Skip to main content

Modelling the B2C Marketplace: Evaluation of a Reputation Metric for e-Commerce

  • Conference paper

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 45))

Abstract

This paper evaluates recently developed novel and comprehensive reputation metric designed for the distributed multi-agent reputation system for the Business-to-Consumer (B2C) E-commerce applications. To do that an agent-based simulation framework was implemented which models different types of behaviours in the marketplace. The trustworthiness of different types of providers is investigated to establish whether the simulation models behaviour of B2C e-Commerce systems as they are expected to behave in real life.

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

Buying options

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   109.00
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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. eBay (2008), http://www.ebay.co.uk

  2. Amazon (2008), http://www.amazon.co.uk

  3. Bizrate (2008), http://www.bizrate.co.uk

  4. Resellerratings (2008), http://www.resellerratings.com

  5. Sabater, J., Sierra, C.: Review on computational trust and reputation models. Artificial Intelligence Review 24, 33–60 (2005)

    Article  MATH  Google Scholar 

  6. Josang, A., Ismail, R., Boyd, C.: A survey of trust and reputation systems for online servise provision. Decision Support Systems 43, 618–644 (2007)

    Article  Google Scholar 

  7. Gutowska, A., Bechkoum, K.: A distributed agent-based reputation framework enhancing trust in e-commerce. In: IASTED International Conference on Artificial Intelligence and Soft Computing, IASTED, pp. 92–101 (2007)

    Google Scholar 

  8. Marti, S., Garcia-Molina, H.: Taxonomy of trust: Categorizing p2p reputation systems. Computer Networks 50, 472–484 (2006)

    Article  MATH  Google Scholar 

  9. Lin, K.J., Lu, H., Yu, T., Tai, C.-e.: A reputation and trust management broker framework for web applications. In: IEEE International Conference on e-Technology, e-Commerce and e-Service, Hong Kong, March 29 -April 1, pp. 262–269 (2005)

    Google Scholar 

  10. Bamasak, O., Zhang, A.: A distributed reputation management scheme for mobile agent-based e-commerce applications. In: IEEE International Conference on e-Technology, e-Commerce and e-Service, Hong Kong, March 29 - April 12, pp. 270–275 (2005)

    Google Scholar 

  11. Huynh, T.D., Jennings, N.R., Shadbolt, N.R.: Certified reputation: how an agent can trust a stranger. In: International Conference on Autonomous Agents and Multi-Agent Systems, Hakodate, Japan, May 8-12, pp. 1217–1224 (2006)

    Google Scholar 

  12. Fan, M., Tan, Y., Whinston, A.B.: Evaluation and design of online cooperative feedback mechanism for reputation management. IEEE Transactions on Knowledge and Data Engineering 17, 244–254 (2005)

    Article  Google Scholar 

  13. Zacharia, G., Moukas, A., Maes, P.: Collaborative reputation mechanisms for electronic marketplaces. Decision Support Systems 29, 371–388 (2000)

    Article  Google Scholar 

  14. Cho, J., Kwon, K., Park, Y.: Q-rater: A collaborative reputation system based on source credibility theory. Expert Systems with Applications 36, 3751–3760 (2009)

    Article  Google Scholar 

  15. Ekstrom, M., Bjornsson, H.: A rating system for aec e-bidding that accounts for rater credibility. In: Proceedings of the CIB W65 Symposium, pp. 753–766 (2002)

    Google Scholar 

  16. Gutowska, A.: Research in online trust: Trust taxonomy as a multi-dimensional model (2007)

    Google Scholar 

  17. Gutowska, A., Bechkoum, K.: The issue of online trust and its impact on international curriculum design. In: 3rd China-Europe International Symposium on Software Industry-Oriented Education, pp. 134–140 (2007)

    Google Scholar 

  18. Gutowska, A., Buckley, K.: A computational distributed reputation model for B2C e-commerce. In: IEEE/WIC/ACM International Conference on Intelligent Agent Technology Workshops, pp. 72–76 (2008)

    Google Scholar 

  19. Gutowska, A., Sloane, A., Buckley, K.: On desideratum for B2C e-commerce reputation systems. Journal of Computer Science and Technology. The Special Issue on Trust and Reputation Management in Future Computing Systems and Applications (to appear)

    Google Scholar 

  20. Rein, G.L.: Reputation information systems: A reference model. In: Annual Hawaii International Conference on System Sciences, p. 26a (2005)

    Google Scholar 

  21. Best, R., Corney, K., Hawkins, D.: Consumer Behavior: Building Marketing Strategy. McGraw-Hill, Irwin (2003)

    Google Scholar 

  22. Schlosser, A.: Reputation system simulator documentation (2004), http://www.inferenzsysteme.informatik.tu-darmstadt.de/users/schlosse

  23. Michalakopoulos, M., Fasli, M.: On different trust attitudes and their effects on the electronic marketplace. In: IEEE/WIC/ACM International Conference on Intelligent Agent Technology, pp. 102–108 (2005)

    Google Scholar 

  24. Schlosser, A., Voss, M., Brckner, L.: On the simulation of global reputation systems. Journal of Artificial Societies and Social Simulation 9, 4 (2005), ISSN: 1460-7425

    Google Scholar 

  25. Shneiderman, B.: Designing trust into online experiences. Communication of the ACM 43, 57–59 (2000)

    Article  Google Scholar 

  26. Cheney, W., Kincaid, D.: Numerical Mathematics and Computing, 4th edn. International Thomson Publishing (1998)

    Google Scholar 

  27. Gutowska, A., Buckley, K.: Computing reputation metric in multi-agent e-commerce reputation system. In: IEEE International Conference on Distributed Computing Systems Workshops, pp. 255–260. IEEE, Los Alamitos (2008)

    Chapter  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

Gutowska, A., Sloane, A. (2010). Modelling the B2C Marketplace: Evaluation of a Reputation Metric for e-Commerce. In: Cordeiro, J., Filipe, J. (eds) Web Information Systems and Technologies. WEBIST 2009. Lecture Notes in Business Information Processing, vol 45. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12436-5_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-12436-5_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-12435-8

  • Online ISBN: 978-3-642-12436-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics