Artificial neural network decision support systems for new product development project selection

被引:59
|
作者
Thieme, RJ [1 ]
Song, M
Calantone, RJ
机构
[1] Syracuse Univ, Syracuse, NY 13244 USA
[2] Univ Washington, Sch Business Adm, Seattle, WA 98195 USA
[3] Michigan State Univ, Eli Broad Grad Sch Management, Dept Mkt & Supply Chain Management, E Lansing, MI 48824 USA
关键词
D O I
10.1509/jmkr.37.4.499.18790
中图分类号
F [经济];
学科分类号
02 ;
摘要
The authors extend and develop an artificial neural network decision support system and demonstrate how it can guide managers when they make complex new product development decisions. The authors use data from 612 projects to compare this new method with traditional methods for predicting various success outcomes for new product projects.
引用
收藏
页码:499 / 507
页数:9
相关论文
共 50 条
  • [31] A decision support system based on artificial neural network and fuzzy analytic network process for selection of machine tools in a flexible manufacturing system
    Ramin Sadeghian
    Mohammad Reza Sadeghian
    The International Journal of Advanced Manufacturing Technology, 2016, 82 : 1795 - 1803
  • [32] A decision support system based on artificial neural network and fuzzy analytic network process for selection of machine tools in a flexible manufacturing system
    Sadeghian, Ramin
    Sadeghian, Mohammad Reza
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 82 (9-12): : 1795 - 1803
  • [33] The development of a decision support tool for the selection of advanced technology to achieve rapid product development
    Kengpol, A
    O'Brien, C
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2001, 69 (02) : 177 - 191
  • [34] The use of decision support systems for new product design: A review
    Figueroa Perez, J. F.
    Leyva Lopez, J. C.
    Santillan Hernandez, L. C.
    Perez Contreras, E. O.
    DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 : 1091 - 1098
  • [35] Implementation of the AHP Method in ERP-Based Decision Support Systems for a New Product Development
    Klos, Slawomir
    INFORMATION AND SOFTWARE TECHNOLOGIES, ICIST 2015, 2015, 538 : 199 - 207
  • [36] EXPERT SUPPORT SYSTEMS FOR NEW PRODUCT DEVELOPMENT DECISION-MAKING - A MODELING FRAMEWORK AND APPLICATIONS
    LIBERATORE, MJ
    STYLIANOU, AC
    MANAGEMENT SCIENCE, 1995, 41 (08) : 1296 - 1316
  • [37] A Fuzzy Decision Support System for Garment New Product Development
    Lu, Jie
    Zhu, Yijun
    Zeng, Xianyi
    Koehl, Ludovic
    Ma, Jun
    Zhang, Guangquan
    AI 2008: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2008, 5360 : 532 - +
  • [38] The artificial neural network application in safety and production decision support system of coalmine
    Hua, G
    Fu, LY
    Xu, YG
    Proceedings of the 11th Joint International Computer Conference, 2005, : 523 - 526
  • [39] Clinical Decision support system for fetal Delivery using Artificial Neural Network
    Janghel, R. R.
    Shukla, Anupam
    Tiwari, Ritu
    Tiwari, Pritesh
    2009 INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION AND SERVICE SCIENCE (NISS 2009), VOLS 1 AND 2, 2009, : 1070 - 1075
  • [40] Artificial neural network incorporated decision support tool for point velocity prediction
    Simsek, Serhat
    Genc, Onur
    Albizri, Abdullah
    Dinc, Semih
    Gonen, Bilal
    JOURNAL OF BUSINESS ANALYTICS, 2020, 3 (01) : 67 - 78