A fuzzy-based requirement selection method for considering value dependencies in software release planning
Paper
Mougouei, Davoud, Ghose, Aditya, Dam, Hoa, Fahmideh, Mahdi and Powers, David. 2021. "A fuzzy-based requirement selection method for considering value dependencies in software release planning." 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021). Luxembourg 11 - 14 Jul 2021 United States. https://doi.org/10.1109/FUZZ45933.2021.9494422
| Paper/Presentation Title | A fuzzy-based requirement selection method for considering value dependencies in software release planning |
|---|---|
| Presentation Type | Paper |
| Authors | Mougouei, Davoud (Author), Ghose, Aditya (Author), Dam, Hoa (Author), Fahmideh, Mahdi (Author) and Powers, David (Author) |
| Journal or Proceedings Title | Proceedings of the 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021) |
| Number of Pages | 6 |
| Year | 2021 |
| Place of Publication | United States |
| Digital Object Identifier (DOI) | https://doi.org/10.1109/FUZZ45933.2021.9494422 |
| Web Address (URL) of Paper | https://ieeexplore.ieee.org/document/9494422 |
| Web Address (URL) of Conference Proceedings | https://ieeexplore.ieee.org/xpl/conhome/9494373/proceeding |
| Conference/Event | 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021) |
| Event Details | Rank A A A A A A |
| Event Details | 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021) Event Date 11 to end of 14 Jul 2021 Event Location Luxembourg |
| Abstract | Requirement selection is an essential component of software release planning, which finds, for a given budget, an optimal subset of the requirements with the highest value. However, due to the dependencies among software requirements, selecting or ignoring a requirement may impact the values of others. But such Value Dependencies are imprecise and hard to capture; they have been ignored by the existing requirement selection methods, increasing the risk of value loss in software projects. To address this, we have proposed a fuzzy-based optimization method with two main components: (i) a fuzzy-based technique for modelling value dependencies and capturing their imprecision, and (ii) an Integer Linear Programming (ILP) model that takes into account value dependencies in software requirement selection. The scalability and effectiveness of the method in mitigating value loss are demonstrated through simulations. |
| Keywords | requirement selection; value dependencies |
| Contains Sensitive Content | Does not contain sensitive content |
| ANZSRC Field of Research 2020 | 460204. Fuzzy computation |
| Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
| Byline Affiliations | University of Wollongong |
| Flinders University | |
| Institution of Origin | University of Southern Queensland |
Permalink -
https://research.usq.edu.au/item/q6yy6/a-fuzzy-based-requirement-selection-method-for-considering-value-dependencies-in-software-release-planning
67
total views3
total downloads1
views this month0
downloads this month
Export as
Related outputs
Insights into software development approaches: mining Q &A repositories
Khan, Arif Ali, Khan, Javed Ali, Akbar, Muhammad Azeem, Zhou, Peng and Fahmideh, Mahdi. 2024. "Insights into software development approaches: mining Q &A repositories." Empirical Software Engineering: an international journal. 29 (1). https://doi.org/10.1007/s10664-023-10417-5Cybersecurity threats in FinTech: A systematic review
Javaheri, Danial, Fahmideh, Mahdi, Chizari, Hassan, Lalbakhsh, Pooia and Hur, Junbeom. 2024. "Cybersecurity threats in FinTech: A systematic review." Expert Systems with Applications. 241. https://doi.org/10.1016/j.eswa.2023.122697Agile Practices for Quantum Software Development: Practitioners' Perspectives
Khan, Arif Ali, Akbar, Muhammad Azeem, Ahmad, Aakash, Fahmideh, Mahdi, Shameem, Mohammad, Lahtinen, Valtteri, Waseem, Muhammad and Mikkonen, Tommi. 2023. "Agile Practices for Quantum Software Development: Practitioners' Perspectives." 2023 IEEE International Conference on Quantum Software (QSW). Chicago, United States 02 - 08 Jul 2023 United States. https://doi.org/0.1109/QSW59989.2023.00012Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions
