Concepedia

Predictive Personalization

Predictive Personalization is a personalization strategy that employs predictive modeling to anticipate individual user preferences or behaviors based on historical data, distinguishing itself from rule-based or reactive approaches by proactively tailoring experiences through data-driven forecasts.

29

Publications

1.3K

Citations

97

Authors

48

Institutions

Publications per year

2017–2026

10

Parents

Publications

29

Using Context to Improve Predictive Modeling of Customers in Personalization Applications

Cosimo Palmisano, Alexander Tuzhilin, Michele Gorgoglione · IEEE Transactions on Knowledge and Data Engineering · 2008 · 200 citations

, , +15

Neural Survival Recommender

How Jing, Alexander J. Smola · 2017 · 155 citations

, , +9

Mass personalization: Predictive marketing algorithms and the reshaping of consumer knowledge

Baptiste Kotras · Big Data & Society · 2020 · 90 citations · Full text

, , +14

Beyond the Words

Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan et al. · 2017 · 87 citations

, , +17

Personalization from incomplete data

Balaji Padmanabhan, Zhiqiang Zheng, Steven O. Kimbrough · 2001 · 66 citations

, , +14

1–5 of 29

Authors

97

  1. AN
    Anton Nijholt

    University of Twente, Netherlands

    2 publications · 49 citations

    2

    h-index

  2. MV
    Mettina Veenstra

    Novay, Netherlands

    2 publications · 49 citations

    2

    h-index

  3. KM
    Kyle McKenzie

    Dalhousie University, Canada

    1 publications · 23 citations

    1

    h-index

  4. BT
    Ben Tan

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 16 citations

    1

    h-index

  5. ZZ
    Zhaoyang Zeng

    Sun Yat-sen University, China

    1 publications · 29 citations

    1

    h-index

1–5 of 97

Institutions

48

  1. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    8 publications

    638 citations

  2. LinkedIn (United States)

    Sunnyvale, United States

    2 h-index

    3 publications

    219 citations

  3. National Cheng Kung University

    Tainan City, Taiwan

    1 h-index

    2 publications

    52 citations

  4. University of Maryland, College Park

    College Park, United States

    1 h-index

    2 publications

    42 citations

  5. Northwestern University

    Evanston, United States

    1 h-index

    1 publications

    43 citations

  6. Institute for Medical BioMathematics

    Bené ‘Atarot, Israel

    1 h-index

    2 publications

    46 citations

  7. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    1 h-index

    1 publications

    29 citations

  8. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    2 publications

    42 citations

1–8 of 48

Venues

  1. University of Twente Research Information

    Repository · 2 publications · 49 citations

    2

    h-index

  2. International Data Privacy Law

    IDPL · 1 publications · 65 citations

    1

    h-index

  3. The Prostate

    1 publications · 23 citations

    1

    h-index

  4. 1

    h-index

  5. Online Information Review

    1 publications · 26 citations

    1

    h-index

1–5