Subjective Logic-Based Model to Consider Uncertainty in Information Diffusion

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Taghizadeh Naderi Pooria; TAGHIYAREH FATTANEH

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2021 | Issue:7

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Title

Subjective Logic-Based Model to Consider Uncertainty in Information Diffusion

Author(s)

Taghizadeh Naderi Pooria | TAGHIYAREH FATTANEH

Keywords

Information Diffusion

Information Cascade

Subjective Logic

Uncertainty

Abstract

Information Diffusion is attracting considerable interest due to the growth of social media. The correct model of this process helps predict the acceptance of a product or idea in societies and makes us understand what features could boost information spreads in the networks. We intend this to be a reason for testing the effect of users' Uncertainty about the information on the diffusion process. In an attempt to add Uncertainty to prior models, we used Subjective Logic, which enabled us to model different types of users. We achieved that the speed of Information Diffusion is correlated with a level of users' Uncertainty. The upshot of this is the possibility that we could propagate a piece of information throw the network faster if we reduced the users' Uncertainty.

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APA: Copy

Taghizadeh Naderi, Pooria, & TAGHIYAREH, FATTANEH. (2021). Subjective Logic-Based Model to Consider Uncertainty in Information Diffusion. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/949439/en

Vancouver: Copy

Taghizadeh Naderi Pooria, TAGHIYAREH FATTANEH. Subjective Logic-Based Model to Consider Uncertainty in Information Diffusion. 2021. Available from: https://sid.ir/paper/949439/en

IEEE: Copy

Pooria Taghizadeh Naderi, and FATTANEH TAGHIYAREH, “Subjective Logic-Based Model to Consider Uncertainty in Information Diffusion,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2021, [Online]. Available: https://sid.ir/paper/949439/en

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