Fahmideh, Mahdi, Grundy, John, Ahmad, Aakash, Shen, Jun, Yan, Jun, Mougouei, Davoud, Wang, Peng, Ghose, Aditya, Gunawardana, Anuradha, Aickelin, Uwe and Abedin, Babak. 2023. "Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions ." ACM Computing Surveys. 55 (6), pp. 1-44. https://doi.org/10.1145/3530813Software engineering for internet of underwater things to analyze oceanic data
Razzaq, Abdul, Ahmad, Aakash, Malik, Asad Waqar, Fahmideh, Mahdi and Ramadan, Rabie A.. 2023. "Software engineering for internet of underwater things to analyze oceanic data." Internet of Things. 24. https://doi.org/10.1016/j.iot.2023.100893TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence
Lu, Dong, Zhai, Yanlong, Shen, Jun, Fahmideh, Mahdi, Wu, Jianqing, Tchaye-Kondi, Jude and Zhu, Liehuang. 2023. "TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence." IEEE Transactions on Services Computing. 16 (3), pp. 2254-2266.Software architecture for quantum computing systems — A systematic review
Khan, Arif, Ahmad, Aakash, Waseem, Muhammad, Liang, Peng, Fahmideh, Mahdi, Mikkonen, Tommi and Abrahamsson, Pekka. 2023. "Software architecture for quantum computing systems — A systematic review." Journal of Systems and Software. 201. https://doi.org/10.1016/j.jss.2023.111682A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods
Khajehali, Naghmeh, Yan, Jun, Chow, Yang-Wai and Fahmideh, Mahdi. 2023. "A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods." Sensors. 23 (16). https://doi.org/10.3390/s23167235Towards Human-Bot Collaborative Software Architecting with ChatGPT
Ahmad, Aakash, Waseem, Muhammad, Liang, Peng, Fahmideh, Mahdi, Aktar, Mst Shamima and Mikkonen, Tommi. 2023. "Towards Human-Bot Collaborative Software Architecting with ChatGPT." 27th International Conference on Evaluation and Assessment in Software Engineering (EASE 2023). Oulu, Finland 14 - 16 Jun 2023 United States. https://doi.org/10.1145/3593434.3593468Dependency-aware software requirements selection using fuzzy graphs and integer programming
Mougouei, Davoud and Powers, David M.W.. 2021. "Dependency-aware software requirements selection using fuzzy graphs and integer programming." Expert Systems with Applications. 167, pp. 1-23. https://doi.org/10.1016/j.eswa.2020.113748Dependency-aware release planning for software projects using fuzzy graphs and integer programming
Mougouei, Davoud and Powers, David M. W.. 2019. "Dependency-aware release planning for software projects using fuzzy graphs and integer programming." Journal of Intelligent and Fuzzy Systems. 37 (3), pp. 3693-3707. https://doi.org/10.3233/JIFS-182810A fuzzy framework for prioritization and partial selection of security requirements in software projects
Mougouei, Davoud, Powers, David M.W. and Mougouei, Elahe. 2019. "A fuzzy framework for prioritization and partial selection of security requirements in software projects." Journal of Intelligent and Fuzzy Systems. 37 (2), pp. 2671-2686. https://doi.org/10.3233/JIFS-182907Dependency-aware software release planning through mining user preferences
Mougouei, Davoud and Powers, David M. W.. 2020. "Dependency-aware software release planning through mining user preferences." Soft Computing. 24 (15), pp. 11673-11693. https://doi.org/10.1007/s00500-019-04630-yRole of ontologies in beach safety management analytics systems
Fahmideh, Mahdi, Beydoun, Ghassan, Bandara, Madhushi, Ahmad, Aakash, Shrestha, Anup and Khan, Arif Ali. 2022. "Role of ontologies in beach safety management analytics systems." 26th Pacific Asia Conference on Information Systems (PACIS 2022). Taipei, Taiwan 05 - 09 Jul 2022A model-driven approach to reengineering processes in cloud computing
Fahmideh, Mahdi, Grundy, John, Beydoun, Ghassan, Zowghi, Didar, Susilo, Willy and Mougouei, Davoud. 2022. "A model-driven approach to reengineering processes in cloud computing." Information and Software Technology. 144, pp. 1-18. https://doi.org/10.1016/j.infsof.2021.106795Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach
Oliveira, Francisco Braulio, Haque, Amanul, Mougouei, Davoud, Evans, Simon, Sichman, Jaime Simao and Singh, Munindar P.. 2022. "Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach." IEEE Access. 10, pp. 16883-16897. https://doi.org/10.1109/ACCESS.2022.3150329Understanding the emotional response to COVID-19 information in news and social media: A mental health perspective
