Big Data Driven Supply Chain Management

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Big Data Driven Supply Chain Management

Nada R. Sanders
Big Data Driven Supply Chain Management Book PDF

Author : Nada R. Sanders
Publisher : Pearson Education
Page : 273 pages
File Size : 54,7 Mb
Release : 2014-05-07
Category : Business & Economics
ISBN : 9780133762822

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Big Data Driven Supply Chain Management by Nada R. Sanders Pdf

Master a complete, five-step roadmap for leveraging Big Data and analytics to gain unprecedented competitive advantage from your supply chain. Using Big Data, pioneers such as Amazon, UPS, and Wal-Mart are gaining unprecedented mastery over their supply chains. They are achieving greater visibility into inventory levels, order fulfillment rates, material and product delivery… using predictive data analytics to match supply with demand; leveraging new planning strengths to optimize their sales channel strategies; optimizing supply chain strategy and competitive priorities; even launching powerful new ventures. Despite these opportunities, many supply chain operations are gaining limited or no value from Big Data. In Big Data Driven Supply Chain Management, Nada Sanders presents a systematic five-step framework for using Big Data in supply chains. You'll learn best practices for segmenting and analyzing customers, defining competitive priorities for each segment, aligning functions behind strategy, dissolving organizational boundaries to sense demand and make better decisions, and choose the right metrics to support all of this. Using these techniques, you can overcome the widespread obstacles to making the most of Big Data in your supply chain — and earn big profits from the data you're already generating. For all executives, managers, and analysts interested in using Big Data technologies to improve supply chain performance.

Supply Chain Management in the Big Data Era

Chan, Hing Kai,Subramanian, Nachiappan,Abdulrahman, Muhammad Dan-Asabe
Supply Chain Management in the Big Data Era Book PDF

Author : Chan, Hing Kai,Subramanian, Nachiappan,Abdulrahman, Muhammad Dan-Asabe
Publisher : IGI Global
Page : 299 pages
File Size : 49,9 Mb
Release : 2016-11-04
Category : Business & Economics
ISBN : 9781522509578

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Supply Chain Management in the Big Data Era by Chan, Hing Kai,Subramanian, Nachiappan,Abdulrahman, Muhammad Dan-Asabe Pdf

Technological advancements in recent years have led to significant developments within a variety of business applications. In particular, data-driven research provides ample opportunity for enterprise growth, if utilized efficiently. Supply Chain Management in the Big Data Era is an authoritative reference source for the latest scholarly material on the implementation of big data analytics for improved operations and supply chain processes. Highlighting emerging strategies from different industry perspectives, this book is ideally designed for managers, professionals, practitioners, and students interested in the most recent research on supply chain innovations.

Big Data Analytics in Supply Chain Management

Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Big Data Analytics in Supply Chain Management Book PDF

Author : Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Publisher : CRC Press
Page : 211 pages
File Size : 48,8 Mb
Release : 2020-12-20
Category : Computers
ISBN : 9781000326918

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Big Data Analytics in Supply Chain Management by Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü Pdf

In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.

Data-Driven Technologies and Artificial Intelligence in Supply Chain

Mahesh Chand,Vineet Jain,Puneeta Ajmera
Data Driven Technologies and Artificial Intelligence in Supply Chain Book PDF

Author : Mahesh Chand,Vineet Jain,Puneeta Ajmera
Publisher : CRC Press
Page : 319 pages
File Size : 51,7 Mb
Release : 2023-11-22
Category : Technology & Engineering
ISBN : 9781003802396

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Data-Driven Technologies and Artificial Intelligence in Supply Chain by Mahesh Chand,Vineet Jain,Puneeta Ajmera Pdf

This book highlights the importance of data-driven technologies and artificial intelligence in supply chain management. It covers important concepts such as enabling technologies in Industry 4.0, the impact of artificial intelligence, and data-driven technologies in lean manufacturing. "Provides solutions to solve complex supply chain management issues using artificial intelligence and data-driven technologies. " Emphasizes the impact of a data-driven supply chain on quality management. "Discusses applications of artificial intelligence, and data-driven technologies in the service industry, and lean manufacturing. " Highlights the barriers to implementing artificial intelligence in small and medium enterprises. Presents a better understanding of different risks such as procurement risks, process risks, demand risks, transportation risks, and operational risks. The book comprehensively discusses the applications of artificial intelligence and data-driven technologies in supply chain management for diverse fields such as service industries, manufacturing industries, and healthcare. It further covers the impact of artificial intelligence and data-driven technologies in managing the FMGC supply chain. It will be a valuable resource for senior undergraduate, graduate students, and academic researchers in diverse fields including electrical engineering, electronics and communications engineering, industrial engineering, manufacturing engineering, production engineering, and computer engineering.

