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Data Quality Scores for Pricing on Data Marketplaces

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Intelligent Information and Database Systems (ACIIDS 2016)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9621))

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Abstract

Data and data-related services are increasingly being traded on data marketplaces. However, value attribution of data is still not well-understood, in particular when two competing offers are to be compared. This paper discusses the role data quality can play in this context and suggests a weighted quality score that allows for ‘quality for money’ comparisons of different offerings.

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References

  1. Baetge, J., Klönne, H., Weber, C.: Möglichkeiten und Grenzen einer objektivierten Spielerbewertung im Profifußball. In: KoR 12.06, pp. 310–319 (2013)

    Google Scholar 

  2. Balazinska, M., Howe, B., Koutris, P., Suciu, D., Upadhyaya, P.: A discussion on pricing relational data. In: Tannen, V., Wong, L., Libkin, L., Fan, W., Tan, W.-C., Fourman, M. (eds.) Buneman festschrift 2013. LNCS, vol. 8000, pp. 167–173. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

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

    Google Scholar 

  4. Batini, C., Scannapieca, M.: Data Quality: Concepts, Methodologies and Techniques. Data-Centric Systems and Applications. Springer, Heidelberg (2006)

    MATH  Google Scholar 

  5. Chen, Y., Zhu, Q., Wang, N.: Query processing with quality control in the World Wide Web. World Wide Web 1(4), 241–255 (1998)

    Article  Google Scholar 

  6. Muschalle, A., Stahl, F., Löser, A., Vossen, G.: Pricing approaches for data markets. In: Proceedings of the WorkshopBusiness Intelligence for the Real Time Enterprise, Istanbul,Turkey (2012)

    Google Scholar 

  7. Naumann, F.: Quality-Driven Query Answering for Integrated Information Systems. LNCS, vol. 2261, p. 3. Springer, Heidelberg (2002)

    MATH  Google Scholar 

  8. Redman, T.: Data Quality for the Information Age. Artech House Telecommunications Library, Artech House, Boston (1996)

    Google Scholar 

  9. Stahl, F.: High-Quality web information provisioning and quality-based data pricing. Ph.D. thesis. University of Münster (2015)

    Google Scholar 

  10. Stahl, F., Löser, A., Vossen, G.: Preismodelle für Datenmarktplätze”. In: Informatik-Spektrum 37.1 (2014)

    Google Scholar 

  11. Tang, R., Amarilli, A., Senellart, P., Bressan, S.: Get a sample for a discount. In: Decker, H., Lhotská, L., Link, S., Spies, M., Wagner, R.R. (eds.) DEXA 2014, Part I. LNCS, vol. 8644, pp. 20–34. Springer, Heidelberg (2014)

    Google Scholar 

  12. Tang, R., Shao, D., Bressan, S., Valduriez, P.: What you pay for is what you get. In: Decker, H., Lhotská, L., Link, S., Basl, J., Tjoa, A.M. (eds.) DEXA 2013, Part II. LNCS, vol. 8056, pp. 395–409. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  13. Wang, R.Y., Strong, D.M.: Beyond accuracy: what data quality means to data consumers. J. Manage. Inf. Syst. 12(4), 5–33 (1996)

    Article  Google Scholar 

  14. Weikum, G.: Towards guaranteed quality, dependability of information services. In: Buchmann, A.P. (ed.) Datenbanksysteme in Büro, Technik und Wissenschaft, pp. 379–409. Springer Verlag, Heidelberg (1999)

    Chapter  Google Scholar 

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Author information

Authors and Affiliations

  1. ERCIS, Leonardo-Campus 3, 48149, Münster, Germany

    Florian Stahl & Gottfried Vossen

  2. University of Waikato Management School, Private Bag 3105, Hamilton, 3240, New Zealand

    Gottfried Vossen

Authors
  1. Florian Stahl
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  2. Gottfried Vossen
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Corresponding author

Correspondence to Florian Stahl .

Editor information

Editors and Affiliations

  1. Wrocław University of Technology, Wrocław, Poland

    Ngoc Thanh Nguyen

  2. Wrocław University of Technology, Wrocław, Poland

    Bogdan Trawiński

  3. Iwate Prefectural University, Takizawa, Japan

    Hamido Fujita

  4. National University of Kaohsiung, Kaohsiung, Taiwan

    Tzung-Pei Hong

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Stahl, F., Vossen, G. (2016). Data Quality Scores for Pricing on Data Marketplaces. In: Nguyen, N.T., Trawiński, B., Fujita, H., Hong, TP. (eds) Intelligent Information and Database Systems. ACIIDS 2016. Lecture Notes in Computer Science(), vol 9621. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-49381-6_21

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  • DOI: https://doi.org/10.1007/978-3-662-49381-6_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-49380-9

  • Online ISBN: 978-3-662-49381-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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