Skip to main content

FOLCOM or the Costs of Tagging

  • Conference paper
Knowledge Engineering and Management by the Masses (EKAW 2010)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6317))

Abstract

This paper introduces FOLCOM, a FOLksonomy Cost estimatiOn Method that uses a story-points-approach to quantitatively assess the efforts that are cumulatively associated with tagging a collection of information objects by a community of users. The method was evaluated through individual, face-to-face structured interviews with eight knowledge management experts from several large ICT enterprises interested in either adopting tagging internally as a knowledge management solution, or just in tangible evidence of its added value. As a second theme of our evaluation, we calibrated the parameters of the method based on data collected from a series of six user experiments, reaching a promising prediction accuracy within a margin of ±25% in 75% of the cases.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bürger, T., Popov, I., Simperl, E., Hofer, C., Imtiaz, A., Krenge, J.: Calibrated predictive model for costs and benefits. Deliverable D4.1.2, ACTIVE (February 2010)

    Google Scholar 

  2. Cohen, P.R., Chaudhri, V.K., Pease, A., Schrag, R.: Does prior knowledge facilitate the development of knowledge-based systems? In: AAAI/IAAI, pp. 221–226 (1999)

    Google Scholar 

  3. Cohn, M.: User Stories Applied For Agile Software Development. Addison-Wesley, Reading (2004)

    Google Scholar 

  4. Cohn, M.: Agile Estimating and Planning. Robert C. Martin Series. Prentice Hall PTR, Englewood Cliffs (November 2005)

    Google Scholar 

  5. Cohn, M.: Agile Estimation and Planning. Prentice-Hall, Englewood Cliffs (2005)

    Google Scholar 

  6. Cook, N.: Enterprise 2.0: How Social Software Will Change the Future of Work. Gower Publishing Ltd. (2008)

    Google Scholar 

  7. Felfernig, A.: Effort estimation for knowledge-based configuration systems. In: Proc. of the 16th Int. Conf. of Software Engineering and Knowledge Engineering SEKE 2004 (2004)

    Google Scholar 

  8. Heymann, P., Garcia-Molina, H.H.: Collaborative creation of communal hierarchical taxonomies in social tagging systems. Technical Report 2006-10, Stanford InfoLab (2006)

    Google Scholar 

  9. Hong, L., Chi, E., Budiu, R., Pirolli, P., Nelson, L.: Spartag.us: a low cost tagging system for foraging of web content, pp. 65–72. ACM, New York (2008)

    Google Scholar 

  10. Linstone, H.A., Turoff, M.: The Delphi Method: Techniques and Applications. Addison-Wesley Educational Publishers Inc., Reading (1975)

    MATH  Google Scholar 

  11. Martin, R.C.: Agile Software Development. Principles, Patterns, and Practices. Prentice-Hall, Englewood Cliffs (2002)

    Google Scholar 

  12. McConnell, S.: Software Estimation: Demystifying the Black Art (Best Practices (Microsoft)). Microsoft Press, Redmond (2006)

    Google Scholar 

  13. McKinsey. Building the web 2.0 enterprise: Mckinsey global survey results (July 2008)

    Google Scholar 

  14. Morrison, J.: Tagging and searching: Search retrieval effectiveness of folksonomies on the world wide web. Information Processing & Management 44(4), 1562–1579 (2008)

    Article  MathSciNet  Google Scholar 

  15. Lavanya, R., Chandrasekaran, S., Kanchana, V.: Multi-criteria approach for agile software cost estimation model. In: Proceedings of the International Conference on Global Manufacturing and Innovation in Engineering, GMICIT (2006)

    Google Scholar 

  16. Simperl, E., Popov, I., Bürger, T.: ONTOCOM Revisited: Towards Accurate Cost Predictions for Ontology Development Projects. In: Aroyo, L., Traverso, P., Ciravegna, F., Cimiano, P., Heath, T., Hyvönen, E., Mizoguchi, R., Oren, E., Sabou, M., Simperl, E. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 248–262. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  17. Simperl, E., Tempich, C., Sure, Y.: ONTOCOM: A Cost Estimation Model for Ontology Engineering. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 625–639. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  18. Steindl, C., Krogdahl, P.: Estimation in agile projects. Presentation at IBM Academy of Technology Best Practices in Project Estimation Conference (2005)

    Google Scholar 

  19. Stellman, A., Greene, J.: Agile Software Project Management. O’Reilly, Sebastopol (2005)

    Google Scholar 

  20. Van Damme, C., Coenen, T., Vandijck, E.: Turning a corporate folksonomy into a lightweight corporate ontology. In: Proceedings of the 11th International Conference on Business Information Systems, BIS 2008 (2008)

    Google Scholar 

  21. Völkel, M., Abecker, A.: Cost-benefit analysis for the design of personal knowledge management systems. In: Proceedings of 10th International Conference on Enterprise Information Systems (ICEIS 2008), pp. 95–105 (2008)

    Google Scholar 

  22. Wolff, F., Oberle, D., Lamparter, S., Staab, S.: Economic reflections on managing web service using semantics. In: EMISA, pp. 194–207 (2005)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Simperl, E., Bürger, T., Hofer, C. (2010). FOLCOM or the Costs of Tagging. In: Cimiano, P., Pinto, H.S. (eds) Knowledge Engineering and Management by the Masses. EKAW 2010. Lecture Notes in Computer Science(), vol 6317. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16438-5_12

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-16438-5_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16437-8

  • Online ISBN: 978-3-642-16438-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics