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Investigating Conditional Data
Value Under GDPR
Harshvardhan J. Pandit TCD
, Plamen Petkov DCU
,
Declan O’Sullivan TCD
, D...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
www.adaptcentre.ie
“Investigating Conditional Data Value Under GDPR”
http://openscience.adaptcentre.ie/ Harshvardhan J. Pa...
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Investigating Conditional Data Value Under GDPR

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Workshop Position Paper
Harshvardhan J. Pandit, Plamen Petkov, Declan O'Sullivan, Dave Lewis.
DataValue2018 (Governing Value: The Practice of Exploiting Data Value). Co-located with SEMANTiCS 2018 – 14th International Conference on Semantic Systems, Vienna, Austria. 2018

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Investigating Conditional Data Value Under GDPR

  1. 1. Investigating Conditional Data Value Under GDPR Harshvardhan J. Pandit TCD , Plamen Petkov DCU , Declan O’Sullivan TCD , Dave Lewis TCD ADAPT Centre - TCD Trinity College Dublin - DCU Dublin City University https://openscience.adaptcentre.ie/ pandith@tcd.ie | @coolharsh55 The ADAPT Centre is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development Fund. GDPR work email IIitter
  2. 2. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Data Value Layman’s Guide to Data Value ● consider data as ○ an asset ○ an entity ● track of data ○ cycles ○ flows ○ chains ○ networks 2
  3. 3. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Availability What if the data that is available now may not be available later ??? ??? ??? have valuetoday doeswe BUT applytoopendata lossofvaluetomorrow 3 core & implicit assumption that data will always be available
  4. 4. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 When can this happen? Assumptions / Conditions / Specificity 1. consider dealing with personal data 2. personal data is governed by data protection laws 3. laws such as the GDPR affect data availability personaldata becomesunusable from thelegalbasisp.o.ec 4
  5. 5. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Is this a new problem? NOT A NEW PROBLEM $4 value of data per user for Facebook $24 value of data per user for Google T multiplying BILLIONS studyconducted vigilfeasonaemmdafe ofusers in 2012 6years the valuehasincreased significantly 5
  6. 6. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 More about GDPR ● Given Consent ● Right to Withdraw Consent ● Right to be forgotten ● (Pseudo-)Anonymisation ● Obligations prior to data collection at any time delete retrospective data enforced legally on data consumers CONTROVERSY PROCESSORS 6
  7. 7. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Incorporating Conditionality Availability > is the data available? Conditionality > when is the data available? > what events trigger these conditions? > how to incorporate them into data value frameworks? I 7 methods approaches systems pipelines 7
  8. 8. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Availability as a Metric? Initial attempt using data-based value framework [12] Lim, C., Kim, K.H., Kim, M.J., Heo, J.Y., Kim, K.J., Maglio, P.P., 2018. From data to value: A nine-factor framework for data-based value creation in information-intensive services. International Journal of Information Management 39, 121–135. (i) data collection (ii) information creation (iii) value creation (iv) distribution through the provider network (10) data availability. (1) data source (2) data collection (3) data (artefact) (4) data analysis (5) information on the data source (6) information delivery (7) customer (information user) (8) value in information use (9) provider network bar expanded into form 12 PROPOSED ADDITIONAL METRIC 8
  9. 9. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Possible Application 1. Identify processes that use conditional data 2. Quantify (if possible) the conditionality and availability 3. Find alternate means to maximise value ties thatactive depend or one enrichedbythisdata µ Yentatrigger this isalready beingdone but not formalisedfrom the data valuePov 9
  10. 10. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 GDPR-Specific Application 10
  11. 11. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 GDPR-Specific Application givesdata to Ef Umdgfage Tf H
  12. 12. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 GDPR-Specific Application 4 RightH e consent 0 UmYTorage f gofosertq.dk wqofot.sk i H usable period for data
  13. 13. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Data is the new oil….? Let’s take that example! 12 data is the world's most valuable resource
  14. 14. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Fallback analogy to oil All petrol gasoline stations onlyprovide 1 WHY v i 13
  15. 15. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Fallback analogy to oil REDUCED KNOCKING tetraethyl lead 1 ENVIRONMENTAL HAZARD I BANNED IN 1970s Lessons to learn value of petrol Innovation deadin air 14
  16. 16. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Alternate Value of Personal Data Anonymisation and Pseudo-Anonymisation example mechanisms that highlight alternate approaches to extract value will have some loss of value is
  17. 17. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Personalisation / Recommendation / Analytics 16
  18. 18. www.adaptcentre.ie “Investigating Conditional Data Value Under GDPR” http://openscience.adaptcentre.ie/ Harshvardhan J. Pandit pandith@tcd.ie @coolharsh55 presented at Governing Value: The Practice of Exploiting Data Value Workshop Co-located with SEMANTiCS 2018 Discussion! How to identify events that affect data value something formalise them over tW YES Conditional personal data a temporal Can not be applied to ogeographical mmmm mm o random o cost data that becomes stale data that has a temporallifespan

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