Concepedia

Product Attribute Extraction

Product Attribute Extraction is an academic construct within Product Catalog Management that refers to the automated identification and structured representation of salient characteristics from unstructured or semi-structured product data, distinguishing it from related information extraction tasks by its focus on domain-specific, catalog-ready attributes essential for product description, discovery, and standardization.

60

Publications

2.5K

Citations

220

Authors

85

Institutions

Publications per year

2017–2026

33

Parents

Publications

60

Text mining for product attribute extraction

Rayid Ghani, Katharina Probst, Yan Liu et al. · ACM SIGKDD Explorations Newsletter · 2006 · 241 citations

, , +17

Learning to Generate Product Reviews from Attributes

Li Dong, Shaohan Huang, Furu Wei et al. · 2017 · 186 citations · Full text

, , +16

Kano qualitative vs quantitative approaches: An assessment framework for products attributes analysis

Maria Grazia Violante, Enrico Vezzetti · Computers in Industry · 2017 · 134 citations

, , +14

Bootstrapped Named Entity Recognition for Product Attribute Extraction

Duangmanee Putthividhya, Junling Hu · 2011 · 95 citations

, , +13

A field study comparing online and offline data collection methods for identifying product attribute preferences using conjoint analysis

Raj Sethuraman, Roger A. Kerin, William L. Cron · Journal of Business Research · 2003 · 85 citations

, , +17

1–5 of 60

Authors

220

  1. QW
    Qifan Wang

    Google (United States), United States

    4 publications · 153 citations

    4

    h-index

  2. PP
    Petar Petrovski

    University of Mannheim, Germany

    3 publications · 94 citations

    3

    h-index

  3. TW
    Tak-Lam Wong

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 109 citations

    3

    h-index

  4. WL
    Wai Lam

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 109 citations

    3

    h-index

  5. XH
    Xiaodong He

    Microsoft (United States), United States

    2 publications · 62 citations

    2

    h-index

1–5 of 220

Institutions

85

  1. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    4 publications

    321 citations

  2. Google (United States)

    Mountain View, United States

    4 h-index

    19 publications

    1K citations

  3. University of Mannheim

    Mannheim, Germany

    4 h-index

    9 publications

    283 citations

  4. Harbin Institute of Technology

    Harbin, China

    3 h-index

    6 publications

    195 citations

  5. Rakuten (Japan)

    Tokyo, Japan

    3 h-index

    9 publications

    186 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    7 publications

    243 citations

  7. Indian Institute of Technology Kharagpur

    Kharagpur, India

    2 h-index

    4 publications

    90 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    4 publications

    168 citations

1–8 of 85

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 44 citations

    3

    h-index

  2. Journal of Economic Psychology

    2 publications · 100 citations

    2

    h-index

  3. International Joint Conference on Natural Language Processing

    Conference · 2 publications · 52 citations

    2

    h-index

  4. 1

    h-index

  5. Artificial Intelligence in Medicine

    AIM · 1 publications · 13 citations

    1

    h-index

1–5