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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
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)
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)
Cohn, M.: User Stories Applied For Agile Software Development. Addison-Wesley, Reading (2004)
Cohn, M.: Agile Estimating and Planning. Robert C. Martin Series. Prentice Hall PTR, Englewood Cliffs (November 2005)
Cohn, M.: Agile Estimation and Planning. Prentice-Hall, Englewood Cliffs (2005)
Cook, N.: Enterprise 2.0: How Social Software Will Change the Future of Work. Gower Publishing Ltd. (2008)
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)
Heymann, P., Garcia-Molina, H.H.: Collaborative creation of communal hierarchical taxonomies in social tagging systems. Technical Report 2006-10, Stanford InfoLab (2006)
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)
Linstone, H.A., Turoff, M.: The Delphi Method: Techniques and Applications. Addison-Wesley Educational Publishers Inc., Reading (1975)
Martin, R.C.: Agile Software Development. Principles, Patterns, and Practices. Prentice-Hall, Englewood Cliffs (2002)
McConnell, S.: Software Estimation: Demystifying the Black Art (Best Practices (Microsoft)). Microsoft Press, Redmond (2006)
McKinsey. Building the web 2.0 enterprise: Mckinsey global survey results (July 2008)
Morrison, J.: Tagging and searching: Search retrieval effectiveness of folksonomies on the world wide web. Information Processing & Management 44(4), 1562–1579 (2008)
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)
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)
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)
Steindl, C., Krogdahl, P.: Estimation in agile projects. Presentation at IBM Academy of Technology Best Practices in Project Estimation Conference (2005)
Stellman, A., Greene, J.: Agile Software Project Management. O’Reilly, Sebastopol (2005)
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)
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)
Wolff, F., Oberle, D., Lamparter, S., Staab, S.: Economic reflections on managing web service using semantics. In: EMISA, pp. 194–207 (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights 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)