Concepedia

Session-based Personalization

Session-Based Personalization is a web personalization approach that tailors user experiences in real time based on interactions within a single browsing session, without relying on long-term user profiles or historical data.

16

Publications

1.8K

Citations

41

Authors

19

Institutions

Publications per year

2017–2026

8

Parents

Publications

16

Recurrent Neural Networks with Top-k Gains for Session-based Recommendations

Balázs Hidasi, Alexandros Karatzoglou · 2018 · 939 citations · Full text

, , +16

Evaluation of session-based recommendation algorithms

Malte Ludewig, Dietmar Jannach · User Modeling and User-Adapted Interaction · 2018 · 333 citations · Full text

, , +10

Search Personalization Using Machine Learning

Hema Yoganarasimhan · Management Science · 2019 · 159 citations

, , +17

Summarizing personal web browsing sessions

Mira Dontcheva, Steven M. Drucker, Geraldine Wade et al. · 2006 · 66 citations

, , +13

Personalization from incomplete data

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

, , +14

1–5 of 16

Authors

41

  1. CR
    C.W. Rice

    AT&T (United States), United States

    2 publications · 38 citations

    2

    h-index

  2. JF
    John F. Murray

    University of California, San Francisco, United States

    2 publications · 38 citations

    2

    h-index

  3. VB
    Viktor Berggren

    Ericsson (Sweden), Sweden

    2 publications · 38 citations

    2

    h-index

  4. IM
    Ignacio Más

    KTH Royal Institute of Technology, Sweden

    2 publications · 38 citations

    2

    h-index

  5. RJ
    Rittwik Jana

    AT&T (United States), United States

    2 publications · 38 citations

    2

    h-index

1–5 of 41

Institutions

19

  1. University of Washington

    Seattle, United States

    3 h-index

    4 publications

    334 citations

  2. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    2 publications

    55 citations

  3. AT&T (United States)

    Bedminster, United States

    2 h-index

    6 publications

    114 citations

  4. Ericsson (Sweden)

    Kista, Sweden

    2 h-index

    4 publications

    76 citations

  5. University of Klagenfurt

    Klagenfurt, Austria

    2 h-index

    3 publications

    459 citations

  6. Microsoft (United States)

    Redmond, United States

    2 h-index

    6 publications

    267 citations

  7. University of Turin

    Turin, Italy

    1 h-index

    1 publications

    63 citations

  8. Jeju National University

    Jeju City, South Korea

    1 h-index

    2 publications

    28 citations

1–8 of 19

Venues

  1. User Modeling and User-Adapted Interaction

    1 publications · 333 citations

    1

    h-index

  2. IEEE Communications Magazine

    1 publications · 28 citations

    1

    h-index

  3. Applied Sciences

    1 publications · 14 citations

    1

    h-index

  4. Information Sciences

    1 publications · 63 citations

    1

    h-index

  5. SSRN Electronic Journal

    Repository · 1 publications · 43 citations

    1

    h-index

1–5