Big Data Analytics in Supply Chain Management

Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Big Data Analytics in Supply Chain Management Book PDF

Author : Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Publisher : CRC Press
Page : 211 pages
File Size : 40,5 Mb
Release : 2020-12-20
Category : Computers
ISBN : 9781000326918

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Big Data Analytics in Supply Chain Management by Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü Pdf

In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.

Business Transformations in the Era of Digitalization

Mezghani, Karim,Aloulou, Wassim
Business Transformations in the Era of Digitalization Book PDF

Author : Mezghani, Karim,Aloulou, Wassim
Publisher : IGI Global
Page : 360 pages
File Size : 54,9 Mb
Release : 2019-01-22
Category : Business & Economics
ISBN : 9781522572633

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Business Transformations in the Era of Digitalization by Mezghani, Karim,Aloulou, Wassim Pdf

In order to establish and maintain a successful company in the digital age, managers are digitally transforming their organizations to include such tools as disruptive technologies and digital data to improve performance and efficiencies. As these companies continue to adopt digital technologies to improve their businesses and create new revenues and value-producing opportunities, they must also be aware of the challenges digitalization can present. Business Transformations in the Era of Digitalization is a collection of innovative research on the latest trends, business opportunities, and challenges in the digitalization of businesses. Highlighting a range of topics including business-IT alignment, cloud computing, Internet of Things (IoT), business sustainability, small and medium-sized enterprises, and digital entrepreneurship, this book is ideally designed for managers, professionals, consultants, entrepreneurs, and researchers.

Handbook of Research on Strategic Supply Chain Management in the Retail Industry

Kamath, Narasimha
Handbook of Research on Strategic Supply Chain Management in the Retail Industry Book PDF

Author : Kamath, Narasimha
Publisher : IGI Global
Page : 429 pages
File Size : 42,8 Mb
Release : 2016-02-09
Category : Business & Economics
ISBN : 9781466698956

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Handbook of Research on Strategic Supply Chain Management in the Retail Industry by Kamath, Narasimha Pdf

Customer satisfaction is a pivotal component to any business that provides goods or services to the public. By effectively managing the flow of products, business can adapt to the growing demands of consumers and deliver successful customer service. The Handbook of Research on Strategic Supply Chain Management in the Retail Industry is an authoritative reference source for the latest scholarly research on properly managing business processes in order to satisfy end-user requirements and increase competitive advantage in the retail marketplace. Highlighting concepts relating to field applications, customer relationships, and current trends in logistics management, this book is ideally designed for business professionals, managers, upper-level students, and researchers interested in innovative strategies and best practices in modern supply chains.

Supply Chain Analytics

Peter W. Robertson
Supply Chain Analytics Book PDF

Author : Peter W. Robertson
Publisher : Routledge
Page : 298 pages
File Size : 46,5 Mb
Release : 2020-11-25
Category : Business & Economics
ISBN : 9781000280500

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Supply Chain Analytics by Peter W. Robertson Pdf

Supply Chain Analytics introduces the reader to data analytics and demonstrates the value of their effective use in supply chain management. By describing the key supply chain processes through worked examples, and the descriptive, predictive and prescriptive analytic methods that can be applied to bring about improvements to those processes, the book presents a more comprehensive learning experience for the reader than has been offered previously. Key topics are addressed, including optimisation, big data, data mining and cloud computing. The author identifies four core supply chain processes – strategy, design, execution and people – to which the analytic techniques explained can be applied to ensure continuous improvement. Pedagogy to aid learning is incorporated throughout, including an opening section for each chapter explaining the learnings designed for the chapter; worked examples illustrating how each analytic technique works, how it is applied and what to be careful of; tables, diagrams and equations to help ‘visualise’ the concepts and methods covered; chapter case studies; and end-of-chapter review questions and assignment tasks. Providing both management expertise and technical skills, which are essential to decision-makers in the supply chain, this textbook should be essential reading for advanced undergraduate and postgraduate students of supply chain analytics, supply chain leadership, and supply chain and operations management. Its practice-based and applied approach also makes it valuable for operating supply chain practitioners and those studying for professional qualifications. Online resources include chapter-by-chapter PowerPoint slides, tutorial exercises, written assignments and a test bank of exam questions.

