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Process modeling

About: Process modeling is a research topic. Over the lifetime, 11639 publications have been published within this topic receiving 223996 citations. The topic is also known as: process simulation.


Papers
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Journal ArticleDOI
TL;DR: An optimal matching procedure is used to measure the pairwise distances among event sequences occurring in 53 computer-based information system IS implementation projects and demonstrates how an empirical taxonomy that incorporates the dynamics of event sequences may be developed.
Abstract: A widely accepted and usable taxonomy is a fundamental element in the development of a scientific body of knowledge. However, the creation of good empirical taxonomies of implementation processes is complicated by the need to consider the dynamics of the implementation process. This paper addresses this difficulty by using an optimal matching procedure to measure the pairwise distances among event sequences occurring in 53 computer-based information system IS implementation projects. Cluster analysis based on these inter-sequence distances is used to generate the empirical taxonomy of implementation processes. The resulting taxonomy includes six distinct archetypical processes. One of the process types is labeled textbook life cycle type 4 due to its close resemblance to the detailed, rational approach commonly prescribed in IS textbooks. The logical minimalist process type 1 follows some of the basic steps of the textbook approach, but is characterized by little project definition and infrequent assignment of personnel. Whereas both textbook life cycle and logical minimalist approaches use external vendors and consultants to some extent, external dependence is much greater in traditional off-the-shelf type 2 and outsourced cooperative type 5 processes. The traditional off-the-shelf process simply involves purchasing the system from an external vendor, with little system construction or assignment of personnel. In contrast, the outsourced cooperative process consists of joint system development by internally assigned personnel and external vendors. The remaining two process types-problem-driven minimalist type 3 and in-house trial and error type 6-are both considerably influenced by performance problems. The problem-driven minimalist process is initiated by such problems, with little project definition, and results in a reassignment of organizational roles. The in-house trial-and-error process begins like textbook life cycle, with a clear project definition, but involves frequent system modifications to respond to the performance problems encountered during the project. The paper demonstrates how an empirical taxonomy that incorporates the dynamics of event sequences may be developed. The archetypes comprising the taxonomy are related to other implementation process models available in the literature. Some limitations of the study are acknowledged and its implications for future research and practice are discussed.

197 citations

Journal ArticleDOI
TL;DR: This paper examines the elements of organization-oriented macro decisions as well as process-oriented micro decisions in the RE process and illustrates how to integrate classical decision-making models with RE process models.
Abstract: The requirements engineering (RE) process is a decision-rich complex problem solving activity. This paper examines the elements of organization-oriented macro decisions as well as process-oriented micro decisions in the RE process and illustrates how to integrate classical decision-making models with RE process models. This integration helps in formulating a common vocabulary and model to improve the manageability of the RE process, and contributes towards the learning process by validating and verifying the consistency of decision-making in RE activities.

197 citations

Journal ArticleDOI
TL;DR: A non-linear modeling framework that supports model development in between empirical and mechanistic modeling and a flexible computer aided modeling tool that supports modeling within this framework are presented.

196 citations

Journal ArticleDOI
01 Jan 2010
TL;DR: This paper discusses advanced concepts for the design and modeling of such a reference process model as well as for the adjustments required to configure the different process variants.
Abstract: Usually, for a particular business process different variants exist. Each of them constitutes an adjustment of a reference process model to specific requirements building the process context. Contemporary process management tools do not adequately support the modeling of such process variants. Either the variants have to be specified as separate process models or they are expressed in terms of conditional branches within the same process model. Both methods often lead to redundancies making model adaptations a time-consuming and error-prone task. In this article, we discuss selected concepts of the Provop approach for modeling and managing process variants. A particular process variant can be configured at a high level of abstraction by applying a set of well-defined change operations to a reference process model. In particular, this article discusses advanced concepts for the design and modeling of such a reference process model as well as for the adjustments required to configure the different process variants. Altogether, Provop provides a flexible and powerful solution for process variant management. Copyright © 2010 John Wiley & Sons, Ltd.

196 citations

Journal ArticleDOI
TL;DR: In recent years, an increasing amount of attention has been paid to the construction of process models for the product development process as mentioned in this paper, which is an important first step in the development of managerially useful decision aids.

194 citations


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Performance
Metrics
No. of papers in the topic in previous years
YearPapers
202359
2022184
2021254
2020327
2019368
2018395