Research planning approach using knowledge map integrated with case-based reasoning

被引:0
作者
Garig, KW [1 ]
机构
[1] Korea Inst Machinery & Mat, Taejon, South Korea
来源
2005 IEEE International Engineering Management Conference, Vols 1 and 2 | 2005年
关键词
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
When researchers develop new technology, the process of research planning does a critical role because research planning sets goal and the direction. Although it is essential, it is hard to accomplish because it contains complicated process such as scoping, searching, and evaluating. As the technologies are converged and rapidly changed environment, the role of research planning is more important. This paper proposes the systematic tool for the research planning process by integrating KM and CBR because future is uncertain and need more efficiency for research planning. KM supports the relationship between technologies and even market demands so that it uses the technology prediction, and CBR derives information from similar working environments efficiently. Through this approach, researchers can expect more accurate prediction and enhance efficiency. As a case study, this paper applies the integration model into TFT-LCD R&D(research and development) area, one of highly growing industries, in GRI(Government-sponsored Research Institute).
引用
收藏
页码:897 / 901
页数:5
相关论文
共 11 条
  • [1] AAMODT A, 1994, AI COMMUN, V7, P39
  • [2] Becker Gary J, 2005, J Am Coll Radiol, V2, P398, DOI 10.1016/j.jacr.2005.01.016
  • [3] Application of a hybrid case-based reasoning approach in electroplating industry
    Chan, FTS
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2005, 29 (01) : 121 - 130
  • [4] A hybrid system combining self-organizing maps with case-based reasoning in wholesaler's new-release book forecasting
    Chang, PC
    Lai, CY
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2005, 29 (01) : 183 - 192
  • [5] Doering D.S., 2000, IDENTIFICATION ASSES
  • [6] Knowledge maps:: An essential technique for conceptualisation
    Gómez, A
    Moreno, A
    Pazos, J
    Sierra-Alonso, A
    [J]. DATA & KNOWLEDGE ENGINEERING, 2000, 33 (02) : 169 - 190
  • [7] Creating knowledge maps by exploiting dependent relationships
    Gordon, JL
    [J]. KNOWLEDGE-BASED SYSTEMS, 2000, 13 (2-3) : 71 - 79
  • [8] Kolodner J, 1993, CASE BASED REASONING
  • [9] Formulating strategies for stakeholder management: a case-based reasoning approach
    Lim, G
    Ahn, H
    Lee, H
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2005, 28 (04) : 831 - 840
  • [10] Newsmap: a knowledge map for online news
    Ong, TH
    Chen, HC
    Sung, WK
    Zhu, B
    [J]. DECISION SUPPORT SYSTEMS, 2005, 39 (04) : 583 - 597