Self-organized Population Segmentation for Geosocial Network Neighborhood
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 9
Abstract
Geosocial network neighborhood application allows user to share information and communicate with other people within a virtual neighborhood or community. A large and crowded neighbourhood will degrade social quality within the community. Therefore, optimal population segmentation is an essential part in a geosocial network neighborhood, to specify access rights and privileges to resources, and increase social connectivity. In this paper, we propose an extension of the density-based clustering method to allow self-organized segmentation for neighbourhood boundaries in a geosocial network. The objective of this paper is two-fold: First, to improve the distance calculation in population segmentation in a geosocial network neighbourhood. Second, to implement self-organized population segmentation algorithms using threshold value and Dunbar number. The effectiveness of the proposed algorithms is evaluated via experimental scenarios using GPS data. The proposed algorithms show improvement in segmenting large group size of cluster into smaller group size of cluster to maintain the stability of social relationship in the neighbourhood.
Authors and Affiliations
Low Shen Loong, Syarulnaziah Anawar, Zakiah Ayop, Mohd Rizuan Baharon, Erman Hamid
Keywords
Related Articles
- EP ID EP393890
- DOI 10.14569/IJACSA.2018.090931
- Views 78
- Downloads 0
Pattern Recognition Approach in Multidimensional Databases: Application to the Global Terrorism Database
This paper presents a pattern recognition approach in multidimensional databases. The approach is based on a clustering method using the distance measurement between a reference profile and the database observations. Two...
Integrated Framework to Study Efficient Spectral Estimation Techniques for Assessing Spectral Efficiency Analysis
The advanced network applications enable software driven spectral analysis of non-stationary signal or processes which precisely involves domain analysis with the purpose of decomposing a complex signal coefficients into...
A New Healthcare Context Information: The Social Context
During the treatment process, medical institutes collect context information about their patients and store it in their healthcare systems. The collected information describes the measurable, risk, or medication informat...
Investigating Saudi Parents’ Intention to Adopt Technical Mediation Tools to Regulate Children’s Internet Usage
The adverse and harmful effects of Internet on young children have become a global concern. Parents tend to use different strategies to ensure their children’s online safety. Many studies have suggested that parental med...
A CONCEPT-TO-PRODUCT KNOWLEDGE MANAGEMENT FRAMEWORK: TOWARDS A CLOUD-BASED ENTERPRISE 2.0 ENVIRONMENT AT A MULTINATIONAL CORPORATION IN PENANG
Knowledge management initiatives of a multinational corporation in Penang are currently deployed via its enterprise-wide portal and Intranet. To improve knowledge management initiatives from its current strength, efforts...