Unexpected Recommendation

Unexpected Recommendation is a recommendation approach that belongs to the class of novelty-oriented methods in information retrieval, distinguished by its deliberate generation of recommendations that diverge significantly from users' established preferences or predictable patterns, thereby introducing serendipitous or surprising items not readily anticipated by the user or standard predictive models.

Publications

906

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Novelty In Recommendation

Publications

On Unexpectedness in Recommender Systems

Panagiotis Adamopoulos, Alexander Tuzhilin · ACM Transactions on Intelligent Systems and Technology · 2014 · 234 citations

Computing, Economics, Decision Theory +15

Investigating serendipity in recommender systems based on real user feedback

Denis Kotkov, Joseph A. Konstan, Qian Zhao et al. · 2018 · 97 citations

Computing, Computer Science, Information Retrieval +14

On Unexpectedness in Recommender Systems: Or How to Expect the Unexpected.

Panagiotis Adamopoulos, Alexander Tuzhilin · 2011 · 71 citations

Computing, Information Systems, Recommender Systems +10

On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected

Panagiotis Adamopoulos, Alexander Tuzhilin · The Faculty Digital Archive (New York University) · 2013 · 64 citations · Full text

Computing, Economics, Behavioral Economics +15

Serendipitous recommendations via innovators

Noriaki Kawamae · 2010 · 62 citations

Computing, Computer Science, Information Technology +17

1–5 of 20

Authors

AT
Alexander Tuzhilin
New York University, United States
5 publications · 432 citations
5
h-index
DK
Denis Kotkov
University of Jyväskylä, Finland
3 publications · 134 citations
4
h-index
PA
Panagiotis Adamopoulos
New York University, United States
3 publications · 369 citations
3
h-index
XN
Xi Niu
University of North Carolina at Charlotte, United States
2 publications · 35 citations
2
h-index
JV
Jari Veijalainen
University of Jyväskylä, Finland
2 publications · 109 citations
2
h-index

1–5 of 49

Institutions

1–8 of 24

Venues

ACM Transactions on Intelligent Systems and Technology
TIST · 2 publications · 244 citations
2
h-index
International Journal on Advanced Science Engineering and Information Technology
IJASEIT · 1 publications · 16 citations
1
h-index
The Faculty Digital Archive (New York University)
Repository · 1 publications · 64 citations
1
h-index
Electronics
1 publications · 39 citations
1
h-index
Business Horizons
1 publications · 19 citations
1
h-index

1–5