具有多个涉众的基于偏好的特征模型配置

Jacob Stein, Ingrid Nunes, Elder Cirilo
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引用次数: 20

摘要

众所周知,特征模型配置是一项困难、容易出错且耗时的活动。当配置过程中涉及多个涉众时,该活动变得更加复杂。研究工作提出了帮助多利益相关者特征模型配置的方法,但它们依赖于约束某些利益相关者决策的系统过程。在本文中,我们提出了一种改进多利益相关者配置过程的新方法,该方法考虑了通过硬约束和软约束表达的利益相关者偏好。基于这样的偏好,我们推荐不同的产品配置使用不同的策略,从社会选择理论。我们进行了一项实证研究,以评估我们的策略在个人利益相关者满意度和所有利益相关者之间的公平性方面的有效性。结果表明,特定策略在这些方面表现最好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preference-based feature model configuration with multiple stakeholders
Feature model configuration is known to be a hard, error-prone and time-consuming activity. This activity gets even more complicated when it involves multiple stakeholders in the configuration process. Research work has proposed approaches to aid multi-stakeholder feature model configuration, but they rely on systematic processes that constraint decisions of some of the stakeholders. In this paper, we propose a novel approach to improve the multi-stakeholder configuration process, considering stakeholders' preferences expressed through both hard and soft constraints. Based on such preferences, we recommend different product configurations using different strategies from the social choice theory. We conducted an empirical study to evaluate the effectiveness of our strategies with respect to individual stakeholder satisfaction and fairness among all stakeholders. Results indicate that particular strategies perform best with respect to these aspects.
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