Concepedia

Cold Start Modeling

Cold Start Modeling is a user modeling approach that addresses the challenge of generating accurate predictions or recommendations for new users or items with little to no historical interaction data by leveraging auxiliary information, inherent attributes, or transferable knowledge from related domains.

242

Publications

13.4K

Citations

871

Authors

288

Institutions

Publications per year

2017–2026

121

Parents

Publications

242

Facing the cold start problem in recommender systems

Blerina Lika, Kostas Kolomvatsos, Stathes Hadjiefthymiades · Expert Systems with Applications · 2013 · 653 citations

, , +11

A collaborative filtering approach to mitigate the new user cold start problem

Jesús Bobadilla, Fernando Ortega, Antonio Hernando et al. · Knowledge-Based Systems · 2011 · 490 citations · Full text

, , +12

REV2

Srijan Kumar, Bryan Hooi, Disha Makhija et al. · 2018 · 367 citations · Full text

, , +15

Cold start of proton exchange membrane fuel cell

Yueqi Luo, Kui Jiao · Progress in Energy and Combustion Science · 2017 · 337 citations

, , +14

Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data

Senthilselvan Natarajan, V. Subramaniyaswamy, Sivaramakrishnan Natarajan et al. · Expert Systems with Applications · 2020 · 300 citations · Full text

, , +17

1–5 of 242

Authors

871

  1. KJ
    Kui Jiao

    Tianjin University, China

    9 publications · 1.2K citations

    9

    h-index

  2. LW
    Lin Wei

    Guangzhou Institute of Energy Conversion, China

    5 publications · 169 citations

    5

    h-index

  3. CG
    Changming Gong

    Jilin University, China

    5 publications · 297 citations

    5

    h-index

  4. RL
    Rui Lin

    Tongji University, China

    5 publications · 278 citations

    5

    h-index

  5. FJ
    Fangming Jiang

    Guangzhou Institute of Energy Conversion, China

    5 publications · 192 citations

    5

    h-index

1–5 of 871

Institutions

288

  1. Tianjin University

    Tianjin, China

    11 h-index

    53 publications

    3K citations

  2. Tongji University

    Shanghai, China

    11 h-index

    46 publications

    2K citations

  3. Jilin University

    Changchun, China

    7 h-index

    24 publications

    1.3K citations

  4. University of California, Berkeley

    Berkeley, United States

    7 h-index

    13 publications

    385 citations

  5. Beijing Institute of Technology

    Beijing, China

    6 h-index

    31 publications

    1K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    10 publications

    292 citations

  7. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    21 publications

    1.3K citations

  8. Tsinghua University

    Beijing, China

    6 h-index

    15 publications

    876 citations

1–8 of 288

Venues

  1. 15

    h-index

  2. Fuel

    11 publications · 441 citations

    11

    h-index

  3. International Journal of Hydrogen Energy

    11 publications · 579 citations

    11

    h-index

  4. Journal of The Electrochemical Society

    JES · 9 publications · 595 citations

    9

    h-index

  5. Expert Systems with Applications

    7 publications · 1.1K citations

    7

    h-index

1–5