Artificial Intelligence for Fashion Industry in the Big Data Era [[electronic resource] /] / edited by Sébastien Thomassey, Xianyi Zeng
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| Titolo: |
Artificial Intelligence for Fashion Industry in the Big Data Era [[electronic resource] /] / edited by Sébastien Thomassey, Xianyi Zeng
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (288 pages) |
| Disciplina: | 687.0285 |
| Soggetto topico: | Market research |
| Textile industry | |
| Artificial intelligence | |
| Market Research/Competitive Intelligence | |
| Textile Engineering | |
| Artificial Intelligence | |
| Persona (resp. second.): | ThomasseySébastien |
| ZengXianyi | |
| Nota di contenuto: | AI based fashion sales forecasting methods in big data era -- Enhanced Predictive Models for Purchasing in the Fashion Field by Applying Regression Trees Equipped with Ordinal Logistic Regression -- A Data Mining Based Framework for Multi-Item Markdown Optimization -- Social Media Analytics for decision support in Fashion Buying Processes -- Review of Artificial Intelligence Applications in Garment Manufacturing -- AI for Apparel Manufacturing in Big Data Era: A Focus on Cutting and Sewing -- A Discrete Event Simulation Model with Genetic Algorithm Optimization for Customized Textile Production Scheduling -- An intelligent fashion replenishment system based on data analytics and expert judgement -- Blockchain based secured traceability system for textile and clothing supply chain -- Artificial intelligence applied to multisensory studies of textile products -- Evaluation of Fashion Design Using Artificial Intelligence Tools -- Garment wearing comfort analysis using data mining technology -- Garment fit evaluation using machine learning technology. |
| Sommario/riassunto: | This book provides an overview of current issues and challenges in the fashion industry and an update on data-driven artificial intelligence (AI) techniques and their potential implementation in response to those challenges. Each chapter starts off with an example of a data-driven AI technique on a particular sector of the fashion industry (design, manufacturing, supply or retailing), before moving on to illustrate its implementation in a real-world application. |
| Titolo autorizzato: | Artificial Intelligence for Fashion Industry in the Big Data Era |
| ISBN: | 9789811300806 |
| 981-13-0080-1 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910349478503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Springer Series in Fashion Business, . 2366-8776