Open AccessEnhanced Community Detection Based on Cross Time for Higher Visibility In Supply Chain: A Six-Steps Model Framework
Author(s) -
Zuraida Abal Abas,
Nurul Hafizah Mohd Zaki,
Siti Azirah Asmai,
Ahmad Fadzli Nizam Abdul,
Zaheera Zainal Abidin
Publication year - 2019
Publication title -
international journal of innovative technology and exploring engineering
Language(s) - English
Resource type - Journals
ISSN - 2278-3075
DOI - 10.35940/ijitee.a4019.119119
Subject(s) - supply chain , computer science , analytics , supply chain network , merge (version control) , data mining , visibility , visibility graph , graph , real time computing , supply chain management , theoretical computer science , business , mathematics , physics , geometry , marketing , information retrieval , regular polygon , optics
Increasing the visibility in supply chain network had decrease the risk in industries. However, the current Cross-Time approach for temporal community detection algorithm in the visibility has fix number of communities and lack of operation such as split or merge. Therefore, improving temporal community detection algorithm to represent the relationship in supply chain network for higher visibility is significant. This paper proposed six steps model framework that aim: (1) To construct the nodes and vertices for temporal graph representing the relationship in supply chain network; (2) To propose an enhanced temporal community detection algorithm in graph analytics based on Cross-time approach and (3) To evaluate the enhanced temporal community detection algorithm in graph analytics for representing relationship in supply chain network based on external and internal quality analysis. The proposed framework utilizes the Cross-Time approach for enhancing temporal community detection algorithm. The expected result shows that the Enhanced Temporal Community Detection Algorithm based on Cross Time approach for higher visibility in supply chain network is the major finding when implementing this proposed framework. The impact advances industrialization through efficient supply chain in industry leading to urbanization.