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What is Process Model

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
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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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.
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Faculty Support and Guidance for Doctoral Candidates: Promotion of Critical Thinking
Describes the process of mastering the more scholarly to speak, read, and write.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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).
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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.
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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.
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