Concepedia

Knowledge-based Generalization

Knowledge-Based Generalization is a cartographic generalization method that integrates domain-specific knowledge, formalized through rules, ontologies, or expert systems, to guide and constrain the selection, simplification, and representation of spatial features in map generalization.

35

Publications

3.6K

Citations

79

Authors

39

Institutions

Publications per year

2017–2026

10

Parents

Publications

35

Explanation-Based Generalization: A Unifying View

Tom M. Mitchell, Richard M. Keller, Smadar T. Kedar-Cabelli · Machine Learning · 1986 · 1.2K citations · Full text

, , +7

Explanation-based generalization: A unifying view

Tom M. Mitchell, Richard M. Keller, Smadar T. Kedar-Cabelli · Machine Learning · 1986 · 718 citations · Full text

, , +7

Feature- and rule-based generalization in human associative learning.

David R. Shanks, Richard J. Darby · Journal of Experimental Psychology Animal Behavior Processes · 1998 · 151 citations

, , +13

Line Generalization Based on Analysis of Shape Characteristics

Zeshen Wang, Jean-Claude Müller · Cartography and Geographic Information Systems · 1998 · 142 citations

, , +15

Use of Graph Theory to Support Map Generalization

William Mackaness, Kate Beard · Cartography and Geographic Information Systems · 1993 · 128 citations

, , +16

1–5 of 35

Authors

79

  1. RW
    Robert Weibel

    University of Zurich, Switzerland

    3 publications · 149 citations

    3

    h-index

  2. WM
    William Mackaness

    University of Edinburgh, United Kingdom

    3 publications · 239 citations

    3

    h-index

  3. ST
    Smadar T. Kedar-Cabelli

    Rutgers, The State University of New Jersey, United States

    3 publications · 1.9K citations

    3

    h-index

  4. YW
    Ying Wei

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 131 citations

    2

    h-index

  5. JH
    Junzhou Huang

    The University of Texas at Arlington, United States

    2 publications · 131 citations

    2

    h-index

1–5 of 79

Institutions

39

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    3 h-index

    7 publications

    5.7K citations

  2. Pennsylvania State University

    State College, United States

    2 h-index

    2 publications

    131 citations

  3. Institut national de l’information géographique et forestière

    Saint-Mandé, France

    2 h-index

    2 publications

    135 citations

  4. Rutgers Sexual and Reproductive Health and Rights

    Utrecht, Netherlands

    2 h-index

    7 publications

    3.8K citations

  5. University of Zurich

    Zurich, Switzerland

    2 h-index

    4 publications

    127 citations

  6. Shri Mata Vaishno Devi University

    Katra, India

    1 h-index

    3 publications

    75 citations

  7. Hewlett-Packard (United States)

    Palo Alto, United States

    1 h-index

    1 publications

    12 citations

  8. Wuhan University

    Wuhan, China

    1 h-index

    2 publications

    22 citations

1–8 of 39

Venues

  1. 3

    h-index

  2. National Conference on Artificial Intelligence

    Conference · 2 publications · 80 citations

    2

    h-index

  3. 2

    h-index

  4. Cartography and Geographic Information Systems

    2 publications · 270 citations

    2

    h-index

  5. Machine Learning

    2 publications · 1.9K citations

    2

    h-index

1–5