Literature Review to Collect Conceptual Variables of Scenario Methods for Establishing a Conceptual Scenario Framework

05/17/2022
by   Young-Min Baek, et al.
0

Over recent decades, scenarios and scenario-based software/system engineering have been actively employed as essential tools to handle intricate problems, validate requirements, and support stakeholders' communication. However, despite the widespread use of scenarios, there have been several challenges for engineers to more willingly utilize scenario-based engineering approaches (i.e., scenario methods) in their projects. First, the term scenario has numerous published definitions, thus lacking in a well-established shared understanding of scenarios and scenario methods. Second, the conceptual basis for engineers developing or employing scenarios is missing. To establish shared understanding and to find common denominators of scenario methods, this study leverages well-defined metamodeling and conceptualization that systematically investigate the concepts under analysis and define core entities and their relations. By conducting a semi-systematic literature review, conceptual variables are collected and conceptualized as a conceptual meta-model. As a result, this study introduces scenario variables (SVs) that represent constructs/semantics of scenario descriptions, according to 4 levels of constructs of a scenario method. To evaluate the comprehensibility and applicability of the defined variables, we analyze five existing scenario methods and their instances in automated driving system (ADS) domains. The results showed that our conceptual model and its constituent scenario variables adequately support the understanding of a scenario method and provide a means for comparative analysis between different scenario methods.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/04/2023

Is Scenario Generation Ready for SOTIF? A Systematic Literature Review

Scenario-based testing is considered state-of-the-art to verify and vali...
research
10/16/2021

Finding Critical Scenarios for Automated Driving Systems: A Systematic Literature Review

Scenario-based approaches have been receiving a huge amount of attention...
research
05/05/2023

Encoding Variables, Evaluation Criteria and Evaluation Methods for Data Physicalizations: A Review

Data Physicalization focuses on understanding how physical representatio...
research
04/21/2023

1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey

Scenario generation is one of the essential steps in scenario-based test...
research
05/31/2018

Artefacts in Software Engineering: What are they after all?

Artefacts play a vital role in today's software and systems development ...
research
09/12/2019

A Survey of DevOps Concepts and Challenges

DevOps is a collaborative and multidisciplinary organizational effort to...
research
06/13/2018

Unbundling Open Access dimensions: a conceptual discussion to reduce terminology inconsistencies

The current ways in which documents are made freely accessible in the We...

Please sign up or login with your details

Forgot password? Click here to reset