Data Driven Optimization And Knowledge Discovery For An Enterprise Information System

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Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System

Author : Qing Duan
Publisher : Springer
ISBN 13 : 3319187384
Total Pages : 160 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System by : Qing Duan

Download or read book Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System written by Qing Duan and published by Springer. This book was released on 2015-06-13 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowledge as guidance for production management. The authors identify the key challenges in enterprise information management and present results that have emerged from leading-edge research in this domain. Coverage includes topics ranging from task scheduling and resource allocation, to workflow optimization, process time and status prediction, order admission policies optimization, and enterprise service-level performance analysis and prediction. With its emphasis on the above topics, this book provides an in-depth look at enterprise information management solutions that are needed for greater automation and reconfigurability-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making.

Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System

Author : Qing Duan
Publisher :
ISBN 13 : 9783319187396
Total Pages : pages
Book Rating : 4.1/5 (873 download)

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Book Synopsis Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System by : Qing Duan

Download or read book Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System written by Qing Duan and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowledge as guidance for production management. The authors identify the key challenges in enterprise information management and present results that have emerged from leading-edge research in this domain. Coverage includes topics ranging from task scheduling and resource allocation, to workflow optimization, process time and status prediction, order admission policies optimization, and enterprise service-level performance analysis and prediction. With its emphasis on the above topics, this book provides an in-depth look at enterprise information management solutions that are needed for greater automation and reconfigurability-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making.

Encyclopedia of Organizational Knowledge, Administration, and Technology

Author : Khosrow-Pour D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1799834743
Total Pages : 2734 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Organizational Knowledge, Administration, and Technology by : Khosrow-Pour D.B.A., Mehdi

Download or read book Encyclopedia of Organizational Knowledge, Administration, and Technology written by Khosrow-Pour D.B.A., Mehdi and published by IGI Global. This book was released on 2020-09-29 with total page 2734 pages. Available in PDF, EPUB and Kindle. Book excerpt: For any organization to be successful, it must operate in such a manner that knowledge and information, human resources, and technology are continually taken into consideration and managed effectively. Business concepts are always present regardless of the field or industry – in education, government, healthcare, not-for-profit, engineering, hospitality/tourism, among others. Maintaining organizational awareness and a strategic frame of mind is critical to meeting goals, gaining competitive advantage, and ultimately ensuring sustainability. The Encyclopedia of Organizational Knowledge, Administration, and Technology is an inaugural five-volume publication that offers 193 completely new and previously unpublished articles authored by leading experts on the latest concepts, issues, challenges, innovations, and opportunities covering all aspects of modern organizations. Moreover, it is comprised of content that highlights major breakthroughs, discoveries, and authoritative research results as they pertain to all aspects of organizational growth and development including methodologies that can help companies thrive and analytical tools that assess an organization’s internal health and performance. Insights are offered in key topics such as organizational structure, strategic leadership, information technology management, and business analytics, among others. The knowledge compiled in this publication is designed for entrepreneurs, managers, executives, investors, economic analysts, computer engineers, software programmers, human resource departments, and other industry professionals seeking to understand the latest tools to emerge from this field and who are looking to incorporate them in their practice. Additionally, academicians, researchers, and students in fields that include but are not limited to business, management science, organizational development, entrepreneurship, sociology, corporate psychology, computer science, and information technology will benefit from the research compiled within this publication.

Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management: Emerging Research and Opportunities

Download Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management: Emerging Research and Opportunities PDF Online Free

Author : Swayze, Susan
Publisher : IGI Global
ISBN 13 : 1799822370
Total Pages : 198 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management: Emerging Research and Opportunities by : Swayze, Susan

Download or read book Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management: Emerging Research and Opportunities written by Swayze, Susan and published by IGI Global. This book was released on 2020-06-26 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fast-paced world created by the accessibility of consumer information through internet-generated data requires improved information-management platforms. The continuous evaluation and evolution of these systems facilitate enhanced data reference and output. Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management is a critical research publication that provides insight into the varied and rapidly changing fields of knowledge discovery and information resource management. Highlighting a range of topics such as datamining, artificial intelligence, and risk assessment, this book is essential for librarians, academicians, policymakers, information managers, professionals, and researchers in fields that include artificial intelligence, knowledge discovery, data visualization, big data, and information resources management.

