Concepedia

Data Abstraction

Data Abstraction is a foundational process in Information Visualization that identifies and transforms raw data into a simplified, structured representation by selectively retaining essential attributes and discarding irrelevant details, enabling effective visual encoding and interpretation.

642

Publications

45.3K

Citations

1.5K

Authors

518

Institutions

Publications per year

2017–2026

113

Parents

Children

Publications

642

D³ Data-Driven Documents

M. G. Bostock, V. Ogievetsky, Jeffrey Heer · IEEE Transactions on Visualization and Computer Graphics · 2011 · 3.2K citations

, , +13

Resource Description Framework (RDF): Concepts and Abstract Syntax

Graham Klyne, Jeremy J. Carroll · 2004 · 2K citations

, , +11

Database abstractions

John Miles Smith, Diane C. P. Smith · ACM Transactions on Database Systems · 1977 · 1.4K citations · Full text

, , +13

KNIME - the Konstanz information miner

Michael R. Berthold, Nicolas Cebron, Fabian Dill et al. · ACM SIGKDD Explorations Newsletter · 2009 · 1.2K citations · Full text

, , +15

Toward a Deeper Understanding of the Role of Interaction in Information Visualization

Ji Soo Yi, Younah Kang, John Stasko et al. · IEEE Transactions on Visualization and Computer Graphics · 2007 · 1K citations

, , +6

1–5 of 642

Authors

1.5K

  1. WP
    Witold Pedrycz

    University of Alberta, Canada

    13 publications · 1.3K citations

    13

    h-index

  2. YS
    Yuval Shaḥar

    Ben-Gurion University of the Negev, Israel

    11 publications · 588 citations

    11

    h-index

  3. BL
    Barbara Liskov

    Massachusetts Institute of Technology, United States

    9 publications · 2.6K citations

    9

    h-index

  4. SM
    Silvia Miksch

    TU Wien, Austria

    8 publications · 750 citations

    8

    h-index

  5. WA
    Wolfgang Aigner

    TU Wien, Austria

    6 publications · 623 citations

    6

    h-index

1–5 of 1.5K

Institutions

518

  1. Stanford University

    Stanford, United States

    18 h-index

    37 publications

    12.5K citations

  2. University of Alberta

    Edmonton, Canada

    15 h-index

    20 publications

    1.7K citations

  3. University of California, Berkeley

    Berkeley, United States

    14 h-index

    24 publications

    2.8K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    13 h-index

    20 publications

    5.1K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    10 h-index

    18 publications

    850 citations

  6. TU Wien

    Vienna, Austria

    9 h-index

    22 publications

    1.2K citations

  7. Polish Academy of Sciences

    Warsaw, Poland

    9 h-index

    12 publications

    1.3K citations

  8. Systems Research Institute

    Warsaw, Poland

    9 h-index

    12 publications

    1.3K citations

1–8 of 518

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 35 publications · 7K citations

    27

    h-index

  2. IEEE Transactions on Software Engineering

    TSE · 12 publications · 732 citations

    12

    h-index

  3. ACM SIGPLAN Notices

    11 publications · 1K citations

    11

    h-index

  4. Computer Graphics Forum

    9 publications · 227 citations

    10

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 9 publications · 597 citations

    9

    h-index

1–5