Bridging optimization and antifragility in goal-oriented requirements engineering

Omar Abou Kasm; Nabil Kenan; Ali Diabat; Davor Svetinovic

Bridging optimization and antifragility in goal-oriented requirements engineering

Omar Abou Kasm, Nabil Kenan, Ali Diabat, Davor Svetinovic

Research output: Contribution to conference › Paper › peer-review

Abstract

This paper presents an effort in integrating optimization modeling with data analytics in a goal-oriented requirements engineering KAOS method. We developed a step by step guidelines to produce a complete model, including goal, responsibility, operation, and object modeling. We analyzed and elaborated the method through two industry examples. All of this was done with the additional constraint to develop antifragile models that can capture realistic assumptions and can adapt to change especially in unexpected circumstances.

Original language	English (US)
State	Published - 2017
Event	21st Pacific Asia Conference on Information Systems: Societal Transformation Through IS/IT, PACIS 2017 - Langkawi, Malaysia Duration: Jul 16 2017 → Jul 20 2017

Conference

Conference	21st Pacific Asia Conference on Information Systems: Societal Transformation Through IS/IT, PACIS 2017
Country/Territory	Malaysia
City	Langkawi
Period	7/16/17 → 7/20/17

Keywords

Data science
KAOS
Optimization
Requirements engineering

ASJC Scopus subject areas

Information Systems

Cite this

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title = "Bridging optimization and antifragility in goal-oriented requirements engineering",

abstract = "This paper presents an effort in integrating optimization modeling with data analytics in a goal-oriented requirements engineering KAOS method. We developed a step by step guidelines to produce a complete model, including goal, responsibility, operation, and object modeling. We analyzed and elaborated the method through two industry examples. All of this was done with the additional constraint to develop antifragile models that can capture realistic assumptions and can adapt to change especially in unexpected circumstances.",

keywords = "Data science, KAOS, Optimization, Requirements engineering",

author = "Kasm, {Omar Abou} and Nabil Kenan and Ali Diabat and Davor Svetinovic",

note = "Publisher Copyright: {\textcopyright} PACIS 2017. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 21st Pacific Asia Conference on Information Systems: Societal Transformation Through IS/IT, PACIS 2017 ; Conference date: 16-07-2017 Through 20-07-2017",

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AU - Kenan, Nabil

AU - Diabat, Ali

AU - Svetinovic, Davor

PY - 2017

Y1 - 2017

N2 - This paper presents an effort in integrating optimization modeling with data analytics in a goal-oriented requirements engineering KAOS method. We developed a step by step guidelines to produce a complete model, including goal, responsibility, operation, and object modeling. We analyzed and elaborated the method through two industry examples. All of this was done with the additional constraint to develop antifragile models that can capture realistic assumptions and can adapt to change especially in unexpected circumstances.

AB - This paper presents an effort in integrating optimization modeling with data analytics in a goal-oriented requirements engineering KAOS method. We developed a step by step guidelines to produce a complete model, including goal, responsibility, operation, and object modeling. We analyzed and elaborated the method through two industry examples. All of this was done with the additional constraint to develop antifragile models that can capture realistic assumptions and can adapt to change especially in unexpected circumstances.

KW - Data science

KW - KAOS

KW - Optimization

KW - Requirements engineering

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M3 - Paper

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T2 - 21st Pacific Asia Conference on Information Systems: Societal Transformation Through IS/IT, PACIS 2017

Y2 - 16 July 2017 through 20 July 2017

ER -

Bridging optimization and antifragility in goal-oriented requirements engineering

Abstract

Conference

Keywords

ASJC Scopus subject areas

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