Concepedia

Unstructured Data Extraction

Unstructured Data Extraction is a data processing methodology that specifically enables the identification, parsing, and transformation of heterogeneous, non-tabular information—such as text, images, or audio—into structured formats suitable for computational analysis, distinguishing it from methods designed for structured or semi-structured data sources.

932

Publications

44.7K

Citations

3.4K

Authors

1.2K

Institutions

Publications per year

2017–2026

583

Parents

Publications

932

Collaborative Knowledge Base Embedding for Recommender Systems

Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian et al. · 2016 · 1.8K citations

, , +9

Marketing Analytics for Data-Rich Environments

Michel Wedel, P.K. Kannan · Journal of Marketing · 2016 · 1.1K citations

, , +17

Recent advances and applications of deep learning methods in materials science

Kamal Choudhary, Brian DeCost, Chi Chen et al. · npj Computational Materials · 2022 · 1.1K citations · Full text

, , +15

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Lihe Yang, Bingyi Kang, Zilong Huang et al. · 2024 · 889 citations

, , +14

Drain: An Online Log Parsing Approach with Fixed Depth Tree

Pinjia He, Jieming Zhu, Zibin Zheng et al. · 2017 · 813 citations

, , +16

1–5 of 932

Authors

3.4K

  1. AD
    AnHai Doan

    University of Wisconsin–Madison, United States

    7 publications · 386 citations

    7

    h-index

  2. DW
    David W. Embley

    Brigham Young University, United States

    5 publications · 553 citations

    5

    h-index

  3. RR
    Raghu Ramakrishnan

    University of Wisconsin–Madison, United States

    5 publications · 279 citations

    5

    h-index

  4. RD
    Ralph Deters

    University of Saskatchewan, Canada

    5 publications · 111 citations

    5

    h-index

  5. RK
    Richard K. Lomotey

    University of Saskatchewan, Canada

    5 publications · 111 citations

    5

    h-index

1–5 of 3.4K

Institutions

1.2K

  1. IBM (United States)

    Armonk, United States

    13 h-index

    50 publications

    2K citations

  2. Stanford University

    Stanford, United States

    13 h-index

    50 publications

    2.3K citations

  3. University of Washington

    Seattle, United States

    12 h-index

    17 publications

    743 citations

  4. IBM Research - India

    New Delhi, India

    10 h-index

    38 publications

    1.1K citations

  5. University of Wisconsin–Madison

    Madison, United States

    9 h-index

    38 publications

    2.4K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    36 publications

    745 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    24 publications

    1K citations

  8. University College London

    London, United Kingdom

    8 h-index

    12 publications

    286 citations

1–8 of 1.2K

Venues

  1. BMC Medical Informatics and Decision Making

    19 publications · 672 citations

    15

    h-index

  2. arXiv (Cornell University)

    Repository · 14 publications · 331 citations

    13

    h-index

  3. PubMed

    Repository · 16 publications · 411 citations

    12

    h-index

  4. Procedia Computer Science

    9 publications · 489 citations

    10

    h-index

  5. Applied Sciences

    9 publications · 281 citations

    9

    h-index

1–5