Paper Info
Title
Exploring Recommendations For Circular Supply Chain Management Through Interactive Visualisation
Abstract
The new era of circular supply chain management (CSCM) produces a new complex decision area for process managers. Part of it can be attributed to green procurement, in which a large number of potential ideas need to be reviewed that can sustain business. Such a large amount of data can quickly lead to information overload, especially without the presence of appropriate decision support tools. While there exists a range of visualisation methods that can aid the exploration of recommendations, there is a lack of studies that illustrate how these exploration techniques can facilitate the identification of CSCM activities. This paper showcases a study on how to ease the identification of new sustainable business opportunities through visual data exploration. Following the design science methodology, we have designed and evaluated a recommender system prototype (the IS Identification App) that supports sector-based identification of industrial symbiosis. The interactive visualisation enhances users with more control over recommendations and makes the recommendation process more transparent. Our case study results indicate that the interactive visualisation technique is a viable, fast and effective approach for exploring recommendations that increase the sustainability of the supply chain.
Year
DOI
Venue
2021
10.1016/j.dss.2020.113431
DECISION SUPPORT SYSTEMS
Keywords
DocType
Volume
Circular supply chain management, Circular economy, Industrial symbiosis, Recommender systems, Exploration, Set visualisation
Journal
140
ISSN
Citations 
PageRank 
0167-9236
0
0.34
References 
Authors
0
5
Name
Order
Citations
PageRank
Guido van Capelleveen162.20
Jesse van Wieren200.34
chintan amrit316019.11
Devrim Murat Yazan434.12
W. Henk Zijm564.55