A NOVEL NPD TEAM FORMATION METHOD BASED ON SOCIAL NETWORK ANALYSIS APPROACH

被引:1
|
作者
Su, Jiafu [1 ,2 ]
Zhang, Fengting [1 ]
Yu, Xin [1 ,3 ]
机构
[1] Chongqing Technol & Business Univ, Natl Res Base Intelligent Mfg Serv, 19 Xuefu Ave, Chongqing 400067, Peoples R China
[2] Krirk Univ, Int Coll, Bangkok 10220, Thailand
[3] Natl Inst Dev Adm, Int Coll, Bangkok 10240, Thailand
来源
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2021年 / 17卷 / 04期
关键词
NPD team formation; Social network analysis; Knowledge and collaboration; Genetic algorithm; PRODUCT DEVELOPMENT; KNOWLEDGE; SELECTION; INNOVATIVENESS;
D O I
10.24507/ijicic.17.04.1275
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Forming an effective New Product Development (NPD) team is of great importance for the success of NPD. With this regard, this paper proposes a Social Network Analysis (SNA) based approach to NPD team formation and builds a corresponding multi-objective optimization model by integrating the multiple attributes of individual knowledge competence, knowledge similarity and knowledge collaboration performance. Secondly, a Genetic Algorithm (GA) is developed to solve the proposed model. Finally, a real NPD team formation case is given to verify the application and effectiveness of the proposed model, and the GA is implemented to select the competent NPD team members for the formation of an effective NPD team.
引用
收藏
页码:1275 / 1285
页数:11
相关论文
共 50 条
  • [21] An Email Forensics Analysis Method Based on Social Network Analysis
    Liu, YanHua
    Chen, GuoLong
    Xie, Lili
    2013 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA (CLOUDCOM-ASIA), 2013, : 563 - 569
  • [22] Research on the Knowledge Sharing of the University Interdisciplinary Team Based on Social Network Analysis
    Zhang Xue-yan
    Wang Xiao-hong
    Huang Chao
    2016 23RD ANNUAL INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS. I AND II, 2016, : 478 - 485
  • [23] Team performance analysis in football match using network analysis-based approach
    Nath, Mrinal Kanti
    Chowdhury, Tapan
    SOCIAL NETWORK ANALYSIS AND MINING, 2024, 14 (01)
  • [24] A Novel Approach to Network Forensic Analysis: Combining Packet Capture Data and Social Network Analysis
    Sembiring, Irwan
    Suharyadi
    Iriani, Ade
    Ginting, Jenni Veronika Br
    Ginting, Jusia Amanda
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (03) : 466 - 472
  • [25] Method of social network analysis and visualisation based on reviews
    Xu, Xiaowei
    Liu, Wei
    Tao, Ye
    Wang, Xiaodong
    Wu, Jilong
    JOURNAL OF ENGINEERING-JOE, 2020, 2020 (13): : 353 - 356
  • [26] Portfolio selection method based on social network analysis
    Zhong, Tao
    Peng, Qin-Ke
    Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2015, 35 (12): : 3017 - 3024
  • [27] Feature Extraction Method Based on Social Network Analysis
    Zandian, Zahra Karimi
    Keyvanpour, Mohammad Reza
    APPLIED ARTIFICIAL INTELLIGENCE, 2019, 33 (08) : 669 - 688
  • [28] Team assembly approach based in social modelling
    Anaya, Antonio R.
    Leton, Emilio
    Luque, Manuel
    SOCIAL NETWORK ANALYSIS AND MINING, 2024, 14 (01)
  • [29] Strategic Network Formation in a Location-Based Social Network: A Topic Modeling Approach
    Lee, Gene Moo
    Qiu, Liangfei
    Whinston, Andrew B.
    PROCEEDINGS OF THE 49TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS 2016), 2016, : 5249 - 5258
  • [30] AN APPROACH FOR THE FORMATION OF LEVERAGE COEFFICIENTS-BASED RECOMMENDATIONS IN SOCIAL NETWORK
    Tutkute, Lina
    Butleris, Rimantas
    Skersys, Tomas
    INFORMATION TECHNOLOGY AND CONTROL, 2008, 37 (03): : 245 - 254