Jones, Rosalind, Mougouei, Davoud and Evans, Simon L.. 2021. "Understanding the emotional response to COVID-19 information in news and social media: A mental health perspective." Human Behavior and Emerging Technologies. 3 (5), pp. 832-842. https://doi.org/10.1002/hbe2.304Software Engineering for Internet of Things: The Practitioners’ Perspective
Fahmideh, Mahdi, Ahmad, Aakash, Behnaz, Ali, Grundy, John and Susilo, Willy. 2022. "Software Engineering for Internet of Things: The Practitioners’ Perspective." IEEE Transactions on Software Engineering. 48 (8), pp. 2857-2878. https://doi.org/10.1109/TSE.2021.3070692An integer linear programming model for binary knapsack problem with dependent item values
Mougouei, Davoud, Powers, David M.W. and Moeini, Ashgar. 2017. "An integer linear programming model for binary knapsack problem with dependent item values." Peng, Wei, Alahakoon, Damminda and Li, Xiaodong (ed.) 30th Australasian Joint Conference on Artificial Intelligence (AI 2017). Melbourne, Australia 19 - 20 Aug 2017 Switzerland. https://doi.org/10.1007/978-3-319-63004-5_12Operationalizing human values in software: A research roadmap
Mougouei, Davoud, Perera, Harsha, Hussain, Waqar, Shams, Rifat and Whittle, Jon. 2018. "Operationalizing human values in software: A research roadmap." Leavens, Gary T., Garcia, Alessandro and Pasareanu, Corina S. (ed.) 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018). Lake Buena Vista, United States 04 - 09 Nov 2018 United States. https://doi.org/10.1145/3236024.3264843Integrating Social Values into Software Design Patterns
Hussain, Waqar, Mougouei, Davoud and Whittle, Jon. 2018. "Integrating Social Values into Software Design Patterns." 2018 ACM/IEEE International Workshop on Software Fairness: Fairware (ACM 2018). Gothenburg, Sweden 29 May 2018 United States. https://doi.org/10.1145/3194770.3194777Modeling and Selection of Interdependent Software Requirements Using Fuzzy Graphs
Mougouei, Davoud and Powers, David M. W.. 2017. "Modeling and Selection of Interdependent Software Requirements Using Fuzzy Graphs." International Journal of Fuzzy Systems. 19 (6), pp. 1812-1828. https://doi.org/10.1007/s40815-017-0364-4Towards Integrating Human Values into Software: Mapping Principles and Rights of GDPR to Values
Perera, Harsha, Hussain, Waqar, Mougouei, Davoud, Shams, Rifat Ara, Nurwidyantoro, Arif and Whittle, Jon. 2019. "Towards Integrating Human Values into Software: Mapping Principles and Rights of GDPR to Values." Damian, Daniela, Perini, Anna and Lee, Seok-Won (ed.) IEEE 27th International Requirements Engineering Conference (RE 2019). Jeju Island, Korea United States. https://doi.org/10.1109/RE.2019.00053Engineering human values in software through value programming
Mougouei, Davoud. 2020. "Engineering human values in software through value programming." 42nd IEEE/ACM International Conference on Software Engineering Workshops (ICSEW 2020). Seoul, South Korea 27 Jun - 19 Jul 2020 United States. https://doi.org/10.1145/3387940.3392242A study on the prevalence of human values in software engineering publications, 2015 - 2018
Perera, Harsha, Hussain, Waqar, Whittle, Jon, Nurwidyantoro, Arif, Mougouei, David, Shams, Rifat Ara and Oliver, Gillian. 2020. "A study on the prevalence of human values in software engineering publications, 2015 - 2018." 42nd IEEE/ACM International Conference on Software Engineering Workshops (ICSEW 2020). Seoul, South Korea 27 Jun - 19 Jul 2020 United States. https://doi.org/10.1145/3377811.3380393Partial Selection of Software Requirements: A Fuzzy Method
Mougouei, Davoud, Mougouei, Elahe and Powers, David M. W.. 2021. "Partial Selection of Software Requirements: A Fuzzy Method." International Journal of Fuzzy Systems. 23 (7), pp. 2067-2079. https://doi.org/10.1007/s40815-021-01093-yAn Overview of Ontologies and Tool Support for COVID-19 Analytics
Ahmad, Aakash, Bandara, Madhushi, Fahmideh, Mahdi, Proper, Henderik A., Guizzardi, Giancarlo and Soar, Jeffrey. 2021. "An Overview of Ontologies and Tool Support for COVID-19 Analytics." 2021 IEEE 25th International Enterprise Distributed Object Computing Workshop (EDOCW). Gold Coast, Australia 25 Oct 2021 United States. https://doi.org/10.1109/EDOCW52865.2021.00026Embracing iterations in Quantum software: a vision
