Abstract
Recommendation systems have taken the turn of the new uses of the Internet, with the emergence of trust-based recommendation systems. These use trust relationships between users to predict ratings based on experiences and feedback. To obtain these ratings, many computational models have been developed to help users make decisions, and to improve interactions between different users within a system. Hence, choosing the appropriate model is challenging. To address this issue, we propose a two-step approach that, first, allows the user to define the requirements of his/her target system and, then, guides him/her to select the most appropriate computational model for his/her application according to the defined requirements.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abdel-Hafez, A., Xu, Y., JĆøsang, A.: A normal-distribution based rating aggregation method for generating product reputations. In: Web Intelligence, vol. 13, no. 1, pp. 43ā51. IOS Press, January 2015
Acampora, G., Alghazzawi, D., Hagras, H., Vitiello, A.: An interval type-2 fuzzy logic based framework for reputation management in Peer-to-Peer e-commerce. Inf. Sci. 333, 88ā107 (2016)
Ashtiani, M., Azgomi, M.A.: A formulation of computational trust based on quantum decision theory. Inf. Syst. Front. 18(4), 735ā764 (2015). https://doi.org/10.1007/s10796-015-9555-4
Ashtiani, M., Azgomi, M.A.: A hesitant fuzzy model of computational trust considering hesitancy, vagueness and uncertainty. Appl. Soft Comput. 42, 18ā37 (2016)
Braga, D.D.S., Niemann, M., Hellingrath, B., Neto, F.B.D.L.: Survey on computational trust and reputation models. ACM Comput. Surv. (CSUR) 51(5), 1ā40 (2018)
Gambetta, D.: Can We Trust Trust. Trust Making and Breaking Cooperative Relations, vol. 13, pp. 213ā237 (2000)
Guttentag, D. Progress on Airbnb: a literature review. J. Hosp. Tour. Technol. (2019)
Josang, A., Ismail, R.: The beta reputation system. In: Proceedings of the 15th Bled Electronic Commerce Conference, vol. 5, pp. 2502ā2511 (2002)
Kamvar, S.D., Schlosser, M.T., Garcia-Molina, H.: The eigentrust algorithm for reputation management in P2P networks. In: Proceedings of the 12th International Conference on World Wide Web, pp. 640ā651 (2003)
Limbourg, Q., Vanderdonckt, J.: Comparing task models for user interface design. In: The Handbook of Task Analysis for Human-Computer Interaction, vol. 6, pp. 135ā154 (2004)
Lin, H., Hu, J., Huang, C., Xu, L., Wu, B.: Secure cooperative spectrum sensing and allocation in distributed cognitive radio networks. Int. J. Distrib. Sens. Netw. 11(10), 674591 (2015)
Oram, A.: Peer-to-Peer: Harnessing the Power of Disruptive Technologies. OāReilly Media, Inc., Sebastopol (2001)
Shaheen, S., Stocker, A., Mundler, M.: Online and app-based carpooling in france: analyzing users and practicesāa study of BlaBlaCar. In: Meyer, G., Shaheen, S. (eds.) Disrupting Mobility. LNM, pp. 181ā196. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-51602-8_12
Å koriÄ, B., de Hoogh, S.J.A., Zannone, N.: Flow-based reputation with uncertainty: evidence-based subjective logic. Int. J. Inf. Secur. 15(4), 381ā402 (2015). https://doi.org/10.1007/s10207-015-0298-5
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
Ā© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Sellami, C., Baron, M., Jean, S., Bechchi, M., Hadjali, A., Chabot, D. (2022). Trust Model Recommendation Driven by Application Requirements. In: Guizzardi, R., RalytƩ, J., Franch, X. (eds) Research Challenges in Information Science. RCIS 2022. Lecture Notes in Business Information Processing, vol 446. Springer, Cham. https://doi.org/10.1007/978-3-031-05760-1_45
Download citation
DOI: https://doi.org/10.1007/978-3-031-05760-1_45
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-05759-5
Online ISBN: 978-3-031-05760-1
eBook Packages: Computer ScienceComputer Science (R0)