Data-Driven Business Intelligence Systems for Socio-Technical Organizations

Keikhosrokiani, Pantea
Data Driven Business Intelligence Systems for Socio Technical Organizations Book PDF

Author : Keikhosrokiani, Pantea
Publisher : IGI Global
Page : 514 pages
File Size : 50,8 Mb
Release : 2024-04-09
Category : Business & Economics
ISBN : 9798369312117

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Data-Driven Business Intelligence Systems for Socio-Technical Organizations by Keikhosrokiani, Pantea Pdf

The convergence of modern technology and social dynamics have shaped the very fabric of today’s organizations, making the role of Business Intelligence (BI) profoundly significant. Data-Driven Business Intelligence Systems for Socio-Technical Organizations delves into the heart of this transformative realm, offering an academic exploration of the tools, strategies, and methodologies that propel enterprises toward data-driven decision-making excellence. Socio-technical organizations, with their intricate interplay between human and technological components, require a unique approach to BI. This book embarks on a comprehensive journey, revealing how BI tools empower these entities to decipher the complexities of their data landscape. From user behavior to social interactions, technological systems to environmental factors, this work sheds light on the multifaceted sources of information that inform organizational strategies. Decision-makers within socio-technical organizations leverage BI insights to discern patterns, spot trends, and uncover correlations that influence operations and the intricate social dynamics within their entities. Research covering real-time monitoring and predictive analytics equips these organizations to respond swiftly to demands and anticipate future trends, harnessing the full potential of data. The book delves into their design, development, and architectural nuances, illuminating these concepts through case studies. This book is ideal for business executives, entrepreneurs, data analysts, marketers, government officials, educators, and researchers.

Supply Chain Analytics

Sameh Subhi Shamroukh
Supply Chain Analytics Book PDF

Author : Sameh Subhi Shamroukh
Publisher : Unknown
Page : 0 pages
File Size : 40,5 Mb
Release : 2024
Category : Business logistics
ISBN : 9798884229006

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Supply Chain Analytics by Sameh Subhi Shamroukh Pdf

"In this book, readers will find a comprehensive overview of the latest data-driven techniques and tools for supply chain management. It covers topics such as data mining, machine learning, predictive analytics, and optimization, as well as real-world case studies from leading companies in various industries."--Back cover.

Next Generation Supply Chains

Rosanna Fornasiero,Saskia Sardesai,Ana Cristina Barros,Aristides Matopoulos
Next Generation Supply Chains Book PDF

Author : Rosanna Fornasiero,Saskia Sardesai,Ana Cristina Barros,Aristides Matopoulos
Publisher : Springer Nature
Page : 298 pages
File Size : 40,8 Mb
Release : 2020-12-31
Category : Technology & Engineering
ISBN : 9783030635053

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Next Generation Supply Chains by Rosanna Fornasiero,Saskia Sardesai,Ana Cristina Barros,Aristides Matopoulos Pdf

This open access book explores supply chains strategies to help companies face challenges such as societal emergency, digitalization, climate changes and scarcity of resources. The book identifies industrial scenarios for the next decade based on the analysis of trends at social, economic, environmental technological and political level, and examines how they may impact on supply chain processes and how to design next generation supply chains to answer these challenges. By mapping enabling technologies for supply chain innovation, the book proposes a roadmap for the full implementation of the supply chain strategies based on the integration of production and logistics processes. Case studies from process industry, discrete manufacturing, distribution and logistics, as well as ICT providers are provided, and policy recommendations are put forward to support companies in this transformative process.

