Sharing geotagged pictures for an Emotion-based Recommender System

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

1 Sitaatiot (Scopus)
12 Lataukset (Pure)

Abstrakti

Recommender systems are prominently used for movie or app recommendation or in e-commerce by considering profiles, past preferences and increasingly also further personalized measures. We designed and implemented an emotion-based recommender system for city visitors that takes into account user emotion and user location for the recommendation process. We conducted a comparative study between the emotion-based recommender system and recommender systems based on traditional measures. Our evaluation study involved 28 participators and the experiments showed that the emotion-based recommender system increased the average rating of the recommendation by almost 19%. We conclude that the use of emotion can significantly improve the results and especially their level of personalization.

AlkuperäiskieliEnglanti
Otsikko2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
KustantajaIEEE
Sivut68-73
Sivumäärä6
ISBN (elektroninen)9781665404242
DOI - pysyväislinkit
TilaJulkaistu - 25 toukok. 2021
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaIEEE International Conference on Pervasive Computing and Communications Workshops - Kassel, Saksa
Kesto: 22 maalisk. 202126 maalisk. 2021
https://www.percom.org/

Julkaisusarja

Nimi2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021

Conference

ConferenceIEEE International Conference on Pervasive Computing and Communications Workshops
LyhennettäPerCom Workshops
Maa/AlueSaksa
KaupunkiKassel
Ajanjakso22/03/202126/03/2021
www-osoite

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