03703nam 22005895 450 991034947850332120200702071940.09789811300806981-13-0080-110.1007/978-981-13-0080-6(CKB)4100000008525603(MiAaPQ)EBC5396670(DE-He213)978-981-13-0080-6(PPN)227399439(EXLCZ)99410000000852560320180516d2018 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierArtificial Intelligence for Fashion Industry in the Big Data Era /edited by Sébastien Thomassey, Xianyi Zeng1st ed. 2018.Singapore :Springer Singapore :Imprint: Springer,2018.1 online resource (288 pages)Springer Series in Fashion Business,2366-8776981-13-0079-8 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.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.Springer Series in Fashion Business,2366-8776Market researchTextile industryArtificial intelligenceMarket Research/Competitive Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/513030Textile Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/C24000Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Market research.Textile industry.Artificial intelligence.Market Research/Competitive Intelligence.Textile Engineering.Artificial Intelligence.687.0285Thomassey Sébastienedthttp://id.loc.gov/vocabulary/relators/edtZeng Xianyiedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910349478503321Artificial Intelligence for Fashion Industry in the Big Data Era2513533UNINA