Supply Chain Analytics

Hayden Van Der Post
Supply Chain Analytics Book PDF

Author : Hayden Van Der Post
Publisher : Independently Published
Page : 0 pages
File Size : 51,6 Mb
Release : 2023-12-10
Category : Electronic
ISBN : 9798871384176

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Supply Chain Analytics by Hayden Van Der Post Pdf

Reactive Publishing Own your future with Supply Chain Analytics Dive into the world of data-driven transformation with "Supply Chain Analytics," the essential guide for professionals seeking to revolutionize their supply chain processes using the power of Python. This cutting-edge book is meticulously crafted for supply chain managers, analysts, consultants, and IT professionals who are eager to elevate their skills and stay ahead in the rapidly evolving field of supply chain management. Main Points: 1. **Comprehensive Content: ** From basic concepts to advanced analytical techniques, this book provides a thorough grounding in supply chain theory paired with practical Python applications. It serves as both a reference and a how-to guide for analyzing and improving supply chain functions. 2. **Real-World Applications: ** Illustrated with case studies and real-world examples, "Supply Chain Analytics" shows how Python can solve complex supply chain problems. Readers will learn to develop powerful models that can lead to substantial cost reductions and efficiency improvements. 3. **Hands-On Learning: ** Engage in practical exercises and interactive content that encourage hands-on learning. Each chapter includes step-by-step tutorials that guide readers through the intricacies of implementing Python programming to solve actual supply chain challenges. 4. **Latest Trends and Techniques: ** Stay current with the most recent advancements in supply chain analytics. The book covers emerging trends and how Python is used to leverage big data, predictive analytics, AI, and machine learning to optimize supply chain operations. 5. **Expert Knowledge: ** Authored by experienced professionals in both Python programming and supply chain management, the book offers expert insights that combine theoretical knowledge with practical expertise. 6. **Skill Enhancement: ** Readers will enhance their technical proficiency in Python while simultaneously gaining a deep understanding of supply chain analytics, making them invaluable assets to any organization. 7. **Network of Professionals: ** Gain access to a community of like-minded individuals and professionals who are focused on harnessing analytics to transform the supply chain industry. Target Audience: - **Supply Chain Professionals: ** Managers and executives aiming to integrate more data-driven approaches into their operations. - **Data Analysts and Scientists: ** Those who want to specialize in supply chain analytics and apply their technical skills in Python within this domain. - **IT Professionals in Supply Chain: ** IT experts who need to understand the analytic requirements of supply chains to implement effective solutions. - **Academics and Students: ** Lecturers and students in supply chain management, operations research, or data science disciplines who require a practical and current understanding of how Python can be applied in supply chains. - **Consultants and Strategists: ** Industry consultants seeking to offer the latest analytical techniques to advise firms on supply chain optimization. Embrace the power of Python for a transformative journey through the supply chain universe with "Supply Chain Analytics," and emerge as a forward-thinking, data-driven supply chain professional poised to make an impactful change. Unlock the potential of Python in supply chain-your journey to becoming a data-savvy supply chain leader starts here.

New Horizons for a Data-Driven Economy

José María Cavanillas,Edward Curry,Wolfgang Wahlster
New Horizons for a Data Driven Economy Book PDF

Author : José María Cavanillas,Edward Curry,Wolfgang Wahlster
Publisher : Springer
Page : 303 pages
File Size : 40,6 Mb
Release : 2016-04-04
Category : Computers
ISBN : 9783319215693

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New Horizons for a Data-Driven Economy by José María Cavanillas,Edward Curry,Wolfgang Wahlster Pdf

In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the business perspective and how big data technology can be exploited to deliver value within different sectors of the economy. The book is structured in four parts: Part I “The Big Data Opportunity” explores the value potential of big data with a particular focus on the European context. It also describes the legal, business and social dimensions that need to be addressed, and briefly introduces the European Commission’s BIG project. Part II “The Big Data Value Chain” details the complete big data lifecycle from a technical point of view, ranging from data acquisition, analysis, curation and storage, to data usage and exploitation. Next, Part III “Usage and Exploitation of Big Data” illustrates the value creation possibilities of big data applications in various sectors, including industry, healthcare, finance, energy, media and public services. Finally, Part IV “A Roadmap for Big Data Research” identifies and prioritizes the cross-sectorial requirements for big data research, and outlines the most urgent and challenging technological, economic, political and societal issues for big data in Europe. This compendium summarizes more than two years of work performed by a leading group of major European research centers and industries in the context of the BIG project. It brings together research findings, forecasts and estimates related to this challenging technological context that is becoming the major axis of the new digitally transformed business environment.

