy.stanford.edu/project/loyal-agents/hcp-human-context-protocol/
Cited in: Human Context Protocol (HCP)
Shilton, K., Burke, J.A., Estrin, D., Hansen, M., Kang, J., & Mun, M. (2009) Designing the personal data stream: Enabling participatory privacy in mobile personal sensing. Proceedings of the 37th Research Conference on Communications, Information and Internet Policy (TPRC), 25–27. https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1356&context=esence
Cited in: Personal Data Stream
Shipman, F. M., III, & Marshall, C. C. (1999). Formality considered harmful: Experiences, emerging themes, and directions on the use of formal representations in interactive systems. Computer Supported Cooperative Work, 8(4), 333–352. https://doi.org/10.1023/A:1008716330212
Cited in: The 5Cs of Knowledge Management™
Siegel, D. (2010). Pull: The power of the semantic web to transform your business. Portfolio.
Cited in: What is a personal data store? · Personal Data Lockbox
Smith, J. (2024, March 7). From digital wallets and data stores, to sovereign agents and personal AI . . . what does empowerment tech really mean? Customer Futures. https://www.customerfutures.com/p/from-digital-wallets-and-data-stores
Cited in: Empowerment Tech
Smith, J., Deakins, S., & Lampinen, M., Mobile Ecosystem Forum (2024, May 21). Empowering the individual: PIMS & personal AI [Video]. YouTube. https://mobileecosystemforum.com/mef-connects-id-data-2024/#ai
Cited in: Empowerment Tech
Solove, D. J. (2013, May 20). Introduction: Privacy self-management and the consent dilemma. Harvard Law Review, 126(7), 1880–1903. https://harvardlawreview.org/print/vol- 126/introduction-privacy-self-management-and-the-consent-dilemma
Cited in: Privacy Self-Management
Solove, D. J. (2021) The myth of the privacy paradox. George Washington Law Review 89(1), 1–51. Available at SSRN: https://ssrn.com/abstract=3536265
Cited in: Privacy Self-Management
Sovrin Guardianship Working Group. (2023, April). On guardianship in self-sovereign identity [White Paper]. Sovrin Foundation. https://sovrin.org/wp-content/uploads/Guardianship- Whitepaper-V2.pdf
Cited in: Digital Guardianship
Spicer, A. (2015, January 20). What is the "internet" of me? World Economic Forum. https://www.weforum.org/agenda/2015/01/what-is-the-internet-of-me/
Cited in: Internet of Me
Sporny, M., & Longley, (2017, August 3). Verifiable claims data model and representations. W3C (World Wide Web Consortium). https://www.w3.org/TR/2017/WD-verifiable- claims-data-model-20170803/
Cited in: Verified Claims
Sporny, M., & Longley, (2019, February 8). Verifiable credentials data model 1.0. W3C (World Wide Web Consortium). https://www.w3.org/TR/2019/WD-verifiable-claims-data- model-20190208/
Cited in: Verified Credentials
Sporny, M., & Trider, D. (Eds.). (2022). Encrypted data vaults v0.1. Decentralized Identity Foundation. https://identity.foundation/edv-spec
Cited in: Encrypted Data Vaults
Stanford Digital Economy Lab. (2026, March 16). The future of personal AI: Portable and persistent personal memory through a unified Human Context Protocol [Report]. https://digitaleconomy.stanford.edu/publication/the-future-of-personal-ai-portable-and-persistent-personal-memory-through-a-unified-human-context-protocol/
Cited in: Human Context Protocol (HCP) · Portable Memory
Stanford Digital Economy Lab. (n.d.-a). Human Context Protocol (HCP) [Research project]. https://digitaleconomy.stanford.edu/project/loyal-agents/hcp-human-context-protocol/
Cited in: Human Context Protocol (HCP)
Stanford Digital Economy Lab. (n.d.-b). Portable memory [Research project]. https://digitaleconomy.stanford.edu/project/portable-memory/
Cited in: Portable Memory
The Economist. (2017b). The world’s most valuable resource is no longer oil, but data. https://www.economist.com/leaders/2017/05/06/the-worlds-most-valuable-resource-is- no-longer-oil-but-data
Cited in: The new oil
Thomas, J. (2019, April 15). Death by PowerPoint: The slide that killed seven people. McDreeamie-Musings. https://mcdreeamiemusings.com/blog/2019/4/13/gsux1h6bnt8lqjd7w2t2mtvfg81uhx
Cited in: The 5Cs of Knowledge Management™
Trevithick, P. (2010a). Higgins active clients and personal data stores v2. Slideshare. https://www.slideshare.net/ptrevithick/higgins-active-clients-and-personal-data-stores-v2
Cited in: Personal Data Service · Personal Data Store
Tuerk, A. (2013, April 22). Plan your digital afterlife with Inactive Account Manager. Google Public Policy Blog. https://publicpolicy.googleblog.com/2013/04/plan-your-digital- afterlife-with.html
Cited in: Digital afterlife