Knowledge Discovery for Business Information Systems

Author : Witold Abramowicz
Publisher : Springer Science & Business Media
ISBN 13 : 030646991X
Total Pages : 432 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Knowledge Discovery for Business Information Systems by : Witold Abramowicz

Download or read book Knowledge Discovery for Business Information Systems written by Witold Abramowicz and published by Springer Science & Business Media. This book was released on 2006-04-18 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Current database technology and computer hardware allow us to gather, store, access, and manipulate massive volumes of raw data in an efficient and inexpensive manner. In addition, the amount of data collected and warehoused in all industries is growing every year at a phenomenal rate. Nevertheless, our ability to discover critical, non-obvious nuggets of useful information in data that could influence or help in the decision making process, is still limited. Knowledge discovery (KDD) and Data Mining (DM) is a new, multidisciplinary field that focuses on the overall process of information discovery from large volumes of data. The field combines database concepts and theory, machine learning, pattern recognition, statistics, artificial intelligence, uncertainty management, and high-performance computing. To remain competitive, businesses must apply data mining techniques such as classification, prediction, and clustering using tools such as neural networks, fuzzy logic, and decision trees to facilitate making strategic decisions on a daily basis. Knowledge Discovery for Business Information Systems contains a collection of 16 high quality articles written by experts in the KDD and DM field from the following countries: Austria, Australia, Bulgaria, Canada, China (Hong Kong), Estonia, Denmark, Germany, Italy, Poland, Singapore and USA.

Business Information Systems

Author : Witold Abramowicz
Publisher : Springer
ISBN 13 : 3319939319
Total Pages : 426 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Business Information Systems by : Witold Abramowicz

Download or read book Business Information Systems written by Witold Abramowicz and published by Springer. This book was released on 2018-07-11 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 21st International Conference on Business Information Systems, BIS 2018, held in Berlin, Germany, in July 2018. The BIS conference follows popular research trends, both in the academic and the business domain. Thus the theme of BIS 2018 was "Digital Transformation - An Imperative in Today's Business Markets". The 30 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: big and smart data and artificial intelligence; business and enterprise modeling; ICT project management; process management; smart infrastructures; social media and Web-based business information systems; applications, evaluations, and experiences.

The Data Bonanza

Author : Malcolm Atkinson
Publisher : John Wiley & Sons
ISBN 13 : 1118540301
Total Pages : 423 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis The Data Bonanza by : Malcolm Atkinson

Download or read book The Data Bonanza written by Malcolm Atkinson and published by John Wiley & Sons. This book was released on 2013-03-19 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complete guidance for mastering the tools and techniques of the digital revolution With the digital revolution opening up tremendous opportunities in many fields, there is a growing need for skilled professionals who can develop data-intensive systems and extract information and knowledge from them. This book frames for the first time a new systematic approach for tackling the challenges of data-intensive computing, providing decision makers and technical experts alike with practical tools for dealing with our exploding data collections. Emphasizing data-intensive thinking and interdisciplinary collaboration, The Data Bonanza: Improving Knowledge Discovery in Science, Engineering, and Business examines the essential components of knowledge discovery, surveys many of the current research efforts worldwide, and points to new areas for innovation. Complete with a wealth of examples and DISPEL-based methods demonstrating how to gain more from data in real-world systems, the book: Outlines the concepts and rationale for implementing data-intensive computing in organizations Covers from the ground up problem-solving strategies for data analysis in a data-rich world Introduces techniques for data-intensive engineering using the Data-Intensive Systems Process Engineering Language DISPEL Features in-depth case studies in customer relations, environmental hazards, seismology, and more Showcases successful applications in areas ranging from astronomy and the humanities to transport engineering Includes sample program snippets throughout the text as well as additional materials on a companion website The Data Bonanza is a must-have guide for information strategists, data analysts, and engineers in business, research, and government, and for anyone wishing to be on the cutting edge of data mining, machine learning, databases, distributed systems, or large-scale computing.

