Utilizing Dynamics Patterns of Trust for Recommendation System
- Authors
- Hoang Long Nguyen; Jung, Jason J.
- Issue Date
- Aug-2017
- Publisher
- IEEE
- Keywords
- Trust; Dynamics Patterns of Trust; Trust-based Recommendation System
- Citation
- 2017 13TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS (IE 2017), v.2017-January, pp 108 - 113
- Pages
- 6
- Journal Title
- 2017 13TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS (IE 2017)
- Volume
- 2017-January
- Start Page
- 108
- End Page
- 113
- URI
- https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/56541
- DOI
- 10.1109/IE.2017.15
- ISSN
- 2469-8792
- Abstract
- Our trust always changes due to various conditions. We call it dynamics of trust. Researching about the change of trust is a necessary task because it could be applied into diverse applications such as trust-based recommendation systems. In this paper, our target is to i) propose a general definition of trust, ii) define temporal and spatial patterns for representing how trust changes. They can be used as the output of trust-based recommendation systems, and iii) proving the effectiveness of our proposition on a case study between a Twitter user and a restaurant. Moreover, this research could be applied to various areas (e.g., e-leaning environment and search system).
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