Skip to main content
SpringerLink
Log in

Datenmarktplätze in verschiedenen Forschungsdisziplinen: Eine Übersicht

  • HAUPTBEITRAG
  • DATENMARKTPLÄTZE IN FORSCHUNGSDISZIPLINEN
  • Published:
Informatik-Spektrum Aims and scope

Zusammenfassung

Der Handel mit Daten etabliert sich als immer wichtigerer Wirtschaftsbereich, in dem Datenmarktplätzen als Handelsplattformen eine Schlüsselrolle zukommt. Dementsprechend nimmt auch die Forschung zu Datenmarktplätzen zu und es werden neue Forschungsgebiete und -richtungen identifiziert, welche von verschiedenen Forschungsteams in unterschiedlichen Disziplinen bearbeitet werden. Dieser Artikel gibt zum ersten Mal einen Überblick über die aktuelle Forschung im Bereich Datenmarktplätze in unterschiedlichen Disziplinen. Es wird analysiert, welche Themenfelder erforscht werden und welche Forschungsgebiete weitgehend unberührt sind; außerdem werden Forschungsarbeiten aus ähnlichen Bereichen gegenübergestellt und der Gesamtzusammenhang aufgezeigt.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

References

  1. Alt R, Militzer-Horstmann C, Zimmermann H (2015) Electronic markets and privacy. Electron Markets 25(2):87–90

    Article  Google Scholar 

  2. Balazinska M, Howe B, Koutris P, Suciu D, Upadhyaya P (2013) A discussion on pricing relational data. In: Search of Elegance in the Theory and Practice of Computation: Essays Dedicated to Peter Buneman

  3. Balazinska M, Howe B, Suciu D (2011) Data markets in the cloud: an opportunity for the database community. PVLDB 4(12):1482–1485

    Google Scholar 

  4. Cai Y, Daskalakis C, Weinberg SM (2012) Optimal multi-dimensional mechanism design: Reducing revenue to welfare maximization. CoRR, abs/1207.5518

  5. Cao T, Pham T, Vu Q, Truong H, Le D, Dustdar S (2016) Marsa: A marketplace for realtime human-sensing data. Trans Internet Technol

  6. Décary-Hétu D, Dupont B (2013) Reputation in a dark network of online criminals. Global Crime 14(2–3):175–196

    Article  Google Scholar 

  7. Dwork C, McSherry F, Nissim K, Smith AD (2006) Calibrating noise to sensitivity in private data analysis. TCC 3876:265–284

    MathSciNet  MATH  Google Scholar 

  8. Dumbill E (2012) Idata Markets Compared. http://radar.oreilly.com/2012/03/data-markets-survey.html, last access: 17.5.2016

  9. Gkatzelis V, Aperjis C, Huberman BA (2015) Pricing private data. Electron Markets 25(2):109–123

    Article  Google Scholar 

  10. Golrezaei N, Nazerzadeh H (2014) Pricing schemes for metropolitan traffic data markets. In: DATA. SciTePress, pp 266–271

  11. Heckman J, Boehmer E, Peters E, Davaloo M, Kurup G (2015) A Pricing Model for Data Markets

  12. Holt TJ (2013) Exploring the social organisation and structure of stolen data markets. Global Crime 14(2–3):155–174

    Article  Google Scholar 

  13. Holt TJ, Lampke E (2010) Exploring stolen data markets online: products and market forces. Crim Just Stud 23(1):33–50

    Article  Google Scholar 

  14. Hutchings A, Holt TJ (2015) A crime script analysis of the online stolen data market. Brit J Criminol 55(3):596–614

    Article  Google Scholar 

  15. Kanza Y, Samet H (2015) An online marketplace for geosocial data. In: SIGSPATIAL/GIS. ACM

  16. Kitchenham B (2007) Guidelines for Performing Systematic Literature Reviews in Software Engineering, ver. 2.3. Technical report, vol EBSE technical report, Keele University and University of Durham, UK

  17. Koutris P, Upadhyaya P, Balazinska M, Howe B, Suciu D (2013) Toward Practical Query Pricing with Querymarket. In: Proceedings of the 2013 ACM SIGMOD. ACM, pp 613–624

  18. Koutris P, Upadhyaya P, Balazinska M, Howe B, Suciu D (2015) Query-based data pricing. J ACM 62(5):43

    Article  MathSciNet  Google Scholar 

  19. Kushal A, Moorthy S, Kumar V (2011) Pricing for Data Markets

  20. Li C, Li DY, Miklau G, Suciu D (2014) A theory of pricing private data. ACM Trans Database Syst 39(4):34.1–34.28

  21. Li C, Miklau G (2012) Pricing Aggregate Queries in a Data Marketplace. In: WebDB, pp 19–24

  22. Li Y, Lo E, Yiu ML, Xu W (2015) Query Optimization Over Cloud Data Market. In: EDBT, pp 229–240. OpenProceedings.org

  23. Lin B, Kifer D (2014) On arbitrage-free pricing for general data queries. PVLDB 7(9):757–768

    Google Scholar 

  24. Linde F (2009) Ökonomische Besonderheiten von Informationsgütern. Wissens- und Informationsmanagement: Strategien, Organisation und Prozesse, S 291–320