Khan, Arif Ali, Fahmideh, Mahdi, Ahmad, Aakash, Waseem, Muhammad, Niazi, Mahmood, Lahtinen, Valtteri and Mikkonen, Tommi. 2022. "Embracing iterations in Quantum software: a vision." 1st International Workshop on Quantum Programming for Software Engineering (QP4SE 2022). Singapore 18 - 18 Nov 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3549036.3562057Ethics of AI: A Systematic Literature Review of Principles and Challenges
Khan, Arif Ali, Badshah, Sher, Liang, Peng, Waseem, Muhammad, Khan, Bilal, Ahmad, Aakash, Fahmideh, Mahdi, Niazi, Mahmood and Akbar, Muhammad Azeem. 2022. "Ethics of AI: A Systematic Literature Review of Principles and Challenges." 26th International Conference on Evaluation and Assessment in Software Engineering (EASE 2022). Gothenburg, Sweden 13 - 15 Jun 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3530019.3531329Towards Process Centered Architecting for Quantum Software Systems
Ahmad, Aakash, Khan, Arif Ali, Waseem, Muhammad, Fahmideh, Mahdi and Mikkonen, Tommi. 2022. "Towards Process Centered Architecting for Quantum Software Systems." 2022 IEEE International Conference on Quantum Software (QSW). Barcelona, Spain 10 - 16 Jul 2022 United States. https://doi.org/10.1109/QSW55613.2022.00019An exploration of IoT platform development
Fahmideh, Mahdi and Zowghi, Didar. 2020. "An exploration of IoT platform development." Information Systems. 87. https://doi.org/10.1016/j.is.2019.06.005Experiential probabilistic assessment of cloud services
Fahmideh, Mahdi, Beydoun, Ghassan and Low, Graham. 2019. "Experiential probabilistic assessment of cloud services." Information Sciences. 502, pp. 510-524. https://doi.org/10.1016/j.ins.2019.06.027A generic cloud migration process model
Fahmideh, Mahdi, Daneshgar, Farhad, Rabhi, Fethi and Beydoun, Ghassan. 2019. "A generic cloud migration process model." European Journal of Information Systems. 28 (3), pp. 233-255. https://doi.org/10.1080/0960085X.2018.1524417Big data analytics architecture design — An application in manufacturing systems
Fahmideh, Mahdi and Beydoun, Ghassan. 2019. "Big data analytics architecture design — An application in manufacturing systems." Computers and Industrial Engineering. 128, pp. 948-963. https://doi.org/10.1016/j.cie.2018.08.004Reusing empirical knowledge during cloud computing adoption
Fahmideh, Mahdi and Beydoun, Ghassan. 2018. "Reusing empirical knowledge during cloud computing adoption." Journal of Systems and Software. 138, pp. 124-157. https://doi.org/10.1016/j.jss.2017.12.011Challenges in migrating legacy software systems to the cloud — an empirical study
Gholami, Mahdi Fahmideh, Daneshgar, Farhad, Beydoun, Ghassan and Rabhi, Fethi. 2017. "Challenges in migrating legacy software systems to the cloud — an empirical study." Information Systems. 67, pp. 100-113. https://doi.org/10.1016/j.is.2017.03.008Dependency-Aware Software Release Planning
Mougouei, Davoud, Powers, David M. W. and Moeini, Asghar. 2017. "Dependency-Aware Software Release Planning." 39th IEEE/ACM International Conference on Software Engineering Companion (ICSE-C 2017). Buenos Aires, Argentina 20 - 28 May 2017 United States. IEEE (Institute of Electrical and Electronics Engineers). pp. 198-200 https://doi.org/10.1109/ICSE-C.2017.74Cloud migration process—A survey, evaluation framework, and open challenges
Gholami, Mahdi Fahmideh, Daneshgar, Farhad, Low, Graham and Beydoun, Ghassan. 2016. "Cloud migration process—A survey, evaluation framework, and open challenges." Journal of Systems and Software. 120, pp. 31-69. https://doi.org/10.1016/j.jss.2016.06.068Metrics for BPEL Process Reusability Analysis in a Workflow System
Khoshkbarforoushha, Alireza, Jamshidi, Pooyan, Gholami, Mahdi Fahmideh, Wang, Lizhe and Ranjan, Rajiv. 2016. "Metrics for BPEL Process Reusability Analysis in a Workflow System." IEEE Systems Journal. 10 (1), pp. 36-45. https://doi.org/10.1109/JSYST.2014.2317310Factoring Requirement Dependencies in Software Requirement Selection using Graphs and Integer Programming
