@misc{10481/80222,
year = {2022},
url = {https://hdl.handle.net/10481/80222},
abstract = {In the context of content-based recommender systems, the aim of this paper is to
determine how better profiles can be built and how these affect the recommendation
process based on the incorporation of temporality, i.e. the inclusion of time in the
recommendation process, and topicality, i.e. the representation of texts associated with
users and items using topics and their combination. To that end, we build both topically
and temporally homogeneous subprofiles to represent items. The main contribution
of the paper is to present two different ways of hybridising these two dimensions and
to evaluate and compare them with other alternatives. Our proposals and experiments
are carried out in the specific context of publication venue recommendation.},
organization = {Funding for open access publishing: Universidad de Granada/CBUA},
organization = {Spanish “Agencia Estatal de Investigación” under Grant PID2019-106758GB-C31},
organization = {Spanish FEDER/Junta de Andalucía-Consejería de Transformación Económica, Industria, Conocimiento y Universidades under Grant A-TIC-146-UGR20},
organization = {European Regional Development Fund (ERDF-FEDER)},
publisher = {Springer Nature},
keywords = {Content-based recommendation},
keywords = {Topical profiles},
keywords = {Temporal profiles},
keywords = {Publication venue recommendation},
title = {Use of topical and temporal profiles and their hybridisation for content-based recommendation},
doi = {10.1007/s11257-022-09354-7},
author = {Campos Ibáñez, Luis Miguel and Fernández Luna, Juan Manuel and Huete Guadix, Juan Francisco},
}