Modeling for Decision Support in Network-Based Services

Modeling for Decision Support in Network-Based Services PDF Author: Daniel Dolk
Publisher: Springer Science & Business Media
ISBN: 3642276113
Category : Business & Economics
Languages : en
Pages : 325

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Book Description
This book originated from several recent workshops and related activities conducted by the IFIP Working Group 7.6 on "Optimization-Based Computer Aided Modeling and Design." This group has been active for 20 years with the stated objective of developing ”high-performance computer-aided systems to support modeling, decision analysis, optimization and multi-criteria decision making.” Recently, the group has turned its attention to the application of modeling and optimization to service science, management and engineering (SSME). SSME is still a young research field searching for its theoretical underpinnings, and one which offers many opportunities for analytical modeling to not only advance the understanding, but also to help form the foundation of a new discipline. This book is the result of the group's introductory foray into the application of quantitative modeling to the nascent field of service science with special emphasis on the network aspects of services. The 11 papers presented are grouped into sections on Network Science, Comptational and Analytical Modeling, and Knowledge Science. They showcase the value of modeling in a new and timely context and provide many seeds for further exciting research.

Modeling for Decision Support in Network-Based Services

Modeling for Decision Support in Network-Based Services PDF Author: Daniel Dolk
Publisher: Springer Science & Business Media
ISBN: 3642276113
Category : Business & Economics
Languages : en
Pages : 325

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Book Description
This book originated from several recent workshops and related activities conducted by the IFIP Working Group 7.6 on "Optimization-Based Computer Aided Modeling and Design." This group has been active for 20 years with the stated objective of developing ”high-performance computer-aided systems to support modeling, decision analysis, optimization and multi-criteria decision making.” Recently, the group has turned its attention to the application of modeling and optimization to service science, management and engineering (SSME). SSME is still a young research field searching for its theoretical underpinnings, and one which offers many opportunities for analytical modeling to not only advance the understanding, but also to help form the foundation of a new discipline. This book is the result of the group's introductory foray into the application of quantitative modeling to the nascent field of service science with special emphasis on the network aspects of services. The 11 papers presented are grouped into sections on Network Science, Comptational and Analytical Modeling, and Knowledge Science. They showcase the value of modeling in a new and timely context and provide many seeds for further exciting research.

Modeling for Decision Support in Network-Based Services

Modeling for Decision Support in Network-Based Services PDF Author: Daniel Dolk
Publisher: Springer
ISBN: 3642276121
Category : Business & Economics
Languages : en
Pages : 325

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Book Description
This book originated from several recent workshops and related activities conducted by the IFIP Working Group 7.6 on "Optimization-Based Computer Aided Modeling and Design." This group has been active for 20 years with the stated objective of developing ”high-performance computer-aided systems to support modeling, decision analysis, optimization and multi-criteria decision making.” Recently, the group has turned its attention to the application of modeling and optimization to service science, management and engineering (SSME). SSME is still a young research field searching for its theoretical underpinnings, and one which offers many opportunities for analytical modeling to not only advance the understanding, but also to help form the foundation of a new discipline. This book is the result of the group's introductory foray into the application of quantitative modeling to the nascent field of service science with special emphasis on the network aspects of services. The 11 papers presented are grouped into sections on Network Science, Comptational and Analytical Modeling, and Knowledge Science. They showcase the value of modeling in a new and timely context and provide many seeds for further exciting research.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering PDF Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1799890244
Category : Business & Economics
Languages : en
Pages : 1538

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Book Description
Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Handbook on Decision Support Systems 1

Handbook on Decision Support Systems 1 PDF Author: Frada Burstein
Publisher: Springer Science & Business Media
ISBN: 3540487131
Category : Computers
Languages : en
Pages : 886

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Book Description
Decision support systems have experienced a marked increase in attention and importance over the past 25 years. The aim of this book is to survey the decision support system (DSS) field – covering both developed territory and emergent frontiers. It will give the reader a clear understanding of fundamental DSS concepts, methods, technologies, trends, and issues. It will serve as a basic reference work for DSS research, practice, and instruction. To achieve these goals, the book has been designed according to a ten-part structure, divided in two volumes with chapters authored by well-known, well-versed scholars and practitioners from the DSS community.

A Framework for a Distributed Decision Support Network

A Framework for a Distributed Decision Support Network PDF Author: Dan S. McQuay
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
This thesis develops a concept for integrating decision support technologies with global computer networks. It introduces a new paradigm for the distribution and use of algorithms, decision support applications, models, and simulations. Under this paradigm, all mechanisms to allow for interactions between providers of technologies and consumers who wish to use them are facilitated by a distributed decision support server. Additionally, this thesis analyzes the concept of distributing decision technologies as a service vice a software product. It develops the initial framework architecture and proposes an infrastructure for a distributed decision support network. Decision support systems have traditionally been developed as stand alone applications which conform to a specific users hardware and software requirements. This leads to reduced sharing and reuse of the application as well as the data, models, and algorithms incorporated within the application. The Internet, WwW, and enabling technologies allow for the dissemination of multimedia information to support diverse groups of remote users. This thesis demonstrates that decision support technologies can also be made available to users of a heterogeneous network in a similar manner.

