A Practical Guide To Decision Support System With Analytic Hierarchy Process Method Using Python Gui Mysql Case Study Determining Scholarship Recipients

Author : Hamzan Wadi
Publisher : Turida Publisher
ISBN 13 :
Total Pages : 246 pages
Book Rating : 4./5 ( download)

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Download or read book A Practical Guide to Decision Support System With Analytic Hierarchy Process Method Using Python GUI & MySQL, Case Study: Determining Scholarship Recipients written by Hamzan Wadi and published by Turida Publisher. This book was released on 2023-04-26 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical explanation of the Analytic Hierarchy Process (AHP) method and its implementation in a decision support system to determine the scholarship recipients in a university. The discussion in this book is presented step-by-step, gradually, so that it will help readers understand every concept and stage of the AHP method and its implementation in decision support systems. This book is suitable for students, scholars, and researchers who want to implement the AHP method to build decision support systems using Python GUI and MySQL. The discussion in this book will provide readers with an understanding of the AHP method and how it works. Readers will be guided through each step of determining priority order using the AHP method through a case study accompanied by mathematical calculations. In addition, readers will also be guided step-by-step in implementing the AHP method in a decision support system to determine the scholarship recipients using Python GUI and MySQL. Readers will be guided step-by-step in designing a decision support system and realizing each design made using Python GUI and MySQL. The ultimate goal of this book is to enable readers to build a decision support system application independently by applying the AHP method to determine the scholarship recipients in a college using Python GUI and MySQL.

Author : Jason Papathanasiou
Publisher : Springer
ISBN 13 : 3319916483
Total Pages : 173 pages
Book Rating : 4.84/5 ( download)

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Download or read book Multiple Criteria Decision Aid written by Jason Papathanasiou and published by Springer. This book was released on 2018-09-19 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python. Existing methods are presented in detail with a step by step learning approach. Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations. Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well. Readers will learn how to implement and use each method based on the problem, the available data, the stakeholders involved, and the various requirements needed. Focusing on the practical aspects of the multiple criteria decision making methodologies, this book is designed for researchers, practitioners and advanced graduate students in the applied mathematics, information systems, operations research and business administration disciplines, as well as other engineers and scientists oriented in interdisciplinary research. Readers will greatly benefit from this book by learning and applying various MCDM/A methods. (Adiel Teixeira de Almeida, CDSID-Center for Decision System and Information Development, Universidade Federal de Pernambuco, Recife, Brazil) Promoting the development and application of multicriteria decision aid is essential to ensure more ethical and sustainable decisions. This book is a great contribution to this objective. It is a perfect blend of theory and practice, providing potential users and researchers with the theoretical bases of some of the best-known methods as well as with the computing tools needed to practice, to compare and to put these methods to use. (Jean-Pierre Brans, Vrije Universiteit Brussel, Brussels, Belgium) This book is intended for researchers, practitioners and students alike in decision support who wish to familiarize themselves quickly and efficiently with multicriteria decision aiding algorithms. The proposed approach is original, as it presents a selection of methods from the theory to the practical implementation in Python, including a detailed example. This will certainly facilitate the learning of these techniques, and contribute to their effective dissemination in applications. (Patrick Meyer, IMT Atlantique, Lab-STICC, Univ. Bretagne Loire, Brest, France)

Author : Thomas L. Saaty
Publisher : Springer Science & Business Media
ISBN 13 : 0387339876
Total Pages : 283 pages
Book Rating : 4.70/5 ( download)

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Download or read book Decision Making with the Analytic Network Process written by Thomas L. Saaty and published by Springer Science & Business Media. This book was released on 2006-09-10 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This note from Prof. Vargas regarding a competitive title by Prof. Saaty with an almost identical title (THEORY AND APPLICATIONS OF THE ANALYTIC NETWORK PROCESS: Decision Making with Benefits, Opportunities, Costs, and Risks. RWS Publications, 2005): "The other book is theoretical with passing mention of examples to show how the subject is used. In our book (the one you have) the applications are different and given in full detail relevance and originality. They have never appeared in print as they are here and most users would prefer them to the theoretical book. In addition chapter 1 summarizes the theory given in four chapters on the book showing the important parts without going into too much detail. I would rather read this book than the other one definitely and this could not have been done so elegantly had not the other been written before. Therefore this book has the cream of the ideas and the best published applications so far."

