Concepedia

Online Data Summarization

Online Data Summarization is a streaming algorithmic framework that continuously condenses high-volume, time-ordered data streams into compact, interpretable summaries by incrementally updating summary structures under strict space and time constraints.

78

Publications

5.1K

Citations

232

Authors

110

Institutions

Publications per year

2017–2026

24

Variants

Streaming Data Summarization

Parents

Publications

78

Space-efficient online computation of quantile summaries

Michael B. Greenwald, Sanjeev Khanna · 2001 · 456 citations

, , +14

Statistics-Based Summarization - Step One: Sentence Compression

Kevin Knight, Daniel Marcu · 2000 · 406 citations

, , +14

Streaming submodular maximization

Ashwinkumar Badanidiyuru, Baharan Mirzasoleiman, Amin Karbasi et al. · 2014 · 306 citations

, , +15

Quasi Real-Time Summarization for Consumer Videos

Bin Zhao, Eric P. Xing · 2014 · 272 citations · Full text

, , +13

Summarizing sporting events using twitter

Jeffrey Nichols, Jalal Mahmud, Clemens Drews · 2012 · 242 citations

, , +17

1–5 of 78

Authors

232

  1. JK
    Jugal Kalita

    University of Colorado Colorado Springs, United States

    3 publications · 395 citations

    3

    h-index

  2. AK
    Amin Karbasi

    Yale University, United States

    3 publications · 368 citations

    3

    h-index

  3. AQ
    Aziz Qaroush

    Birzeit University, Palestinian Territories

    2 publications · 121 citations

    2

    h-index

  4. BS
    Beaux Sharifi

    University of Colorado Colorado Springs, United States

    2 publications · 214 citations

    2

    h-index

  5. DS
    Damiano Spina

    RMIT University, Australia

    2 publications · 92 citations

    2

    h-index

1–5 of 232

Institutions

110

  1. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    6 publications

    805 citations

  2. IBM (United States)

    Armonk, United States

    4 h-index

    6 publications

    934 citations

  3. University of California, Riverside

    Riverside, United States

    3 h-index

    6 publications

    184 citations

  4. Arizona State University

    Tempe, United States

    3 h-index

    6 publications

    95 citations

  5. University of Colorado Colorado Springs

    Colorado Springs, United States

    3 h-index

    6 publications

    779 citations

  6. McGill University

    Montreal, Canada

    3 h-index

    5 publications

    140 citations

  7. The Ohio State University

    Columbus, United States

    3 h-index

    6 publications

    261 citations

  8. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    2 publications

    122 citations

1–8 of 110

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 6 publications · 355 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 40 citations

    3

    h-index

  3. IEEE Access

    2 publications · 78 citations

    2

    h-index

  4. ACM Transactions on Knowledge Discovery from Data

    TKDD · 2 publications · 104 citations

    2

    h-index

  5. World Wide Web

    2 publications · 55 citations

    2

    h-index

1–5