Enhanced Community Detection Based On Cross Time For Higher Visibility In Supply Chain: A Six-Steps Model Framework

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

Enhancing Safety: the Challenge of Foresight

We live in a world where advancement in technology coupled with human’s creative and innovative mind has led to the design of safer and better performing infrastructures (nuclear power plants, chemical process plants, high speed trains, spaceplanes, etc.), which are necessary for modern society. However, due to the interconnected socio-economic and technological landscape that is rapidly evolving, safety continues to have many new challenges (known unknowns, unknown unknowns) that add onto changed variants of the old challenges (e.g. modified knowns). Additionally, governance and legislation can be slow to catch up with this dynamic pace of change. At times, overregulation can occur, resulting in a significant resource investment towards compliance for existing infrastructure operators or for aspiring start-ups that would like to enter the market, but end up struggling or even abandoning the sector. Inspired by this background, the European Safety and Reliability Data Association’s Foresight in Safety Project Group prepared the 53rd ESReDA seminar with a purpose to launch an open dialogue with stakeholders in the safety arena. Thus, by providing an open forum where experiences in foresight in safety approaches from different sectors could be shared, cross-fertilisation of ideas, such as how foresight could be mainstreamed into safety practice in a more consistent manner, could be discussed. The project group will build on this rich compendium of experiences in its future endeavours.JRC.E.7-Knowledge for Security and Migratio