Keynote - Requirements Engineering for Machine Learning: Non-functional Requirements as Core Functions

被引:0
|
作者
Horkoff, Jennifer [1 ]
机构
[1] Chalmers Univ Gothenburg, Gothenburg, Sweden
基金
瑞典研究理事会;
关键词
requirements engineering; machine learning; artificial intelligence; non-functional requirements; quality requirements;
D O I
10.1109/REW56159.2022.00034
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This extended abstract gives a short summary of one of the keynotes for the 9th International Workshop on Artificial Intelligence and Requirements Engineering (AIRE), 2022, co-located with the 30th IEEE International Requirements Engineering 2022 Conference.
引用
收藏
页码:141 / 141
页数:1
相关论文
共 50 条
  • [1] Scoping of Non-Functional Requirements for Machine Learning Systems
    Habibullah, Khan Mohammad
    Diaz, Juan Garcia
    Gay, Gregory
    Horkoff, Jennifer
    [J]. 32ND IEEE INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE, RE 2024, 2024, : 496 - 497
  • [2] Non-Functional Requirements for Machine Learning: Challenges and New Directions
    Horkoff, Jennifer
    [J]. 2019 27TH IEEE INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE 2019), 2019, : 386 - 391
  • [3] Mining Non-Functional Requirements using Machine Learning Techniques
    Jindal, Rajni
    Malhotra, Ruchika
    Jain, Abha
    Bansal, Ankita
    [J]. E-INFORMATICA SOFTWARE ENGINEERING JOURNAL, 2021, 15 (01) : 85 - 114
  • [4] Automatically Classifying Functional and Non-Functional Requirements Using Supervised Machine Learning
    Kurtanovic, Zijad
    Maalej, Walid
    [J]. 2017 IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE), 2017, : 490 - 495
  • [5] Non-Functional Requirements for Machine Learning: An Exploration of System Scope and Interest
    Habibullah, Khan Mohammad
    Gay, Gregory
    Horkoff, Jennifer
    [J]. 2022 IEEE/ACM 1ST INTERNATIONAL WORKSHOP ON SOFTWARE ENGINEERING FOR RESPONSIBLE ARTIFICIAL INTELLIGENCE (SE4RAI 2022), 2022, : 29 - 36
  • [6] On non-functional requirements
    Glinz, Martin
    [J]. 15TH IEEE INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE, PROCEEDINGS, 2007, : 21 - +
  • [7] Are "Non-functional" Requirements really Non-functional?
    Eckhardt, Jonas
    Vogelsang, Andreas
    Fernandez, Daniel Mendez
    [J]. 2016 IEEE/ACM 38TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE), 2016, : 832 - 842
  • [8] Modeling the Impact of Non-functional Requirements on Functional Requirements
    Gnaho, Christophe
    Semmak, Farida
    Laleau, Regine
    [J]. ADVANCES IN CONCEPTUAL MODELING, ER 2013, 2014, 8697 : 59 - 67
  • [9] Impact of Non-functional Requirements on Requirements Evolution
    Khatter, Kiran
    Kalia, Arvind
    [J]. 2013 SIXTH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2013), 2013, : 61 - 68
  • [10] Prioritizing Non-Functional Requirements in Agile Software Engineering
    Maiti, Richard R.
    Mitropoulos, Frank J.
    [J]. PROCEEDINGS OF THE SOUTHEAST CONFERENCE ACM SE'17, 2017, : 212 - 214