Concepedia

Matrix Factorization For Cold-start

Matrix Factorization for Cold-Start is a recommendation technique that extends traditional matrix factorization by incorporating auxiliary information or structural constraints to enable prediction for users or items with no historical interaction data.

89

Publications

8.5K

Citations

276

Authors

137

Institutions

Publications per year

2017–2026

45

Parents

Publications

89

A matrix factorization technique with trust propagation for recommendation in social networks

Mohsen Jamali, Martin Ester · 2010 · 1.7K citations

, , +15

Collaborative filtering and deep learning based recommendation system for cold start items

Wei Jian, Jianhua He, Kai Chen et al. · Expert Systems with Applications · 2016 · 714 citations · Full text

, , +16

A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem

Hyung Jun Ahn · Information Sciences · 2007 · 713 citations

, , +13

Personalized Recommendation Combining User Interest and Social Circle

Xueming Qian, Feng He, Guoshuai Zhao et al. · IEEE Transactions on Knowledge and Data Engineering · 2013 · 361 citations

, , +13

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 89

Authors

276

  1. SK
    Samuel Kaski

    Aalto University, Finland

    3 publications · 117 citations

    3

    h-index

  2. BC
    Bee-Chung Chen

    Yahoo (United States), United States

    3 publications · 380 citations

    3

    h-index

  3. DA
    Deepak Agarwal

    Indiana University – Purdue University Indianapolis, United States

    3 publications · 380 citations

    3

    h-index

  4. CC
    Chenwei Cai

    University of California San Diego, United States

    2 publications · 60 citations

    2

    h-index

  5. HW
    Hao Wang

    Norwegian University of Science and Technology, Norway

    2 publications · 38 citations

    2

    h-index

1–5 of 276

Institutions

137

  1. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    886 citations

  2. Tsinghua University

    Beijing, China

    3 h-index

    12 publications

    264 citations

  3. University of Technology Sydney

    Sydney, Australia

    3 h-index

    3 publications

    350 citations

  4. Islamic Azad University Central Tehran Branch

    Tehran, Iran

    3 h-index

    7 publications

    176 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    862 citations

  6. Yahoo (United States)

    Sunnyvale, United States

    3 h-index

    8 publications

    880 citations

  7. Laboratoire Lorrain de Recherche en Informatique et ses Applications

    Nancy, France

    2 h-index

    4 publications

    79 citations

  8. Indraprastha Institute of Information Technology Delhi

    Delhi, India

    2 h-index

    4 publications

    134 citations

1–8 of 137

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 6 publications · 749 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 138 citations

    5

    h-index

  3. IEEE Access

    5 publications · 148 citations

    5

    h-index

  4. Expert Systems with Applications

    4 publications · 1.1K citations

    4

    h-index

  5. Conference on Recommender Systems

    Conference · 3 publications · 157 citations

    3

    h-index

1–5