Artificial Intelligence for Business Optimization

Author : Bhuvan Unhelkar
Publisher : CRC Press
ISBN 13 : 1000409473
Total Pages : 295 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Artificial Intelligence for Business Optimization by : Bhuvan Unhelkar

Download or read book Artificial Intelligence for Business Optimization written by Bhuvan Unhelkar and published by CRC Press. This book was released on 2021-08-09 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains how AI and Machine Learning can be applied to help businesses solve problems, support critical thinking and ultimately create customer value and increase profit. By considering business strategies, business process modeling, quality assurance, cybersecurity, governance and big data and focusing on functions, processes, and people’s behaviors it helps businesses take a truly holistic approach to business optimization. It contains practical examples that make it easy to understand the concepts and apply them. It is written for practitioners (consultants, senior executives, decision-makers) dealing with real-life business problems on a daily basis, who are keen to develop systematic strategies for the application of AI/ML/BD technologies to business automation and optimization, as well as researchers who want to explore the industrial applications of AI and higher-level students.

Domain Driven Data Mining

Author : Longbing Cao
Publisher : Springer Science & Business Media
ISBN 13 : 1441957375
Total Pages : 251 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Domain Driven Data Mining by : Longbing Cao

Download or read book Domain Driven Data Mining written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2010-01-08 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers state-of the-art research and development outcomes on methodologies, techniques, approaches and successful applications in domain driven, actionable knowledge discovery. It bridges the gap between business expectations and research output.

Innovation Through Information Systems

Author : Frederik Ahlemann
Publisher : Springer Nature
ISBN 13 : 3030867978
Total Pages : 786 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Innovation Through Information Systems by : Frederik Ahlemann

Download or read book Innovation Through Information Systems written by Frederik Ahlemann and published by Springer Nature. This book was released on 2021-10-15 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Technology" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021.

Business Modeling and Software Design

Author : Boris Shishkov
Publisher : Springer Nature
ISBN 13 : 3030523063
Total Pages : 395 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Business Modeling and Software Design by : Boris Shishkov

Download or read book Business Modeling and Software Design written by Boris Shishkov and published by Springer Nature. This book was released on 2020-07-06 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Symposium on Business Modeling and Software Design, BMSD 2020, which took place in Berlin, Germany, in July 2020. BMSD is a leading international forum that brings together researchers and practitioners interested in business modeling and its relation to software design. Particular areas of interest are: Business Processes and Enterprise Engineering; Business Models and Requirements; Business Models and Services; Business Models and Software; Information Systems Architectures and Paradigms; Data Aspects in Business Modeling and Software Development; Blockchain-Based Business Models and Information Systems; IoT and Implications for Enterprise Information Systems. The theme of BMSD 2020 was: Towards Knowledge-Driven Enterprise Information Systems.

Machine Learning, Optimization, and Data Science

Author : Giuseppe Nicosia
Publisher : Springer
ISBN 13 : 3030137090
Total Pages : 584 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Machine Learning, Optimization, and Data Science by : Giuseppe Nicosia

Download or read book Machine Learning, Optimization, and Data Science written by Giuseppe Nicosia and published by Springer. This book was released on 2019-02-16 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The 46 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence, reinforcement learning, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Data Driven

Author : Thomas C. Redman
Publisher : Harvard Business Press
ISBN 13 : 1422119122
Total Pages : 273 pages
Book Rating : 4.4/5 (221 download)

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Book Synopsis Data Driven by : Thomas C. Redman

Download or read book Data Driven written by Thomas C. Redman and published by Harvard Business Press. This book was released on 2008 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your company's data has the potential to add enormous value to every facet of the organization -- from marketing and new product development to strategy to financial management. Yet if your company is like most, it's not using its data to create strategic advantage. Data sits around unused -- or incorrect data fouls up operations and decision making. In Data Driven, Thomas Redman, the "Data Doc," shows how to leverage and deploy data to sharpen your company's competitive edge and enhance its profitability. The author reveals: · The special properties that make data such a powerful asset · The hidden costs of flawed, outdated, or otherwise poor-quality data · How to improve data quality for competitive advantage · Strategies for exploiting your data to make better business decisions · The many ways to bring data to market · Ideas for dealing with political struggles over data and concerns about privacy rights Your company's data is a key business asset, and you need to manage it aggressively and professionally. Whether you're a top executive, an aspiring leader, or a product-line manager, this eye-opening book provides the tools and thinking you need to do that.

