Situation-aware Recommendation

Situation-Aware Recommendation is a type of context-aware recommendation that specifically incorporates dynamic situational factors—such as temporal, spatial, social, or environmental conditions—into the modeling process to adapt recommendations to the user’s current context.

Publications

1.6K

Citations

212

Authors

106

Institutions

Publications per year

2017–2026

Parents

Context-aware Recommendation

Publications

A novel recommendation model of location-based advertising: Context-Aware Collaborative Filtering using GA approach

Tuan Hung Dao, Seung Ryul Jeong, Hyunchul Ahn · Expert Systems with Applications · 2011 · 103 citations

Computing, Marketing, Marketing Management +17

Personalized and Situation-Aware Multimodal Route Recommendations: The FAVOUR Algorithm

Paolo Campigotto, Christian Rudloff, Maximilian Leodolter et al. · IEEE Transactions on Intelligent Transportation Systems · 2016 · 98 citations · Full text

Public Health, Transportation Planning, Recommender Systems +16

Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work

Harmanpreet Kaur, Alex C. Williams, Daniel McDuff et al. · 2020 · 81 citations

Computing, Computer Science, Psychology +17

A model for proactivity in mobile, context-aware recommender systems

Wolfgang Woerndl, Johannes Huebner, Roland Bader et al. · 2011 · 70 citations · Full text

Computing, Computer Science, Information Technology +16

Contextual Intent Tracking for Personal Assistants

Yu Sun, Nicholas Jing Yuan, Yingzi Wang et al. · 2016 · 63 citations

Computing, Computer Science, Information Systems +17

1–5 of 56

Authors

212

FM
Francesco Marcelloni
University of Pisa, Italy
3 publications · 62 citations
3
h-index
BL
Beatrice Lazzerini
University of Pisa, Italy
3 publications · 62 citations
3
h-index
MG
Mario G. C. A. Cimino
University of Pisa, Italy
3 publications · 62 citations
3
h-index
RB
Roland Bader
BMW (Germany), Germany
2 publications · 109 citations
2
h-index
AC
Alessandro Ciaramella
IMT School for Advanced Studies Lucca, Italy
2 publications · 37 citations
2
h-index

1–5 of 212

Institutions

106

1–8 of 106

Venues

Electronic Commerce Research
2 publications · 40 citations
2
h-index
Expert Systems with Applications
2 publications · 148 citations
2
h-index
Procedia Manufacturing
1 publications · 15 citations
1
h-index
International Journal of Advanced Computer Science and Applications
IJACSA · 1 publications · 16 citations
1
h-index
Pervasive and Mobile Computing
1 publications · 27 citations
1
h-index

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