Author : Jason Papathanasiou
Publisher : Springer
ISBN 13 : 3319439162
Total Pages : 327 pages
Book Rating : 4.67/5 ( download)

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Download or read book Real-World Decision Support Systems written by Jason Papathanasiou and published by Springer. This book was released on 2016-12-19 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents real-world decision support systems, i.e., systems that have been running for some time and as such have been tested in real environments and complex situations; the cases are from various application domains and highlight the best practices in each stage of the system’s life cycle, from the initial requirements analysis and design phases to the final stages of the project. Each chapter provides decision-makers with recommendations and insights into lessons learned so that failures can be avoided and successes repeated. For this reason unsuccessful cases, which at some point of their life cycle were deemed as failures for one reason or another, are also included. All decision support systems are presented in a constructive, coherent and deductive manner to enhance the learning effect. It complements the many works that focus on theoretical aspects or individual module design and development by offering ‘good’ and ‘bad’ practices when developing and using decision support systems. Combining high-quality research with real-world implementations, it is of interest to researchers and professionals in industry alike.

Author : Miquel Sànchez-Marrè
Publisher : Springer Nature
ISBN 13 : 3030877906
Total Pages : 826 pages
Book Rating : 4.03/5 ( download)

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Download or read book Intelligent Decision Support Systems written by Miquel Sànchez-Marrè and published by Springer Nature. This book was released on 2022-03-28 with total page 826 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, with invaluable contributions of Professor Franz Wotawa in chapters 5 and 7, presents the potential use and implementation of intelligent techniques in decision making processes involved in organizations and companies. It provides a thorough analysis of decisions, reviewing the classical decision theory, and describing usual methods for modeling the decision process. It describes the chronological evolution of Decision Support Systems (DSS) from early Management Information Systems until the appearance of Intelligent Decision Support Systems (IDSS). It explains the most commonly used intelligent techniques, both data-driven and model-driven, and illustrates the use of knowledge models in Decision Support through case studies. The author pays special attention to the whole Data Science process, which provides intelligent data-driven models in IDSS. The book describes main uncertainty models used in Artificial Intelligence to model inexactness; covers recommender systems; and reviews available development tools for inducing data-driven models, for using model-driven methods and for aiding the development of Intelligent Decision Support Systems.

Author : Shaofeng Liu
Publisher : Springer Nature
ISBN 13 : 3031325346
Total Pages : 313 pages
Book Rating : 4.42/5 ( download)

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Download or read book Decision Support Systems XIII. Decision Support Systems in An Uncertain World: The Contribution of Digital Twins written by Shaofeng Liu and published by Springer Nature. This book was released on 2023-05-17 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 9th International Conference on Decision Support Systems Technologies, ICDSST 2023, held during May 30 – June 1, 2023. The EWG-DSS series of International Conference on Decision Support System Technology (ICDSST) is planned to consolidate the tradition of annual events organized by the EWG-DSS in offering a platform for European and international DSS communities, comprising the academic and industrial sectors, to present state-of-the-art DSS research and developments, to discuss current challenges that surround decision-making processes, to exchange ideas about realistic and innovative solutions, and to co-develop potential business opportunities. The main theme of this year was “Decision Support Systems in An Uncertain World: The Contribution of Digital Twins”. The 21 papers presented in this volume were carefully reviewed and selected from 65 submissions. They were organized in topical sections as follows: DSS models, methods, and tools; DSS for business performance and stakeholders; DSS applications for sustainability in health, energy and transportation; and DSS users and successful adoption.

