A Microeconomic View of Data Mining

被引：0
|
作者：
Jon Kleinberg
Christos Papadimitriou
Prabhakar Raghavan
机构：
[1] Cornell University,Department of Computer Science
[2] Soda Hall,Computer Science Division
[3] IBM Almaden Research Center,undefined
来源：
Data Mining and Knowledge Discovery | 1998年 / 2卷
关键词：
market segmentation; optimization; clustering;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
We present a rigorous framework, based on optimization, for evaluating data mining operations such as associations and clustering, in terms of their utility in decision-making. This framework leads quickly to some interesting computational problems related to sensitivity analysis, segmentation and the theory of games.
引用
收藏
页码：311 / 324
页数：13
相关论文
共 50 条
  • [31] Symmetry in data mining and analysis: A unifying view based on hierarchy
    Murtagh, Fionn
    PROCEEDINGS OF THE STEKLOV INSTITUTE OF MATHEMATICS, 2009, 265 (01) : 177 - 198
  • [32] Depth and Breadth of Educational Data Mining: Researchers' Point of View
    Mehta, Apurva A.
    Buch, Niyati J.
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO'16), 2016,
  • [33] Mining Semantically Consistent Patterns for Cross-View Data
    Zhang, Lei
    Zhao, Yao
    Zhu, Zhenfeng
    Wei, Shikui
    Wu, Xindong
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 26 (11) : 2745 - 2758
  • [34] Data mining, research ethics and practice: A view from Italy
    Vereni, Pietro
    ANTHROPOLOGY TODAY, 2024, 40 (02) : 14 - 17
  • [35] Demand for fuel and its consequences for indirect taxation:: A microeconomic view
    Slavík, M
    FINANCE A UVER- CZECH JOURNAL OF ECONOMICS AND FINANCE, 2004, 54 (5-6): : 202 - 233
  • [36] TRANSFERABILITY OF MICROECONOMIC DATA OVER TIME - ILLUSTRATION
    SAMMET, LL
    AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1974, 56 (03) : 614 - 621
  • [37] The Great Recession: Lessons from Microeconomic Data
    Mian, Atif
    Sufi, Amir
    AMERICAN ECONOMIC REVIEW, 2010, 100 (02): : 51 - 56
  • [38] The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining
    Gao, Byron J.
    Ester, Martin
    Xiong, Hui
    Cai, Jin-Yi
    Schulte, Oliver
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 25 (03) : 690 - 703
  • [39] Materialized View Selection for a Data Warehouse Using Frequent Itemset Mining
    Sohrabi, Mohammad Karim
    Ghods, Vahid
    JOURNAL OF COMPUTERS, 2016, 11 (02) : 140 - 148
  • [40] Recent developments in data mining and soft computing for JET with a view on ITER
    Murari, A.
    Vega, J.
    Vagliasindi, G.
    Alonso, J. A.
    Alves, D.
    Coelho, R.
    DeFiore, S.
    Farthing, J.
    Hidalgo, C.
    Ratta, G. A.
    FUSION ENGINEERING AND DESIGN, 2009, 84 (7-11) : 1372 - 1375
12345