Analytics, data science, & artificial intelligence: systems for decision support
This title is a Pearson Global Edition. The Editorial team at Pearson has worked closely with educators around the world to include content which is especially relevant to students outside the United States. For courses in decision support systems, computerized decision-making tools, and management...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Harlow, England
Pearson
[2021]
|
| Ausgabe: | Eleventh edition, global edition |
| Schlagworte: | |
| Online-Zugang: | FHD01 FWS01 FWS02 UBA01 |
| Zusammenfassung: | This title is a Pearson Global Edition. The Editorial team at Pearson has worked closely with educators around the world to include content which is especially relevant to students outside the United States. For courses in decision support systems, computerized decision-making tools, and management support systems. Market-leading guide to modern analytics, for better business decisions Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support is the most comprehensive introduction to technologies collectively called analytics (or business analytics) and the fundamental |
| Beschreibung: | 1 Online-Ressource (831 Seiten) |
| ISBN: | 9781292341606 |
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| 505 | 8 | |a Intro -- Title Page -- Copyright Page -- Brief Contents -- Contents -- Preface -- About the Authors -- Part I Introduction to Analytics and AI -- Chapter 1 Overview of Business Intelligence, Analytics, Data Science, and Artificial Intelligence: Systems for Decision Support -- 1.1 Opening Vignette: How Intelligent Systems Work for KONE Elevators and Escalators Company -- 1.2 Changing Business Environments and Evolving Needs for Decision Support and Analytics -- Decision-Making Process -- The Influence of the External and Internal Environments on the Process | |
| 505 | 8 | |a Data and Its Analysis in Decision Making -- Technologies for Data Analysis and Decision Support -- 1.3 Decision-Making Processes and Computerized Decision Support Framework -- Simon's Process: Intelligence, Design, and Choice -- The Intelligence Phase: Problem (or Opportunity) Identification -- Application Case 1.1 Making Elevators Go Faster -- The Design Phase -- The Choice Phase -- The Implementation Phase -- The Classical Decision Support System Framework -- A DSS Application -- Components of a Decision Support System -- The Data Management Subsystem -- The Model Management Subsystem | |
| 505 | 8 | |a Application Case 1.2 SNAP DSS Helps OneNet Make Telecommunications Rate Decisions -- The User Interface Subsystem -- The Knowledge-Based Management Subsystem -- 1.4 Evolution of Computerized Decision Support to Business Intelligence/Analytics/Data Science -- A Framework for Business Intelligence -- The Architecture of BI -- The Origins and Drivers of BI -- Data Warehouse as a Foundation for Business Intelligence -- Transaction Processing versus Analytic Processing -- A Multimedia Exercise in Business Intelligence -- 1.5 Analytics Overview -- Descriptive Analytics | |
| 505 | 8 | |a Application Case 1.3 An Post and the Use of Data Visualization in Daily Postal Operations -- Application Case 1.4 Siemens Reduces Cost with the Use of Data Visualization -- Predictive Analytics -- Application Case 1.5 SagaDigits and the Use of Predictive Analytics -- Prescriptive Analytics -- Application Case 1.6 A Specialty Steel Bar Company Uses Analytics to Determine Available-to-Promise Dates -- 1.6 Analytics Examples in Selected Domains -- Sports Analytics-An Exciting Frontier for Learning and Understanding Applications of Analytics -- Analytics Applications in Healthcare-Humana Examples | |
| 505 | 8 | |a Application Case 1.7 Image Analysis Helps Estimate Plant Cover -- 1.7 Artificial Intelligence Overview -- What Is Artificial Intelligence -- The Major Benefits of AI -- The Landscape of AI -- Application Case 1.8 AI Increases Passengers' Comfort and Security in Airports and Borders -- The Three Flavors of AI Decisions -- Autonomous AI -- Societal Impacts -- Application Case 1.9 Robots Took the Job of Camel-Racing Jockeys for Societal Benefits -- 1.8 Convergence of Analytics and AI -- Major Differences between Analytics and AI -- Why Combine Intelligent Systems -- How Convergence Can Help | |
