A Knowledge-based business model for small series fashion products by integrating customized innovative services in big data environment (Fashion Big Data Business Model)

Livrables

Mid Term Workshop in Milan
Project Website and Social Networks
Communication KIT: Logo, Presentation, Press release, Poster and Leaflet
Final Workshop
Project Video

Business Pilot Benchmarking
Report on data-based services
LCA Report
Report including market analysis, stakeholder analysis, survey results, supplier selection criteria list
Definition of consumer data requirements

Interfaces designed and developed for B2C and B2B gateways
Optimized FBD_BModel digital platform

Optimized FBD_BModel digital platform

Integrated FBD_BModel digital platform
Digital visualizations of products designed and developed

Publications

A data-driven intelligent approach for generating garment ease using factor analysis-based multilayer perceptron neural networks

Auteurs: Z. Wang, J. Wang, Y. Xing, X. Zeng, P. Bruniaux, C. Chi and M. Zhang
Publié dans: FLINS2020 – The 14th International FLINS Conference on Development of Artificial Intelligence Technology, 2020
Éditeur: World Scientific

From big data mining to building of innovative business models in classical industries: a case study of fashion/textile supply chain

Auteurs: X. Zeng
Publié dans: ISSAT International Conference on Data Science in Business, Finance and Industry, 2019
Éditeur: University of Da Nang

Supplier Prediction in Fashion Industry Using Data Mining Technology

Auteurs: N. Harale, S. Thomassey, X. Zeng
Publié dans: IESM2019 – Internationl Conference on Industrial Engineering and Systems Management, 2019
Éditeur: University of Paris-Est

Supplier selection in data-driven fashion industry by using MCDM methods

Auteurs: N. Harale, S. Thomassey, X. Zeng
Publié dans: 25th International Conference on Multiple Criteria Decision Making, 2019
Éditeur: Istanbul Technical University

Garment fashion recommendation system for customized garment

Auteurs: S. Sharma, L. Koehl, P. Bruniaux, X. Zeng
Publié dans: IESM2019 – Internationl Conference on Industrial Engineering and Systems Management, 2019
Éditeur: University of Paris-Est

Customized garment fashion recommendation system using data mining techniques

Auteurs: S. Sharma, L. Koehl, P. Bruniaux, X. Zeng
Publié dans: CSEIT 2019 – 6th International Conference on Computer Science, Engineering and Information Technology, 2019
Éditeur: International Journal of Business Information Systems Strategies (IJBISS)

Parametric design of garment pattern based on body dimensions

Auteurs: Kaixuan Liu, Chun Zhu, Xuyuan Tao, Pascal Bruniaux, Xianyi Zeng
Publié dans: International Journal of Industrial Ergonomics, Numéro 72, 2019, Page(s) 212-221, ISSN 0169-8141
Éditeur: Elsevier BV
DOI: 10.1016/j.ergon.2019.05.012

Prediction of garment fit level in 3D virtual environment based on artificial neural networks

Auteurs: Zhujun Wang, Jianping Wang, Xianyi Zeng, Shukla Sharma, Yingmei Xing, Shuo Xu, Li Liu
Publié dans: Textile Research Journal, 2021, Page(s) 004051752098752, ISSN 0040-5175
Éditeur: SAGE Publications
DOI: 10.1177/0040517520987520

An interactive knowledge-based recommender system for fashion product design in the big data environment

Auteurs: Min Dong, Xianyi Zeng, Ludovic Koehl, Junjie Zhang
Publié dans: Information Sciences, Numéro 540, 2020, Page(s) 469-488, ISSN 0020-0255
Éditeur: Elsevier BV
DOI: 10.1016/j.ins.2020.05.094

Implementation of a garment and fashion interactive design system towards co-design platform shared with consumers designers and manufacturers Implementation of a garment and fashion interactive design system towards co-design platform shared with consumers designers and manufacturers

Auteurs: S. Sharma
Publié dans: Doctoral thesis at Centrale Lille, 2020
Éditeur: Centrale Lille

Development of the Supply Chain and Production Management System (SCPMS) for small series garments and textile products

Auteurs: N. Harale
Publié dans: Doctoral thesis at Centrale Lille, 2020
Éditeur: Centrale Lille

Neue Szenarien der Wertschöpfung für Geschäftsmodelle in der Textilwirtschaft

Auteurs: Marcus Winkler, Dieter Stellmach, Meike Tilebein
Publié dans: Logistik im Wandel der Zeit – Von der Produktionssteuerung zu vernetzten Supply Chains - Festschrift für Wolfgang Kersten zum 60. Geburtstag, Numéro 01.04.2019, 2019, Page(s) 601-626, ISBN 978-3-658-25411-7
Éditeur: Springer Fachmedien Wiesbaden
DOI: 10.1007/978-3-658-25412-4_28

Supply network configuration for small series, high-cost production: Exploring the European textile and apparel industry context

Auteurs: Sara Harper
Publié dans: Skrifter från Högskolan i Borås, ISSN 0280-381X, 2020
Éditeur: Swedish School of Textiles, University of Borås

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