Concepedia

Graph-based Text Similarity

Graph-Based Text Similarity is a text similarity measurement approach that represents textual elements and their relationships as graph structures, where nodes denote linguistic units and edges capture semantic or syntactic dependencies, distinguishing it from vector-space or sequence-based models by explicitly modeling structural and relational information.

150

Publications

14K

Citations

416

Authors

188

Institutions

Publications per year

2017–2026

38

Parents

Publications

150

TextRank: Bringing Order into Text

Rada Mihalcea, Paul Tarau · Empirical Methods in Natural Language Processing · 2004 · 3.4K citations

, , +13

SimRank

Glen Jeh, Jennifer Widom · 2002 · 1.9K citations

, , +13

LexRank: Graph-based Lexical Centrality as Salience in Text Summarization

Journal of Artificial Intelligence Research · 2004 · 1.6K citations · Full text

, , +14

Review Graph Based Online Store Review Spammer Detection

Guan Wang, Sihong Xie, Bing Liu et al. · 2011 · 382 citations

, , +17

You are how you click: clickstream analysis for Sybil detection

Gang Wang, Tristan Konolige, Christo Wilson et al. · 2013 · 258 citations

, , +14

1–5 of 150

Authors

416

  1. EM
    Einat Minkov

    University of Haifa, Israel

    5 publications · 259 citations

    5

    h-index

  2. WW
    William W. Cohen

    Carnegie Mellon University, United States

    5 publications · 259 citations

    5

    h-index

  3. RM
    Rada Mihalcea

    University of Michigan, United States

    4 publications · 3.9K citations

    4

    h-index

  4. NS
    Naomie Salim

    University of Technology Malaysia, Malaysia

    3 publications · 59 citations

    3

    h-index

  5. DR
    Dragomir Radev

    University of Michigan, United States

    3 publications · 287 citations

    3

    h-index

1–5 of 416

Institutions

188

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    8 publications

    474 citations

  2. University of Michigan

    Ann Arbor, United States

    5 h-index

    11 publications

    3.9K citations

  3. Stanford University

    Stanford, United States

    5 h-index

    10 publications

    5K citations

  4. University of Maryland, College Park

    College Park, United States

    4 h-index

    9 publications

    753 citations

  5. University of North Texas

    Denton, United States

    3 h-index

    6 publications

    1.2K citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    7 publications

    96 citations

  7. City University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    9 publications

    474 citations

  8. Peking University

    Beijing, China

    3 h-index

    7 publications

    261 citations

1–8 of 188

Venues

  1. International Conference on Semantic Computing (ICSC 2007)

    Conference · 3 publications · 379 citations

    3

    h-index

  2. IEEE Access

    3 publications · 133 citations

    3

    h-index

  3. Empirical Methods in Natural Language Processing

    Conference · 2 publications · 3.5K citations

    2

    h-index

  4. 2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 222 citations

    2

    h-index

1–5