2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)最新文献_第5页

Production Decisions for Standard and Customized Products with Postponement 标准产品和定制产品的延期生产决策

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309744

Xiaoqian Shi, Jie Lin, Meimei Zheng

引用次数: 0

Digital Transformations in the Apparel Value Chain for Mass Personalization 面向大规模个性化的服装价值链数字化转型

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309852

W. C. Uduwela, R. K. J. D. Silva, T. Rupasinghe

引用次数: 2

Energy Efficiency Measures and Production Resources: Towards an Integrative Classification Framework for Decision Makers 能源效率措施与生产资源:面向决策者的综合分类框架

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309836

M. Katic, A. Trianni

引用次数: 3

A Procedure for Product Variety Reduction That Considers Linked Revenue 一种考虑关联收益的产品品种减少程序

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309915

Tobias Kondrup Andersen, Anders Haug, L. Hvam

{"title":"A Procedure for Product Variety Reduction That Considers Linked Revenue","authors":"Tobias Kondrup Andersen, Anders Haug, L. Hvam","doi":"10.1109/IEEM45057.2020.9309915","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309915","url":null,"abstract":"Manufacturing companies are facing rising complexity due to customer demands for customized products and additional support services. This complexity comes at a high cost, and the benefits to be gained from product variety reduction projects are therefore significant. Several methods for the reduction of product complexity have been proposed in the literature. Such methods, however, to a large extent fail to consider the role of \"linked revenue\", i.e., the revenue from the sales of product variants that is lost if other product variants bought by the same customers are eliminated. To address this gap in the literature, this paper develops a procedure for product variety reduction that considers linked revenue. The procedure supports managers in (1) identifying unprofitable products that can be pruned without risking the linked revenue of vital customers, (2) systematically evaluating the profitability and potential of these products, and (3) collecting feedback from affected account managers, before finally deciding which products to eliminate. The procedure is tested using a case study, which shows promising results.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130699961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Binary Linear Programming-Based K-Means Algorithm For Clustering with Must-Link and Cannot-Link Constraints 一种基于二元线性规划的非连通约束聚类k均值算法

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309775

P. Baumann

{"title":"A Binary Linear Programming-Based K-Means Algorithm For Clustering with Must-Link and Cannot-Link Constraints","authors":"P. Baumann","doi":"10.1109/IEEM45057.2020.9309775","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309775","url":null,"abstract":"Clustering is probably the most extensively studied problem in unsupervised learning. Traditional clustering algorithms assign objects to clusters exclusively based on features of the objects. Constrained clustering is a generalization of traditional clustering where additional information about a dataset is given in the form of constraints. It has been shown that the clustering accuracy can be improved substantially by accounting for these constraints. We consider the constrained clustering problem where additional information is given in the form of must-link and cannot-link constraints for some pairs of objects. Various algorithms have been developed for this specific clustering problem. We propose a binary linear programming-based k-means approach that can consider must-link and cannot-link constraints. In a computational experiment, we compare the proposed algorithm to the DILSCC algorithm, which represents the state-of-the-art. Our results on 75 problem instances indicate that the proposed algorithm delivers better clusterings than the DILSCC algorithm in much shorter running time.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130890021","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Performance Analysis for a Two-stage Queuing System with Online Service 具有在线服务的两阶段排队系统性能分析

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309758

Liyi Zhang, L. Xiao

引用次数: 0

Sustainability Assessment of Contract Farming Broiler Chicken Supply Chain Using Rap-Poultry 使用rapp - poultry的合同养殖肉鸡供应链的可持续性评估

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309842

A. Susanty, N. B. Puspitasari, R. Purwaningsih, A. R. R. Siregar

引用次数: 1

A User Segmentation Approach for UGC Platform Based on a New Lead User Identification Index System and K-means Clustering 基于新型领先用户识别指标体系和k均值聚类的UGC平台用户分割方法

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309940

D. Chang, Jing Zhao, F. Zou, Gangyan Xu

{"title":"A User Segmentation Approach for UGC Platform Based on a New Lead User Identification Index System and K-means Clustering","authors":"D. Chang, Jing Zhao, F. Zou, Gangyan Xu","doi":"10.1109/IEEM45057.2020.9309940","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309940","url":null,"abstract":"Nowadays, user-generated content (UGC) has become an important part of Internet user data. This study aims to develop an innovative user identification approach based on UGC platforms. To achieve the objective, this research proposed i) a web mining process to crawl UGC data; ii) a lead user identification index system for evaluating the innovation capability of users; and iii) a user classification process based on K-means clustering according to their UGC performance. Particularly, the complete user performance data of more than 100 users on Douban (one of the biggest UGC platforms in China) were collected, and the web mining, factor analysis, and clustering algorithm was integrated to process the data and classify user groups according to their UGC performance. The classification results were verified through incorporating expertise, and it showed that the classification can exactly recognize the users with proper lead userness. This research is expected to help small and medium enterprises without powerful big data ability to identify innovative users and valuable UGC data more efficiently and facilitate the further product improvement.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"282 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121047845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Sustainability in the Civil Construction Based on Emergy Analysis Theory (EmA): A Systematic Review of Literature 基于能值分析理论的土木建筑可持续性研究:文献综述

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309931

L. Lima, M. Alencar, L. H. Alencar

{"title":"Sustainability in the Civil Construction Based on Emergy Analysis Theory (EmA): A Systematic Review of Literature","authors":"L. Lima, M. Alencar, L. H. Alencar","doi":"10.1109/IEEM45057.2020.9309931","DOIUrl":"https://doi.org/10.1109/IEEM45057.2020.9309931","url":null,"abstract":"In recent years, the demand for natural resources has increased worldwide. Given this scenario, to assess sustainability in a process, some tools were developed. Emergy Analysis is an alternative tool, which presents in its concept the list of all the energy needed for a system to produce a product/service, based on the energy consumed from its resources. Thus, a systematic literature review on Emergy Analysis in the construction industry is carried out through an analysis of articles published between 2000 and 2019. Data and information are compiled and presented, considering topics such as the number of papers published, the research institutions that investigate this issue, and the baseline adopted in previous studies. Besides, it was possible to identify that the planning and construction stages of sustainable urban projects adopt EmA and the characteristics of the main mathematical models used in this tool since due to the complexity and difficulty of interpretation of the data, it is necessary to address the assumptions of the models used, to calculate indicators of sustainability.","PeriodicalId":226426,"journal":{"name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121838338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Hybrid Community-based Simulated Annealing Approach for Influence Maximization in Social Networks 社会网络中影响最大化的混合社区模拟退火方法

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Pub Date : 2020-12-14 DOI: 10.1109/IEEM45057.2020.9309848

T. K. Biswas, A. Abbasi, R. Chakrabortty

引用次数: 0