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| contents | Intro -- Title Page -- Copyright Page -- Brief Contents -- Contents -- Preface -- About the Authors -- Part I Introduction to Analytics and AI -- Chapter 1 Overview of Business Intelligence, Analytics, Data Science, and Artificial Intelligence: Systems for Decision Support -- 1.1 Opening Vignette: How Intelligent Systems Work for KONE Elevators and Escalators Company -- 1.2 Changing Business Environments and Evolving Needs for Decision Support and Analytics -- Decision-Making Process -- The Influence of the External and Internal Environments on the Process Data and Its Analysis in Decision Making -- Technologies for Data Analysis and Decision Support -- 1.3 Decision-Making Processes and Computerized Decision Support Framework -- Simon's Process: Intelligence, Design, and Choice -- The Intelligence Phase: Problem (or Opportunity) Identification -- Application Case 1.1 Making Elevators Go Faster -- The Design Phase -- The Choice Phase -- The Implementation Phase -- The Classical Decision Support System Framework -- A DSS Application -- Components of a Decision Support System -- The Data Management Subsystem -- The Model Management Subsystem Application Case 1.2 SNAP DSS Helps OneNet Make Telecommunications Rate Decisions -- The User Interface Subsystem -- The Knowledge-Based Management Subsystem -- 1.4 Evolution of Computerized Decision Support to Business Intelligence/Analytics/Data Science -- A Framework for Business Intelligence -- The Architecture of BI -- The Origins and Drivers of BI -- Data Warehouse as a Foundation for Business Intelligence -- Transaction Processing versus Analytic Processing -- A Multimedia Exercise in Business Intelligence -- 1.5 Analytics Overview -- Descriptive Analytics Application Case 1.3 An Post and the Use of Data Visualization in Daily Postal Operations -- Application Case 1.4 Siemens Reduces Cost with the Use of Data Visualization -- Predictive Analytics -- Application Case 1.5 SagaDigits and the Use of Predictive Analytics -- Prescriptive Analytics -- Application Case 1.6 A Specialty Steel Bar Company Uses Analytics to Determine Available-to-Promise Dates -- 1.6 Analytics Examples in Selected Domains -- Sports Analytics-An Exciting Frontier for Learning and Understanding Applications of Analytics -- Analytics Applications in Healthcare-Humana Examples Application Case 1.7 Image Analysis Helps Estimate Plant Cover -- 1.7 Artificial Intelligence Overview -- What Is Artificial Intelligence -- The Major Benefits of AI -- The Landscape of AI -- Application Case 1.8 AI Increases Passengers' Comfort and Security in Airports and Borders -- The Three Flavors of AI Decisions -- Autonomous AI -- Societal Impacts -- Application Case 1.9 Robots Took the Job of Camel-Racing Jockeys for Societal Benefits -- 1.8 Convergence of Analytics and AI -- Major Differences between Analytics and AI -- Why Combine Intelligent Systems -- How Convergence Can Help |
| ctrlnum | (OCoLC)1164608335 (DE-599)BVBBV046758774 |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| edition | Eleventh edition, global edition |
| format | Electronic eBook |
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| id | DE-604.BV046758774 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T14:43:56Z |
| indexdate | 2024-08-01T15:57:01Z |
| institution | BVB |
| isbn | 9781292341606 |
| language | English |