Author : Rafael Valencia-García
Publisher : Springer
ISBN 13 : 3319740024
Total Pages : 238 pages
Book Rating : 4.27/5 ( download)

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Download or read book Exploring Intelligent Decision Support Systems written by Rafael Valencia-García and published by Springer. This book was released on 2018-02-07 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative and high-quality research regarding advanced decision support systems (DSSs). It describes the foundations, methods, methodologies, models, tools, and techniques for designing, developing, implementing and evaluating advanced DSSs in different fields, including finance, health, emergency management, industry and pollution control. Decision support systems employ artificial intelligence methods to heuristically address problems that are cannot be solved using formal techniques. In this context, technologies such as the Semantic Web, linked data, big data, and machine learning are being applied to provide integrated support for individuals and organizations to make more rational decisions. The book is organized into two parts. The first part covers decision support systems for industry, while the second part presents case studies related to clinical emergency management and pollution control.

Author : Dina Berkeley
Publisher : Springer
ISBN 13 : 0387353569
Total Pages : 278 pages
Book Rating : 4.62/5 ( download)

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Download or read book Context-Sensitive Decision Support Systems written by Dina Berkeley and published by Springer. This book was released on 2016-01-09 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's rapidly changing educational and business climate, organizational transformation has become a key area of development for many different and varied environments, both commercial and academic. This book addresses issues related to developing Decision Support Systems (DSS) which are sensitive and adaptable to different contexts and evolving technical and work environments. In addition to addressing the various cultural/social, organizational/individual, task/technology contexts of DSS, the book also anchors these discussions in a practical context, drawing on case studies to illustrate the theoretical dimensions stressed. This book includes the following issues: Frameworks for understanding the contexts and environments of decision support; Cases and issues in decision support and organizational transformation in context; An inter-disciplinary analysis of DSS, covering a wide variety of situations; and Real-world applications of DSS . It contains selected papers presented and discussed at the International Conference on Context-Sensitive Decision Support Systems, which was sponsored by the International Federation for Information Processing (IFIP) and held in Bled, Slovenia in July 1998. The book will prove invaluable to anyone working in information and decision support systems development, management, implementation and evaluation, as well as to researchers/practitioners in organizational analysis and development, management and business administration, sociology and psychology of organizations, human relations and human factors management.

Author : Enrique Mu
Publisher : Springer
ISBN 13 : 9783319338606
Total Pages : 0 pages
Book Rating : 4.09/5 ( download)

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Download or read book Practical Decision Making written by Enrique Mu and published by Springer. This book was released on 2016-08-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a simple introduction to the fundamentals and applications of the Analytic Hierarchy Process (AHP) without a pre-requisite for a sophisticated mathematical background. It provides a quick and intuitive understanding of the methodology using spreadsheet examples and explains in a step-by-step fashion how to use Super Decisions, a freely available software developed by the Creative Decisions Foundations. The book is intended to be a resource for decision makers with little or no exposure to the field of Operations Research (OR); however, the book can be used as a very gentle introduction to the AHP methodology and/or as an AHP hands-on supplement for standard OR textbooks. AHP is an intuitive and mathematically simple methodology in the field of multi-criteria decision making. Because of this, most AHP books assume the reader has basic OR mathematical background. However, AHP simplicity suggests that decision makers from all disciplines can take advantage of the methodology without struggling with the mathematics behind it. To fulfill this need, this book delivers a quick and practical understanding of the method that can be useful for corporate executives.

Author : Stephen J. Andriole
Publisher : Blue Ridge Summit, PA : Tab
ISBN 13 :
Total Pages : 266 pages
Book Rating : 4.88/5 ( download)

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Download or read book Handbook of Decision Support Systems written by Stephen J. Andriole and published by Blue Ridge Summit, PA : Tab. This book was released on 1989 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stressing the importance of requirements analysis and functional modeling, the author describes a variety of system design principles, identifies and compares methods, and takes a look at the future of this technology. Several case studies are presented.