Integrated framework of knowledge-based decision support system for user-centered residential design

被引:8
作者
Zhang, Yuxuan [1 ]
Chen, Yuan [2 ]
Li, Xinming [3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Dept Management Sci & Engn, Nanjing 211106, Peoples R China
[2] Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China
[3] Univ Alberta, Dept Mech Engn, Edmonton, AB T6G 1H9, Canada
基金
加拿大自然科学与工程研究理事会; 中国国家自然科学基金;
关键词
Knowledge -based decision support system; User -centered design; Building design; Quality function deployment; Kano model; User segmentation; QUALITY FUNCTION DEPLOYMENT; QFD; MANAGEMENT; MODEL; NEEDS; SATISFACTION; LOGISTICS; INDUSTRY; TOOL; AHP;
D O I
10.1016/j.eswa.2022.119412
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A user-oriented residential environment is considered essential to providing occupants with a comfortable living experience while meeting their demands. However, design assessment in the early stage of residential design is a complex problem due to multifactor coupling, the diversity in user needs, and the incompleteness of design knowledge. This study proposes an integrated framework of knowledge-based decision support system (KBDSS) to mitigate such problems. In this framework, the user segmentation is performed in accordance with people's particular requirements priority and, thus, enables design decisions that create better satisfaction among a wider audience. Meanwhile, the quality function deployment approach, decision support system, and fuzzy set theory are used to translate user requirements into quantifiable design specifications, thereby making the design a multicriteria decision-making problem. To illustrate and validate the proposed framework, a case study of a KBDSS for a multiunit residential building kitchen design is demonstrated to explore a user-centered residential design with such decision support. This proposed framework provides naive design practitioners with specific knowledge about decision problems and assists them in consistently making user-centered design decisions. The research results represent a further step toward a systematic methodology of user-centered built environment design.
引用
收藏
页数:14
相关论文
共 50 条
[21]   User-Centered Assembly Knowledge Documentation: A Graph-Based Visualization Approach [J].
Kruse, Christian ;
Becks, Daniela ;
Venhuis, Sebastian .
HCI IN BUSINESS, GOVERNMENT AND ORGANIZATIONS, HCIBGO 2022, 2022, 13327 :194-207
[22]   Challenges in Integrating SCRUM and the User-Centered Design Framework: A Systematic Review [J].
Argumanis, Daniela ;
Moquillaza, Arturo ;
Paz, Freddy .
HUMAN-COMPUTER INTERACTION, HCI-COLLAB 2020, 2020, 1334 :52-62
[23]   Effective model building in knowledge-based decision support system [J].
Han, SX ;
Huang, TY .
PROCEEDINGS OF '96 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, 1996, :103-106
[24]   A building's refurbishment knowledge-based decision support system [J].
Kaklauskas, Arturas ;
Zavadskas, Edmundas Kazimieras ;
Galiniene, Birute .
INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION, 2008, 35 (2-4) :237-249
[25]   A knowledge-based decision support system for measuring enterprise performance [J].
Wen, W. ;
Chen, Y. H. ;
Chen, I. C. .
KNOWLEDGE-BASED SYSTEMS, 2008, 21 (02) :148-163
[26]   Knowledge-Based Design Guidance System for Cloud-Based Decision Support in the Design of Complex Engineered Systems [J].
Wang, Ru ;
Milisavljevic-Syed, Jelena ;
Guo, Lin ;
Huang, Yu ;
Wang, Guoxin .
JOURNAL OF MECHANICAL DESIGN, 2021, 143 (07)
[27]   User-centered design of a Virtual Museum system: a case study [J].
Barbieri, Loris ;
Bruno, Fabio ;
Mollo, Fabrizio ;
Muzzupappa, Maurizio .
ADVANCES ON MECHANICS, DESIGN ENGINEERING AND MANUFACTURING, 2017, :157-166
[28]   Development of a knowledge-based intelligent decision support system for operational risk management of global supply chains [J].
Park, Yang-Byung ;
Yoon, Sung-Joon ;
Yoo, Jun-Su .
EUROPEAN JOURNAL OF INDUSTRIAL ENGINEERING, 2018, 12 (01) :93-115
[29]   The development of a robot-based learning companion: a user-centered design approach [J].
Hsieh, Yi-Zeng ;
Su, Mu-Chun ;
Chen, Sherry Y. ;
Chen, Gow-Dong .
INTERACTIVE LEARNING ENVIRONMENTS, 2015, 23 (03) :356-372
[30]   Enhancing usability of a Citizen Observatory based on User-centered Design [J].
Degrossi, Livia Castro ;
Abe, Bruno Bacelar ;
de Albuquerque, Joao Porto ;
de Mattos Fortes, Renata Pontin .
PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON SOFTWARE DEVELOPMENT AND TECHNOLOGIES FOR ENHANCING ACCESSIBILITY AND FIGHTING INFO-EXCLUSION (DSAI 2018), 2018, :294-301