Scalable Enterprise Systems

Author : Vittal Prabhu
Publisher : Springer Science & Business Media
ISBN 13 : 9781402074912
Total Pages : 374 pages
Book Rating : 4.0/5 (749 download)

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Book Synopsis Scalable Enterprise Systems by : Vittal Prabhu

Download or read book Scalable Enterprise Systems written by Vittal Prabhu and published by Springer Science & Business Media. This book was released on 2003-09-30 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book will be of interest to researchers and practitioners in the field of logistics, supply chain management, transportation, enterprise integration, and information technology."--BOOK JACKET.

Technological Innovations in Knowledge Management and Decision Support

Author : Dey, Nilanjan
Publisher : IGI Global
ISBN 13 : 152256165X
Total Pages : 322 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Technological Innovations in Knowledge Management and Decision Support by : Dey, Nilanjan

Download or read book Technological Innovations in Knowledge Management and Decision Support written by Dey, Nilanjan and published by IGI Global. This book was released on 2018-07-27 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organizations are showing a remarkable interest in realizing knowledge management technologies and processes to adopt knowledge management as part of their overall strategy. However, even with the current advancement in technology, few organizations are entirely capable of developing critical organizational knowledge to achieve improved performance. Technological Innovations in Knowledge Management and Decision Support is a vital research publication that examines different knowledge management areas for organizational competitiveness, survival, and effectiveness. It also provides cutting-edge research techniques in related optimization methods and other automated techniques in real-world processes. Featuring a broad range of topics such as enterprise resource planning, neural networks, and image segmentation, this book is a critical resource for managers, IT specialists, healthcare and social sciences professionals, engineers, academicians, and researchers seeking research on effective knowledge management systems.

MANAGEMENT INFORMATION SYSTEMS

Author : INDRAJIT CHATTERJEE
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 812034023X
Total Pages : 211 pages
Book Rating : 4.1/5 (23 download)

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Book Synopsis MANAGEMENT INFORMATION SYSTEMS by : INDRAJIT CHATTERJEE

Download or read book MANAGEMENT INFORMATION SYSTEMS written by INDRAJIT CHATTERJEE and published by PHI Learning Pvt. Ltd.. This book was released on 2010-02-22 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introductory book on Management Information Systems (MIS) is designed to serve as a text for the students of management (BBA and MBA) and computer applications (BCA and MCA). Today, many management information systems are in widespread use by the managers at operational, middle and senior levels. This book will be equally useful to working executives and professionals who wish to grasp the essentials of management information systems. This book discusses all the major areas in information systems with contemporary issues and their effects on business and organization. The main focus is on practical orientation and application of information systems and the emphasis is on real business scenarios. Each chapter provides spotlights on organization, technology or management related to the topics discussed. The book provides a broad treatment of the core topics of MIS, namely databases, data communication, e-commerce, supply chain management, customer relationship management, decision support systems, knowledge management, and also the ethical and social issues involved in information systems. It also discusses the development methodologies of system analysis and design which enable the actual information systems to be built to meet the needs of an organization. Case studies based on management of business information provide the students with insight into the actual processes involved.

Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques

Author : Evangelos Triantaphyllou
Publisher : Springer Science & Business Media
ISBN 13 : 0387342966
Total Pages : 784 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques by : Evangelos Triantaphyllou

Download or read book Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques written by Evangelos Triantaphyllou and published by Springer Science & Business Media. This book was released on 2006-09-10 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and presenting an array of examples, many drawn from real-life applications. Most theoretical developments are accompanied by extensive empirical analysis, offering a deep insight into both theoretical and practical aspects of the subject. The book presents the combined research experiences of 40 expert contributors of world renown.