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| spellingShingle | Sharda, Ramesh Delen, Dursun Turban, Efraim 1930- Analytics, data science, & artificial intelligence systems for decision support Intro -- Title Page -- Copyright Page -- Brief Contents -- Contents -- Preface -- About the Authors -- Part I Introduction to Analytics and AI -- Chapter 1 Overview of Business Intelligence, Analytics, Data Science, and Artificial Intelligence: Systems for Decision Support -- 1.1 Opening Vignette: How Intelligent Systems Work for KONE Elevators and Escalators Company -- 1.2 Changing Business Environments and Evolving Needs for Decision Support and Analytics -- Decision-Making Process -- The Influence of the External and Internal Environments on the Process Data and Its Analysis in Decision Making -- Technologies for Data Analysis and Decision Support -- 1.3 Decision-Making Processes and Computerized Decision Support Framework -- Simon's Process: Intelligence, Design, and Choice -- The Intelligence Phase: Problem (or Opportunity) Identification -- Application Case 1.1 Making Elevators Go Faster -- The Design Phase -- The Choice Phase -- The Implementation Phase -- The Classical Decision Support System Framework -- A DSS Application -- Components of a Decision Support System -- The Data Management Subsystem -- The Model Management Subsystem Application Case 1.2 SNAP DSS Helps OneNet Make Telecommunications Rate Decisions -- The User Interface Subsystem -- The Knowledge-Based Management Subsystem -- 1.4 Evolution of Computerized Decision Support to Business Intelligence/Analytics/Data Science -- A Framework for Business Intelligence -- The Architecture of BI -- The Origins and Drivers of BI -- Data Warehouse as a Foundation for Business Intelligence -- Transaction Processing versus Analytic Processing -- A Multimedia Exercise in Business Intelligence -- 1.5 Analytics Overview -- Descriptive Analytics Application Case 1.3 An Post and the Use of Data Visualization in Daily Postal Operations -- Application Case 1.4 Siemens Reduces Cost with the Use of Data Visualization -- Predictive Analytics -- Application Case 1.5 SagaDigits and the Use of Predictive Analytics -- Prescriptive Analytics -- Application Case 1.6 A Specialty Steel Bar Company Uses Analytics to Determine Available-to-Promise Dates -- 1.6 Analytics Examples in Selected Domains -- Sports Analytics-An Exciting Frontier for Learning and Understanding Applications of Analytics -- Analytics Applications in Healthcare-Humana Examples Application Case 1.7 Image Analysis Helps Estimate Plant Cover -- 1.7 Artificial Intelligence Overview -- What Is Artificial Intelligence -- The Major Benefits of AI -- The Landscape of AI -- Application Case 1.8 AI Increases Passengers' Comfort and Security in Airports and Borders -- The Three Flavors of AI Decisions -- Autonomous AI -- Societal Impacts -- Application Case 1.9 Robots Took the Job of Camel-Racing Jockeys for Societal Benefits -- 1.8 Convergence of Analytics and AI -- Major Differences between Analytics and AI -- Why Combine Intelligent Systems -- How Convergence Can Help Künstliche Intelligenz (DE-588)4033447-8 gnd Informationsmanagement (DE-588)4114012-6 gnd Data Science (DE-588)1140936166 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4114012-6 (DE-588)1140936166 (DE-588)4125909-9 |
| title | Analytics, data science, & artificial intelligence systems for decision support |
| title_auth | Analytics, data science, & artificial intelligence systems for decision support |
| title_exact_search | Analytics, data science, & artificial intelligence systems for decision support |
| title_exact_search_txtP | Analytics, data science, & artificial intelligence systems for decision support |
| title_full | Analytics, data science, & artificial intelligence systems for decision support Ramesh Sharda, Dursun Delen, Efraim Turban |
| title_fullStr | Analytics, data science, & artificial intelligence systems for decision support Ramesh Sharda, Dursun Delen, Efraim Turban |
| title_full_unstemmed | Analytics, data science, & artificial intelligence systems for decision support Ramesh Sharda, Dursun Delen, Efraim Turban |
| title_short | Analytics, data science, & artificial intelligence |
| title_sort | analytics data science artificial intelligence systems for decision support |
| title_sub | systems for decision support |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Informationsmanagement (DE-588)4114012-6 gnd Data Science (DE-588)1140936166 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Künstliche Intelligenz Informationsmanagement Data Science Mensch-Maschine-Kommunikation |
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