Advances in Logistics, Operations, and Management Science最新文献_第8页

Organizational Sustainability and Value Creation by Means of Innovation in Chaotic Environments 混乱环境下的组织可持续性与创新价值创造

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-8185-8.ch001

R. Pérez-Uribe, María del Pilar Ramirez-Salazar, D. Ocampo-Guzmán, José Manuel Saiz-Álvarez

{"title":"Organizational Sustainability and Value Creation by Means of Innovation in Chaotic Environments","authors":"R. Pérez-Uribe, María del Pilar Ramirez-Salazar, D. Ocampo-Guzmán, José Manuel Saiz-Álvarez","doi":"10.4018/978-1-7998-8185-8.ch001","DOIUrl":"https://doi.org/10.4018/978-1-7998-8185-8.ch001","url":null,"abstract":"Between 2017 and 2020, the RISE model (Route for Innovative and Sustainable Enterprises) has been applied in 86 Colombian organizations of different sizes and belonging to different economic sectors. That model allows any organization's upper management to make a thorough assessment of the company by means of analyzing nine (9) organizational factors with reference to four (4) specific dimensions (social, environmental, managerial, and economic). These nine (9) organizational factors are deployed in 48 variables for analyses, and one of these variables is value creation through innovation. From the assessments and analyses derived from the RISE model, several research-worthy questions arise, such as, Which variables explain better the phenom of value creation through innovation? Which variables must the upper echelons concentrate their efforts on to generate value and grant sustainability? This work aims to present the results of the application of the RISE model and to answer the mentioned questions, especially during these uncertain, chaotic, and turbulent times.","PeriodicalId":258932,"journal":{"name":"Advances in Logistics, Operations, and Management Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121179853","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

Theoretical Perspective on Contemporary Leadership Styles 当代领导风格的理论视角

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6301-3.CH013

Nermin Kişi

引用次数: 1

Generating Competitive Advantages for the Polytechnic Universities in Mexico 为墨西哥理工大学创造竞争优势

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6301-3.CH023

Lizbeth Vargas-Cabrera, J. Muñoz-Pacheco

引用次数: 0

Leadership, Management, and Adoption Techniques for Digital Service Innovation 数字化服务创新的领导、管理和采用技术

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-2799-3

K. Sandhu

引用次数: 5

Prediction of the Disappearance of Companies From the Market in Bogotá, Colombia Using Machine Learning 使用机器学习预测哥伦比亚波哥大<e:1>市场上的公司消失

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-8185-8.ch011

W. S. Fajardo-Moreno, Rubén Dario Acosta Velásquez, I. Pérez, Leonardo Espinosa-Leal

{"title":"Prediction of the Disappearance of Companies From the Market in Bogotá, Colombia Using Machine Learning","authors":"W. S. Fajardo-Moreno, Rubén Dario Acosta Velásquez, I. Pérez, Leonardo Espinosa-Leal","doi":"10.4018/978-1-7998-8185-8.ch011","DOIUrl":"https://doi.org/10.4018/978-1-7998-8185-8.ch011","url":null,"abstract":"In this chapter, the results concerning the modeling of companies' disappearance from Bogota's market using machine learning methods are presented. The authors use the available information from Bogota's Chamber of Commerce, where the companies are registered yearly. The dataset comprises the years 2017 to 2020 with almost 3 million registries. In this work, a deep analysis of the different features of the data is presented and explained. Next, four state-of-the-art machine learning models are trained for comparison: logistic regression (LR), extreme learning machine (ELM), random forest (RF), and extreme gradient boosting (XGBoost), all with five-fold cross-validation and 50 steps in the randomized grid search. All methods showed excellent performance, with an average of 0.895 in the area under the curve (AUC), being the latter algorithm the best overall (0.97). These results are in agreement with the state-of-the-art values in the field and will be of paramount importance to assess companies' stability for Bogota's local economy.","PeriodicalId":258932,"journal":{"name":"Advances in Logistics, Operations, and Management Science","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127768113","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: 2

Innovation Cultural Factors in Australian Business Environment 澳大利亚商业环境中的创新文化因素

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6301-3.ch007

Kyeong Kang, S. Burdon, Grant Mooney

引用次数: 0

Temporal Accident Trends of Bus Rapid Transit Line 1 in Mexico City 墨西哥城快速公交1号线事故时间趋势分析

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-8040-0.ch007

J. Santos-Reyes, D. Pérez

引用次数: 1

Islamic Business Ethics and Bank Competitiveness 伊斯兰商业道德与银行竞争力

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-6892-7.ch006

D. Laouisset

引用次数: 0

The Moderating Role of Transformational Leadership on the Relationship Between Careerism and Social Loafing Behaviors 变革型领导对职业主义与社会游手好闲行为关系的调节作用

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6301-3.CH012

Özlem Ayaz Arda, Bora Yıldız

引用次数: 5

Tool for Decision Making in Humanitarian Logistics Chains 人道主义物流链中的决策工具

Advances in Logistics, Operations, and Management Science Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-8160-4.CH020

I. Junior, E. Guerrero, J. Machuca, Mario Chong

引用次数: 0