Digital Supply Networks: Transform Your Supply Chain and Gain Competitive Advantage with Disruptive Technology and Reimagined Processes

Amit Sinha,Ednilson Bernardes,Rafael Calderon,Thorsten Wuest
Digital Supply Networks Transform Your Supply Chain and Gain Competitive Advantage with Disruptive Technology and Reimagined Processes Book PDF

Author : Amit Sinha,Ednilson Bernardes,Rafael Calderon,Thorsten Wuest
Publisher : McGraw Hill Professional
Page : 320 pages
File Size : 48,5 Mb
Release : 2020-07-21
Category : Business & Economics
ISBN : 9781260458206

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Digital Supply Networks: Transform Your Supply Chain and Gain Competitive Advantage with Disruptive Technology and Reimagined Processes by Amit Sinha,Ednilson Bernardes,Rafael Calderon,Thorsten Wuest Pdf

Deliver unprecedented customer value and seize your competitive edge with a transformative digital supply network Digital tech has disrupted life and business as we know it, and supply chain management is no exception. But how exactly does digital transformation affect your business? What are the breakthrough technologies and their capabilities you need to know about? How will digital transformation impact skills requirements and work in general? Do you need to completely revamp your understanding of supply chain management? And most importantly: How do you get started? Digital Supply Networks provides clear answers to these and many other questions. Written by an experienced team comprised of Deloitte consultants and leading problem-driven scholars from a premier research university, this expert guide leads you through the process of improving operations building supply networks, increasing revenue, reimagining business models, and providing added value to customers, stakeholders, and society. You’ll learn everything you need to know about: Stages of development, roles, capabilities, and the benefits of DSN Big data analytics including its attributes, security, and authority Machine learning, Artificial Intelligence, Blockchain, robotics, and the Internet of Things Synchronized planning, intelligent supply, and digital product development Vision, attributes, technology, and benefits of smart manufacturing, dynamic logistics, and fulfillment A playbook to guide the digital transformation journey Drawing from real world-experience and problem-driven academic research, the authors provide an in-depth account of the transformation to digitally connected supply networks. They discuss the limitations of traditional supply chains and the underlying capabilities and potential of digitally-enabled supply flows. The chapters burst with expert insights and real-life use cases grounded in tomorrow’s industry needs. Success in today’s hyper-competitive, fast-paced business landscape, characterized by the risk of black swan events, such as the 2020 COVID-19 global pandemic, requires the reimagination and the digitalization of complex demand-supply systems, more collaborative and connected processes, and smarter, more dynamic data-driven decision making―which can only be achieved through a fully integrated Digital Supply Network.

Modern Management Based on Big Data IV

A.J. Tallón-Ballesteros
Modern Management Based on Big Data IV Book PDF

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
Page : 484 pages
File Size : 40,8 Mb
Release : 2023-08-23
Category : Computers
ISBN : 9781643684116

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Modern Management Based on Big Data IV by A.J. Tallón-Ballesteros Pdf

The concept of Big Data has become increasingly familiar in recent years, and it is already an indispensible tool in the management of everything from supply chains and transport to health and education. This book presents the proceedings of MMBD 2023, the 4th International Conference on Modern Management based on Big Data, held in Seoul, South Korea, from 1-4 August 2023. The 50 papers included here were selected from total of around 160 submissions after a rigorous review process. Papers delivered at the conference were divided into 3 main categories: Big Data, Modern Management, and a special session devoted to Big Data-driven manufacturing and service-industry supply-chain (SC) management, but in addition to these general topics, there were also a number of papers related to lifelong education. Topics covered in the book include innovation in online education management with big data; digital transformation in lifelong education; big data analysis in lifelong education management; green supply chain management; big data analytics in supply chains; policy and strategy for new energy and the environment; smart grid load and energy management; decision-making on sustainable transport policies; modern healthcare management; and social strategy to manage human relationships. Of particular interest are papers concerning big-data analysis and emerging applications. Presenting innovative original ideas and methods, together with significant results, and supported by clear and rigorous reasoning and compelling new evidence, the book will be of interest to all those who use Big Data to support their management strategies.