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What is Process Model

Chapter 67
Encyclopedia of Data Science and Machine Learning
A standardized practice pattern or framework such as steps, associated tasks and activities, principles, and guidelines for planning, organizing, and executing a human endeavor. In modern society, human endeavors typically involve the use of technologies and the collaboration of people.
Published in Chapter:
Beyond Technology: An Integrative Process Model for Data Analytics
Chaojie Wang (The MITRE Corporation, USA)
Copyright: © 2023 |Pages: 15
DOI: 10.4018/978-1-7998-9220-5.ch067
Abstract
Data analytics is a key to unlock the untapped power of knowledge hidden in the trenches of big data in the age of information and intelligence. However, not all analytics efforts can achieve the desired outcomes and impacts. A successfully executed data analytics project relies on the application of an effective process model that facilitates multidisciplinary collaborations and balance technical efficiency with organizational effectiveness. This article introduces an integrated process model for data science and machine learning including its theoretical foundation and step-by-step descriptions and guidelines. The goal of this article is to provide concise, easy-to-follow guidance for data professionals and domain experts to apply this novel process model in their day-to-day collaborative and iterative analytics effort.
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Chapter 9
Adaptive Exception Management in Uncertain Environments
a structure (one among petri net, BP graph, ADEPT WSM net) that describes the precedence of activities, roles, synchronization conditions etc.
Published in Chapter: Adaptive Exception Management in Uncertain Environments; From: Handbook of Research on Complex Dynamic Process Management: Techniques for Adaptability in Turbulent Environments
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Chapter 25
The QUARTIC Process Model to Support Serious Games Development for Contextualized Competence-Based Learning and Assessment
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Chapter 16
Faculty Support and Guidance for Doctoral Candidates: Promotion of Critical Thinking
Describes the process of mastering the more scholarly to speak, read, and write.
Published in Chapter: Faculty Support and Guidance for Doctoral Candidates: Promotion of Critical Thinking; From: Handbook of Research on Advancing Critical Thinking in Higher Education
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Chapter 23
Supporting Semantic Verification of Process Models
A Process Model or Business Process Model is an abstraction from a business process in order to better understand, manage or implement processes. It is often used to handle the complexity accompanied with business processes.
Published in Chapter: Supporting Semantic Verification of Process Models; From: Handbook of Research on E-Business Standards and Protocols: Documents, Data and Advanced Web Technologies
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Chapter 113
A Model to Evaluate the Flow of an Emergency Department
A well-known term in process engineering. It is a model that shows the process that can help, but is not limited to evaluating or (re-)designing a process.
Published in Chapter: A Model to Evaluate the Flow of an Emergency Department; From: Encyclopedia of Healthcare Information Systems
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Chapter 8
Educational Applications as a Support for Reading Disability at Elementary School
A software process model is a description of the sequence of activities carried out in an software engineering project, and the relative order of these activities. It provides a fixed generic framework that can be tailored to a specific project.
Published in Chapter: Educational Applications as a Support for Reading Disability at Elementary School; From: UXD and UCD Approaches for Accessible Education
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Chapter 657
Software Process Improvement for Web-Based Projects Comparative View
Representation of a real-world process that focuses only on specific features of the real-world process and does not capture all details.
Published in Chapter: Software Process Improvement for Web-Based Projects Comparative View; From: Encyclopedia of Information Science and Technology, Fourth Edition
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Chapter 20
Formal Analysis of Workflows in Software Development
Any description of a process (not necessarily formal), that shows a series of steps aimed at accomplishing some goal.
Published in Chapter: Formal Analysis of Workflows in Software Development; From: Handbook of Research on Socio-Technical Design and Social Networking Systems
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Chapter 5
Instructional Re-design for an Active Flipped Classroom: Two Frameworks Are Better than One
A logical collection of actions, steps or procedures implemented in a coherent framework. A process model offers a visual or narrative account of how something works, comes together, or proceeds, and how those actions, steps or procedures lead to specific results.
Published in Chapter: Instructional Re-design for an Active Flipped Classroom: Two Frameworks Are Better than One; From: Handbook of Research on Active Learning and the Flipped Classroom Model in the Digital Age
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Chapter 49
Healthcare Process Development with BPMN
In Business process modeling the enterprise process model is often referred to as the business process model. Process models are core concepts in the discipline of Process Engineering. Process models are processes of the same nature that are classified together into a model. Thus, a process model is a description of a process at the type level.
Published in Chapter: Healthcare Process Development with BPMN; From: Handbook of Research on Developments in E-Health and Telemedicine: Technological and Social Perspectives
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Chapter 18
Automated Framework for Software Process Model Selection Based on Soft Computing Approach
Describes the sequence of phases for the entire lifetime of a product (also called as product life cycle).
Published in Chapter: Automated Framework for Software Process Model Selection Based on Soft Computing Approach; From: Handbook of Research on Fuzzy and Rough Set Theory in Organizational Decision Making
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Chapter 177
Workflow Management Systems for Healthcare Processes
A formal description of a business process. The definition is performed via a process definition language (PDL), which in most cases is WfMS-dependent.
Published in Chapter: Workflow Management Systems for Healthcare Processes; From: Encyclopedia of Healthcare Information Systems
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Chapter 13
Inter-Workflow Patterns in Logistic Processes
a logical and graphical description of a real business process. The purpose of process model is to analyze and improve processes.
Published in Chapter: Inter-Workflow Patterns in Logistic Processes; From: Handbook of Research on Complex Dynamic Process Management: Techniques for Adaptability in Turbulent Environments
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