Skip to main content

Checking the Reliability of Information Sources in Recommendation Based Trust Decision Making

  • Conference paper
  • First Online:
PRIMA 2015: Principles and Practice of Multi-Agent Systems (PRIMA 2015)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9387))

Abstract

Trust is one of the measures commonly used to evaluate the effectiveness of agents in cooperative societies. For building trust of a specific target, agents utilize their direct experiences and recommendations from agents who had mutual experience with the target. Some agents may provide false data due to misjudgment. Some others may have biased or extreme behavior toward evaluating others. Having the possibility of false data necessitate the existence of reliability checking mechanisms in building trust. This research focuses on showing the effect of reliability checking mechanisms on recommendation-based trust decision making.

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 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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. Ahmadi, K.: Decision Making Using Trust and Risk in Self-Adaptive Agent Organizati by Kamilia Ahmadi. Master’s thesis, Utah State University, April 2014. http://digitalcommons.usu.edu/etd/2159/

  2. Ahmadi, K., Allan, V.H.: Efficient self adapting agent organizations. In: Proceedings of the 5th International Conference on Agents and Artificial Intelligence, pp. 294–303. SciTePress - Science and Technology Publications (2013). http://dx.doi.org/10.5220/0004261902940303

  3. Burnett, C.: Trust Assessment and Decision-Making in Dynamic Multi-Agent Systems (2011). http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.303.3137

  4. Crosby, T.: How to Detect and Handle Outliers. Technometrics 36(3), 315–316 (1994). http://dx.doi.org/10.1080/00401706.1994.10485810

    Article  MathSciNet  Google Scholar 

  5. Falconem, R., Sapienza, A., Castelfranchi, C.: Trusting information sources through their categories. In: Demazeau, Y., Decker, K.S., Bajo Pérez, J., De la Prieta, F. (eds.) PAAMS 2015. LNCS, vol. 9086, pp. 80–92. Springer, Heidelberg (2015)

    Chapter  Google Scholar 

  6. Gershenson, C.: Artificial Societies of Intelligent Agents. Social Science Research Network Working Paper Series, May 2003. http://ssrn.com/abstract=371641

  7. Ghaffarizadeh, A., Allan, V.H.: History Based Coalition Formation in Hedonic Context Using Trust. International Journal of Artificial Intelligence & Applications 4(4), 1–8 (2013). http://dx.doi.org/10.5121/ijaia.2013.4401

    Article  Google Scholar 

  8. Grandison, T., Sloman, M.: A Survey of Trust in Internet Applications. Commun. Surveys Tuts. 3(4), 2–16 (2000). http://dx.doi.org/10.1109/comst.2000.5340804

    Article  Google Scholar 

  9. Jøsang, A., Golbeck, J.: Challenges for robust trust and reputation systems. In: 5th International Workshop on Security and Trust Management (STM 2009), Saint (2009). http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.460.8885

  10. Jøsang, A., Guo, G., Pini, M.S., Santini, F., Xu, Y.: Combining recommender and reputation systems to produce better online advice. In: Torra, V., Narukawa, Y., Navarro-Arribas, G., Megías, D. (eds.) MDAI 2013. LNCS, vol. 8234, pp. 126–138. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  11. Koster, A., Schorlemmer, M., Sabater-Mir, J.: Opening the black box of trust: reasoning about trust models in a BDI agent. Journal of Logic and Computation 23(1), exs003–58 (2012). http://dx.doi.org/10.1093/logcom/exs003

    MathSciNet  Google Scholar 

  12. Traub, M., Kaminka, G.A., Agmon, N.: Who goes there?: selecting a robot to reach a goal using social regret. In: The 10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, vol. 1, pp. 91–98. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC (2011). http://portal.acm.org/citation.cfm?id=2030484

  13. Venanzi, M., Rogers, A., Jennings, N.R.: Trust-based fusion of untrustworthy information in crowdsourcing Applications. In: Proceedings of the 2013 International Conference on Autonomous Agents and Multi-agent Systems, AAMAS 2013, pp. 829–836. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC (2013). http://portal.acm.org/citation.cfm?id=2485052

  14. Whitby, A., JÃsang, A., Indulska, J.: Filtering Out Unfair Ratings in Bayesian Reputation Systems (2004). http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.1789

  15. Wooldridge, M.: An Introduction to MultiAgent Systems. Wiley Publishing, 2nd edn. (2009). http://portal.acm.org/citation.cfm?id=1695886

  16. Zhang, J., Şensoy, M., Cohen, R.: A detailed comparison of probabilistic approaches for coping with unfair ratings in trust and reputation systems. In: Sixth Annual Conference on Privacy, Security and Trust, pp. 189–200. IEEE, October 2008. http://dx.doi.org/10.1109/pst.2008.16

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kamilia Ahmadi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Ahmadi, K., Allan, V.H. (2015). Checking the Reliability of Information Sources in Recommendation Based Trust Decision Making. In: Chen, Q., Torroni, P., Villata, S., Hsu, J., Omicini, A. (eds) PRIMA 2015: Principles and Practice of Multi-Agent Systems. PRIMA 2015. Lecture Notes in Computer Science(), vol 9387. Springer, Cham. https://doi.org/10.1007/978-3-319-25524-8_23

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-25524-8_23

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-25523-1

  • Online ISBN: 978-3-319-25524-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics