Concepedia

Text Vectorization

Text Vectorization is a text feature engineering method that transforms unstructured textual data into numerical vector representations while preserving semantic or syntactic relationships for machine learning applications.

181

Publications

7.4K

Citations

547

Authors

243

Institutions

Publications per year

2017–2026

116

Variants

Textual VectorisationTextual Vectorization

Parents

Publications

181

Vector-based Models of Semantic Composition

Jeff Mitchell, Mirella Lapata · Edinburgh Research Explorer (University of Edinburgh) · 2008 · 666 citations · Full text

, , +16

Fake News Detection Using Machine Learning Approaches

Zeba Khanam, B N Alwasel, H Sirafi et al. · IOP Conference Series Materials Science and Engineering · 2021 · 280 citations · Full text

, , +15

Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment

Arman Khadjeh Nassirtoussi, Saeed Aghabozorgi, Teh Ying Wah et al. · Expert Systems with Applications · 2014 · 276 citations

, , +16

Using Word2Vec to process big text data

Long Ma, Yanqing Zhang · 2015 · 225 citations

, , +13

Extractive Summarization using Continuous Vector Space Models

Mikael Kågebäck, Olof Mogren, Nina Tahmasebi et al. · 2014 · 184 citations · Full text

, , +14

1–5 of 181

Authors

547

  1. TJ
    Taeho Jo

    The University of Osaka, Japan

    4 publications · 103 citations

    4

    h-index

  2. QY
    Qian Yang

    Xihua University, China

    2 publications · 23 citations

    2

    h-index

  3. AA
    Amir Amel‐Zadeh

    University of Oxford, United Kingdom

    2 publications · 29 citations

    2

    h-index

  4. SL
    Shijian Lu

    Nanyang Technological University, Singapore

    2 publications · 77 citations

    2

    h-index

  5. CL
    Chew Lim Tan

    National University of Singapore, Singapore

    2 publications · 77 citations

    2

    h-index

1–5 of 547

Institutions

243

  1. Stanford University

    Stanford, United States

    5 h-index

    11 publications

    281 citations

  2. Beijing University of Posts and Telecommunications

    Beijing, China

    4 h-index

    7 publications

    131 citations

  3. University of Calgary

    Calgary, Canada

    3 h-index

    12 publications

    228 citations

  4. Capital Normal University

    Beijing, China

    3 h-index

    8 publications

    300 citations

  5. University College London

    London, United Kingdom

    3 h-index

    5 publications

    240 citations

  6. Telkom University

    Bandung, Indonesia

    2 h-index

    5 publications

    70 citations

  7. Daffodil International University

    Dhaka, Bangladesh

    2 h-index

    6 publications

    96 citations

  8. Wrocław University of Science and Technology

    Wroclaw, Poland

    2 h-index

    9 publications

    164 citations

1–8 of 243

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 164 citations

    7

    h-index

  2. IEEE Access

    5 publications · 100 citations

    5

    h-index

  3. Procedia Computer Science

    4 publications · 205 citations

    4

    h-index

  4. Applied Sciences

    3 publications · 78 citations

    3

    h-index

  5. Neurocomputing

    2 publications · 68 citations

    2

    h-index

1–5