Retail analytics: integrated forecasting and inventory management for perishable products in retailing
نویسنده
چکیده
by Anna-Lena Sachs : Retail Analytics: Integrated Forecasting and Inventory Management for Perishable Products in Retailing (Lecture Notes in Economics and Mathematical Systems) ISBN : #3319133047 | Date : 2014-12-18 Description : PDF-668c6 | This book addresses the challenging task of demand forecasting and inventory management in retailing. It analyzes how information from point-of-sale scanner systems can be used to improve inventory decisions, and develops a data-driven approach that integrates demand forecasting and inventory management for perishable products, while taking unobservable lost sales and substitution into account in ... Retail Analytics: Integrated Forecasting and Inventory Management for Perishable Products in Retailing (Lecture Notes in Economics and Mathematical Systems)
منابع مشابه
Designing an integrated production/distribution and inventory planning model of fixed-life perishable products
This paper aims to investigate the integrated production/distribution and inventory planning for perishable products with fixed life time in the constant condition of storage throughout a two-echelon supply chain by integrating producers and distributors. This problem arises from real environment in which multi-plant with multi-function lines produce multi-perishable products with fixed life ti...
متن کاملUtilizing artificial neural networks to predict demand for weather-sensitive products at retail stores
One key requirement for effective supply chain management is the quality of its inventory management. Various inventory management methods are typically employed for different types of products based on their demand patterns, product attributes, and supply network. In this paper, our goal is to develop robust demand prediction methods for weather sensitive products at retail stores. We employ h...
متن کاملPurchase-driven Classification for Improved Forecasting in Spare Parts Inventory Replenishment
Performance of inventory management depends on the accuracy of demand forecasting. There are many techniques used for forecasting demand in retail sale. Advances in data mining application systems have given rise to the use of business intelligence in various domains of retailing. The current research captures the knowledge of classification of the customers using the purchase-based data of cus...
متن کاملA new approach in graph- based integrated production and distribution scheduling for perishable products
This study is concerned with how the quality of perishable products can be improved by shortening the time interval between production and distribution. As special types of food such as dairy products decay fast, the integration of production and distribution scheduling (IPDS) is investigated. An integrated scheduling of both processes improves the performance and costs because the separated sc...
متن کاملBig Data Analytics and Now-casting: A Comprehensive Model for Eventuality of Forecasting and Predictive Policies of Policy-making Institutions
The ability of now-casting and eventuality is the most crucial and vital achievement of big data analytics in the area of policy-making. To recognize the trends and to render a real image of the current condition and alarming immediate indicators, the significance and the specific positions of big data in policy-making are undeniable. Moreover, the requirement for policy-making institutions to ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- JORS
دوره 66 شماره
صفحات -
تاریخ انتشار 2015