Decision Support Systems

Decision Support Systems PDF Author: Daniel Power
Publisher: iUniverse
ISBN: 9780595787579
Category : Business & Economics
Languages : en
Pages : 252

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Book Description
Decision Support Systems: Frequently Asked Questions is the authoritative reference guide to computerized Decision Support Systems. Author Dan Power has spent almost 30 years building, studying and teaching others about computerized Decision Support Systems. Dr. Power is first and foremost a Decision Support evangelist and generalist. From his vantage point as editor of DSSResources.COM, he tracks a broad range of contemporary DSS topics. In this DSS FAQ, Dr. Power answers 83 frequently asked questions about computerized decision support systems. The FAQ covers a broad range of contemporary topics and the questions are organized into 8 chapters. DSS FAQ helps readers understand questions like: What is a DSS? What kind of DSS does Mr. X need? Does data modeling differ for a Data-Driven DSS? Is a Data Warehouse a DSS? Is tax preparation software an example of a DSS? What do I need to know about Data Warehousing/OLAP? What is a cost estimation DSS? What is a Spreadsheet-based DSS? Decision Support Systems: Frequently Asked Questions is a useful resource for IT specialists, students, professors and managers. It organizes important Ask Dan! questions (with answers) published in DSS News from 2000 through 2004.

Building Decision Support Systems

Building Decision Support Systems PDF Author: John L. Bennett
Publisher: Addison Wesley Publishing Company
ISBN:
Category : Business & Economics
Languages : en
Pages : 296

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Book Description


Decision Making Using Social Network Analysis and Topic Modeling in Service Firms

Decision Making Using Social Network Analysis and Topic Modeling in Service Firms PDF Author: Jin Fang
Publisher:
ISBN:
Category : Operations research
Languages : en
Pages : 0

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Book Description
A service firm is a business that makes its facilities available to others for a fee. Nowadays, many of the management tools and techniques that people use cannot meet the challenges of complex decision-making problems in service firms. This dissertation, therefore, explores two research streams, service firm selection, and service technology planning. The first research stream, the service firm selection problem, is to identify the optimal service firm, which satisfies several predefined selection factors. This selection process typically includes two major stages. During the first stage, the selection criteria identify a limited number of candidate service firms. The second stage involves a detailed examination of candidate service firms to find the most appropriate one. Understanding how to optimize decisions in each of these two selection stages motivates this dissertation's first and second parts. The first part of the dissertation focuses on the first stage of service firm selection, "how to determine the selection criteria in the decision-making problems." The model is developed based on latent Dirichlet allocation (LDA) and the analytic hierarchy process (AHP). We validate our model by comparing the ranking results with reviews in TripAdvisor.com. The second part of the dissertation is relevant to the second stage, "how to select the optimal service firm." We build a network model based on data envelopment analysis (DEA) and the weighted hyperlink-induced topic search (HITS) algorithm and demonstrate its applicability by case analysis. The second research stream, the service technology planning problem, strategically selects technologies to invest in the service firm, which is discussed in the third part of this dissertation. We construct a network model based on HITS and PageRank algorithms and then present its application with a numerical example.

A Framework for a Distributed Decision Support Network

A Framework for a Distributed Decision Support Network PDF Author: Dan S. McQuay
Publisher:
ISBN:
Category :
Languages : en
Pages : 82

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Book Description
This thesis develops a concept for integrating decision support technologies with global computer networks. It introduces a new paradigm for the distribution and use of algorithms, decision support applications, models, and simulations. Under this paradigm, all mechanisms to allow for interactions between providers of technologies and consumers who wish to use them are facilitated by a distributed decision support server. Additionally, this thesis analyzes the concept of distributing decision technologies as a service vice a software product. It develops the initial framework architecture and proposes an infrastructure for a distributed decision support network. Decision support systems have traditionally been developed as stand alone applications which conform to a specific users hardware and software requirements. This leads to reduced sharing and reuse of the application as well as the data, models, and algorithms incorporated within the application. The Internet, WwW, and enabling technologies allow for the dissemination of multimedia information to support diverse groups of remote users. This thesis demonstrates that decision support technologies can also be made available to users of a heterogeneous network in a similar manner.

Slam II

Slam II PDF Author: A. Alan B. Pritsker
Publisher: Thomson South-Western
ISBN: 9780894262487
Category : Business & Economics
Languages : en
Pages : 582

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Book Description