Verhulst, S. G. (2015, April 22). Data collaboratives: exchanging data to improve people’s lives. Medium. https://sverhulst.medium.com/data-collaboratives-exchanging-data-to-improve- people-s-lives-d0fcfc1bdd9a
Cited in: Data Collaborative
Verhulst, S. G. (2023). Operationalizing digital self-determination. Data & Policy, 5, Article e14. https://doi.org/10.1017/dap.2023.11
Cited in: Digital Self-Determination
Vescovi, M., Lepri, B., Perentis, C., Moiso, C., & Chiara, L. (2014). My data store: Toward user awareness and control on personal data. UbiComp '14 Adjunct, 179–182. http://ubicomp.org/ubicomp2014/proceedings/ubicomp_adjunct/posters/p179- vescovi.pdf
Cited in: My Data Store · Personal Data Store
Vizard, M., & Searls, D. (2006, September 1). VRM gang part I. [Podcast episode]. Project VRM. https://cyber.harvard.edu/projectvrm/VRM_discussion_in_podcasts (follow-on URLs no longer active)
Cited in: Vendor Relationship Management Tool
W3C. (2022). Decentralized identifiers (DIDs) v1.0 [W3C Recommendation]. https://www.w3.org/TR/did-core/
Cited in: The Personal Data Ecosystem
W3C. (2025). Verifiable credentials data model v2.0 [W3C Recommendation]. https://www.w3.org/TR/vc-data-model-2.0/
Cited in: The Personal Data Ecosystem
Wang, J., & Wang, Z. (2014). A survey on personal data cloud. The Scientific World Journal, Article 969150. https://doi.org/10.1155/2014/969150
Cited in: Personal Data Cloud
Ware, W. (1973, June 30). Records, computers and the rights of citizens [Transmittal Letter to
Cited in: Ombudsman
Warren, S. D., & Brandeis, L. (1890). The right to privacy. Harvard Law Review, 4(5), 193–220. https://groups.csail.mit.edu/mac/classes/6.805/articles/privacy/Privacy_brand_warr2.html
Cited in: Right to privacy
Watson, R. (2003). Customer-managed interactions. https://web.archive.org/web/20050515123935/http://www.terry.uga.edu/~rwatson/mist7700/cmi. pdf
Cited in: Customer Managed Interactions
Watson, R. (2004). I am my own database. Harvard Business Review, 18–19+ 146. https://store.hbr.org/product/i-am-my-own-database/F0411A
Cited in: Customer Managed Interactions
Watson, R., Piccoli, G., Brohman, K.M., Parasuraman, A. (2005). Customer-managed interactions: A new paradigm for firm customer relationships. MIS Quarterly Executive 4(2), 319–327. https://www.researchgate.net/profile/Richard-Watson- 16/publication/220500602_Customer-Managed_Interactions_A_New_Paradigm_for_Firm- Customer_Relationships/links/565ecf5108aeafc2aac91897/Customer-Managed- Interactions-A-New-Paradigm-for-Firm-Customer-Relatio
Cited in: Customer Managed Interactions
Weiser, Mark (1991). The computer for the 21st Century. ACM SIGMOBILE Mobile Computing and Communications Review 3(3), 3–11. 2014. https://doi.org/10.1145/329124.329126
Cited in: Ubiquitous computing (Ubicomp) tools
Westin, A. F. (1967). Privacy and freedom. Atheneum.
Cited in: Privacy
Wilkinson, S. (2014). Storj | A peer-to-peer cloud storage network. Storj.io https://www.storj.io/storj2014.pdf
Cited in: Peer-To-Peer Cloud Storage Network
Willison, S. (Host) (2020). Personal data warehouses: Reclaiming your data [Video]. YouTube. OCTO Speaker Series #4 Simon Willison. GitHub. https://www.youtube.com/watch?v=l1EFThsAFgs
Cited in: Personal Data Warehouses
Windley, P. (2022, December 16). Wallets and agents. Technometria. https://www.windley.com/archives/2022/12/wallets_and_agents.shtml
Cited in: Agents
Wolf, G. (2010). The quantified self [Video]. TED Conference. https://www.ted.com/talks/gary_wolf_the_quantified_self?language=en&subtitle=en
Cited in: Quantified Self
World Economic Forum. (2011). Personal data: The emergence of a new asset class. http://www.weforum.org/reports/personal-data-emergence-new-asset-class
Cited in: Personal Data: A New Asset Class
Yeung, P., & Sandström, H. (2004). Method for control of personal data (International Publication No. WO 2004/072885 A1). World Intellectual Property Organization. https://patents.google.com/patent/WO2004072885A1/en
Cited in: What is a personal data store? · Personal Data Lockbox
Zannier, F. (2013, October 28). A bite of me. Kickstarter. https://www.kickstarter.com/projects/1461902402/a-bit-e-of-me
Cited in: A Bite of Me
Zuboff, S. (2015). Big other: Surveillance capitalism and the prospects of an information civilization. Journal of Information Technology, 30(1), 75–89. https://doi.org/10.1057/jit.2015.5
Cited in: The Personal Data Ecosystem
Zuboff, S. (2019). The age of surveillance capitalism: The fight for a human future at the new frontier of power. PublicAffairs.
Cited in: The Personal Data Ecosystem