Design of Personalized Product Service System Utilizing Multi-Agent System

被引:2
|
作者
Tsai, Chi-Shiuan [1 ]
Chiu, Ming-Chuan [1 ]
机构
[1] NTHU, Dept Ind Engn & Engn Management, Hsinchu, Taiwan
关键词
Product service system; Multi-agent system; Service engineering; Personalization;
D O I
10.3233/978-1-61499-779-5-845
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the dynamic changing world, problems of uncertainty are doubtlessly crucial issues for firms, investors, customers, and all other members in the value constellation. To achieve sustainability, reduce the risk of uncertainty, and fulfil a variety of customer needs, the concept of Product Service System (PSS) has been proposed as a solution. Although there are several previous studies working on PSS development, there is no dynamic methodology to quickly adjust for external changes and customer response. According to the above gap, this paper presents a Multi-Agent-based Personalized Product Service System (MAPPSS) development model. An agent-based model is built to develop a personalized PSS prototype. In this model, users are able to decide the expected service characteristics, and service composition would be conducted by searching related product and service. Different synthetic solutions are then prioritized by the evaluation agent module, and the final PSS prototype is generated. With the application of the proposed method, competence of enterprises can be enhanced due to the improved agility and user-oriented features. The generated PSS can also be improved immediately by constantly monitoring the performance and through the iteration of the proposed method.
引用
收藏
页码:845 / 851
页数:7
相关论文
共 50 条
  • [1] Construct a Customized Product Service System Utilizing Multi-agent System
    Chang, Cheng-Yen
    Tsai, Chi-Hsuan
    Chu, Ming-Chuan
    [J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: PRODUCTION MANAGEMENT FOR DATA-DRIVEN, INTELLIGENT, COLLABORATIVE, AND SUSTAINABLE MANUFACTURING, APMS 2018, 2018, 535 : 193 - 200
  • [2] Design of a Multi-agent System for Personalized Service in the Smart Grid
    Ko, Jinhee
    Shin, In-Hye
    Park, Gyung-Leen
    Kwak, Ho-Yong
    Ahn, Khi-Jung
    [J]. SECURITY-ENRICHED URBAN COMPUTING AND SMART GRID, 2010, 78 : 267 - +
  • [3] Design a personalised product service system utilising a multi-agent system
    Chiu, Ming-Chuan
    Tsai, Chi-Hsuan
    [J]. ADVANCED ENGINEERING INFORMATICS, 2020, 43
  • [4] A multi-agent system for personalized and private service in PDR
    Zhou, XS
    Yu, ZW
    Gu, JH
    Wu, XJ
    Zhang, Y
    [J]. ITCC 2003: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: COMPUTERS AND COMMUNICATIONS, PROCEEDINGS, 2003, : 635 - 639
  • [5] Personalized Information Service System Based on Multi-agent
    Jiao Wei-wei
    Sun Tie-li
    Li Xin
    Xu Lin-na
    [J]. FUZZY INFORMATION AND ENGINEERING 2010, VOL 1, 2010, 78 : 769 - +
  • [6] Multi-Agent System Service and Ontology Design Methods
    Gloss, Larry
    Mason, Brad
    McDowall, John
    [J]. IEEE JOINT CONFERENCE ON E-COMMERCE TECHNOLOGY (CEC'08) AND ENTERPRISE COMPUTING, E-COMMERCE AND E-SERVICES (EEE'08), 2008, : 453 - 456
  • [7] Application of Multi-agent in Personalized Education System
    Shan, Rong
    [J]. ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT 5, 2011, 218 : 518 - 522
  • [8] A Personalized Recommendation System Based on Multi-Agent
    Huang, Longjun
    Dai, Liping
    Wei, Yuanwang
    Huang, Minghe
    [J]. SECOND INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING: WGEC 2008, PROCEEDINGS, 2008, : 223 - +
  • [9] Multi-agent system for security service
    Shakshuki, E
    Luo, ZH
    Gong, J
    Chen, Q
    [J]. 18TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 1 (LONG PAPERS), PROCEEDINGS, 2004, : 303 - 308
  • [10] Assessment of the Design Modularity and Stability of Multi-Agent System Product Lines
    Nunes, Camila
    Kulesza, Uira
    Sant'Anna, Claudio
    Nunes, Ingrid
    Garcia, Alessandro
    Lucena, Carlos
    [J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2009, 15 (11) : 2254 - 2283