Mougouei, Davoud. 2016. "Factoring Requirement Dependencies in Software Requirement Selection using Graphs and Integer Programming." 31st IEEE/ACM International Conference on Automated Software Engineering (ASE 2016). Singapore 03 - 07 Sep 2016 United States. IEEE (Institute of Electrical and Electronics Engineers). pp. 884-887 https://doi.org/10.1145/2970276.2975936Partial selection of agile software requirements
Mougouei, Davoud, Shen, Haifeng and Babar, Muhammad Ali. 2015. "Partial selection of agile software requirements." International Journal of Software Engineering and Its Applications. 9 (1), pp. 113-126. https://doi.org/10.14257/ijseia.2015.9.1.10Enhancing the OPEN Process Framework with service-oriented method fragments
Gholami, Mahdi Fahmideh, Sharif, Mohsen and Jamshidi, Pooyan. 2014. "Enhancing the OPEN Process Framework with service-oriented method fragments." Software and Systems Modeling. 13 (1), pp. 361-390. https://doi.org/10.1007/s10270-011-0222-zVisibility Requirements Engineering for Commercial Websites
Mougouei, Davoud and Yeung, Man Kwan. 2014. "Visibility Requirements Engineering for Commercial Websites." International Journal of Software Engineering and Its Applications. 8 (8), pp. 11-18. https://doi.org/10.14257/ijseia.2014.8.8,02A Fuzzy-Based Technique for Describing Security Requirements of Intrusion Tolerant Systems
Mougouei, Davoud and Ab. Rahman, Wan Nurhayati Wan. 2013. "A Fuzzy-Based Technique for Describing Security Requirements of Intrusion Tolerant Systems." International Journal of Software Engineering and Its Applications. 7 (2), pp. 99-112.Goal-Based Requirement Engineering for Fault Tolerant Security-Critical Systems
Mougouei, Davoud. 2013. "Goal-Based Requirement Engineering for Fault Tolerant Security-Critical Systems." International Journal of Software Engineering and Its Applications. 7 (5), pp. 1-14. https://doi.org/10.14257/ijseia.2013.7.5.01Evaluating Fault Tolerance in Security Requirements of Web Services
Mougouei, Davoud, Ab. Rahman, Wan Nurhayati Wan and Almasi, Mohammad Moein. 2012. "Evaluating Fault Tolerance in Security Requirements of Web Services." 2012 International Conference on Cyber Security, Cyber Warfare and Digital Forensic (CyberSec 2012). Kuala Lumpur, Malaysia 26 - 28 Jun 2012 United States. IEEE (Institute of Electrical and Electronics Engineers). pp. 111-116 https://doi.org/10.1109/CyberSec.2012.6246125A Goal-Based Modeling Approach to Develop Security Requirements of Fault Tolerant Security-Critical Systems
Mougouei, Davoud, Moghtadaei, Mohammad and Moradmand, Somayeh. 2012. "A Goal-Based Modeling Approach to Develop Security Requirements of Fault Tolerant Security-Critical Systems." 2012 International Conference on Computer and Communication Engineering (ICCCE 2012). Kuala Lumpur, Malaysia 03 - 05 Jul 2012 United States. IEEE (Institute of Electrical and Electronics Engineers). pp. 200-205 https://doi.org/10.1109/ICCCE.2012.6271180Methods for the blind signal separation problem
Li, Yan, Wen, Peng and Powers, David. 2003. "Methods for the blind signal separation problem." ICNNSP 2003: International Conference on Neural Networks and Signal Processing. Nanjing, China 14 - 17 Dec 2003 Piscataway, NJ. United States. https://doi.org/10.1109/ICNNSP.2003.1281131Strategies for Improving MDA-Based Development Processes
Gholami, Mehdi Fahmideh and Ramsin, Raman. 2010. "Strategies for Improving MDA-Based Development Processes." UKSim/AMSS First International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2010). Liverpool, United Kingdom 27 - 29 Jan 2010 United Kingdom. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ISMS.2010.38Criteria-Based Evaluation Framework for Service-Oriented Methodologies
Gholami, Mehdi Fahmideh, Habibi, Jafar, Shams, Fereidoon and Khoshnevis, Sedigheh. 2010. "Criteria-Based Evaluation Framework for Service-Oriented Methodologies." 12th International Conference on Computer Modelling and Simulation (UKSim 2010). Cambridge, United Kingdom 24 - 26 Mar 2010 United Kingdom. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/UKSIM.2010.30Comparison of blind source separation algorithms
Li, Yan, Powers, David and Peach, James. 2001. "Comparison of blind source separation algorithms." Mastorakis, Nikos E. (ed.) WSES International Conference on Neural Networks and Applications 2001. Tenerife, Spain 11 - 15 Feb 2001 Greece.This item comprises data from the following sources: Web of Science