  25. Malik AK, Dustdar S (2011) Enhanced Sharing and Privacy in Distributed Information Sharing Environments. In: IAS, IEEE, pp 286–291

  26. Maruyama H, Okanohara D, Hido S (2013) Data Marketplace for Efficient Data Placement. In: 2013 IEEE 13th International Conference on Data Mining Workshops, pp 702–705

  27. Miller P (2012) Nurturing the Market for Data Markets. http://cloudofdata.com/2012/01/nurturing-the-market-for-data-markets/, last access: 18.5.2016

  28. Muschalle A, Stahl F, Löser A, Vossen G (2013) Pricing Approaches for Data Markets. In: Enabling Real-Time Business Intelligence: 6th International Workshop

  29. Naumann F (2002) Quality-driven Query Answering for Integrated Information Systems. Springer-Verlag

  30. Peissl JW (2010) Datenhandel – ein Geschäft wie jedes andere?, letzter Zugriff: 15.5.2016

  31. Peled A (2002) Erecting the Public Information Marketplace. In: MCIS, AISeL, p 67

  32. Schomm F, Stahl F, Vossen G (2013) Marketplaces for data: an initial survey. ACM SIGMOD Record 42(1):15–26

    Article  Google Scholar 

  33. Shapiro C, Varian HR (1998) Information Rules: a Strategic Guide to the Network Economy. Harvard Business School Press

  34. Spiekermann S, Novotny A (2015) A vision for global privacy bridges: Technical and legal measures for international data markets. Comput Law Secur Rev 31(2):181–200

    Article  Google Scholar 

  35. Stahl F (2013) High quality information provisioning and data pricing. In: ICDE Workshops, IEEE Computer Society, pp 290–293

  36. Stahl F (2015) High-Quality Web Information Provisioning and Quality-Based Data Pricing. PhD thesis, Westfälische Wilhelms-Universität Münster

  37. Stahl F, Löser A, Vossen G (2015) Preismodelle für Datenmarktplätze. Informatik-Spektrum 38(2):133–141

    Article  Google Scholar 

  38. Stahl F, Schomm F, Vomfell L, Vossen G (2015) Marketplaces for Digital Data: Quo Vadis?, Technical Report 24

  39. Stahl F, Schomm F, Vossen G (2014) The Data Marketplace Survey Revisited. In: Proceedings of the 11th Baltic DB & ISSpr, Tallinn University of Technology Press, pp 135–146

  40. Stahl F, Vossen G (2015) Data Quality Adjustments for Pricing on Data Marketplaces. In: LWA, vol 1458 of CEUR Workshop Proceedings, CEUR-WS.org, pp 419–421

  41. Stahl F, Vossen G (2016) Data Quality Scores for Pricing on Data Marketplaces. In: Intelligent Information and Database Systems, vol 9621 of Lecture Notes in Artificial Intelligence, Springer, pp 215–224

  42. Syrgkanis V, Gehrke J (2015) Pricing Queries Approximately Optimally. CoRR, abs/1508.05347

  43. Tang R (2014) On the Quality and Price of Data. PhD thesis, National University of Singapore

  44. Tang R, Amarilli A, Senellart P, Bressan S (2014) Get a Sample for a Discount. In: DEXA 2014, Munich, Germany, 1–4 September 2014. Proceedings, Part I, pp 20–34

  45. Tang R, Shao D, Bressan S, Valduriez P (2013) What You Pay For Is What You Get. In: DEXA 2013, Prague, Czech Republic, 26–29 August 2013. Proceedings, Part II, pp 395–409

  46. Tang R, Wu H, Bao Z, Bressan S, Valduriez P (2013) The Price Is Right. In: DEXA 2013, Prague, Czech Republic, 26–29 August 2013. Proceedings, Part II, pp 380–394

  47. Truong H, Comerio M, Paoli F, Gangadharan GR, Dustdar S (2012) Data contracts for cloud-based data marketplaces. IJCSE 7(4):280–295

    Article  Google Scholar 

  48. Vomfell L, Stahl F, Schomm F, Vossen G (2015) A Classification Framework for Data Marketplaces. Technical Report 23

  49. Wang RY, Strong DM (1996) Beyond accuracy: what data quality means to data consumers. J Manage Inform Syst 12(4):5–34

    Article  Google Scholar 

  50. Wehinger F (2011) The Dark Net: Self-Regulation Dynamics of Illegal Online Markets for Identities and Related Services. In: European Intelligence and Security Informatics Conference (EISIC), 2011, pp 209–213

Download references

Author information

Authors and Affiliations

  1. WWU Münster, ERCIS, Leonardo-Campus 3, 48149, Münster, Deutschland

    Juliane Lange, Florian Stahl & Gottfried Vossen

Authors
  1. Juliane Lange
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Florian Stahl
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Gottfried Vossen
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Florian Stahl.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lange, J., Stahl, F. & Vossen, G. Datenmarktplätze in verschiedenen Forschungsdisziplinen: Eine Übersicht. Informatik Spektrum 41, 170–180 (2018). https://doi.org/10.1007/s00287-017-1044-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00287-017-1044-3

Search

Navigation