@inproceedings{acab060e2eda4717867ad07511fae0d9,
title = "NTUSocialRec: An evaluation dataset constructed from microblogs for recommendation applications in social networks",
abstract = "This paper proposes a method to construct an evaluation dataset from microblogs for the development of recommendation systems. We extract the relationships among three main entities in a recommendation event, i.e., who recommends what to whom. User-to-user friend relationships and user-to-resource interesting relationships in social media and resource-to-metadata descriptions in an external ontology are employed. In the experiments, the resources are restricted to visual entertainment media, movies in particular. A sequence of ground truths varying with time is generated. That reflects the dynamic of real world.",
keywords = "Evaluation dataset construction, Microblog analysis, Resource recommendation",
author = "Wang, {Chieh Jen} and Cheng, {Shuk Man} and Lee, {Lung Hao} and Chen, {Hsin Hsi} and Liu, {Wen Shen} and Huang, {Pei Wen} and Lin, {Shih Peng}",
note = "Funding Information: This research was partially supported by Institute for Information Industry, Taiwan under the grant (100)-0816, and the Excellent Research Projects of National Taiwan University.; 8th International Conference on Language Resources and Evaluation, LREC 2012 ; Conference date: 21-05-2012 Through 27-05-2012",
year = "2012",
language = "???core.languages.en_GB???",
series = "Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012",
publisher = "European Language Resources Association (ELRA)",
pages = "2328--2333",
editor = "Dogan, {Mehmet Ugur} and Joseph Mariani and Asuncion Moreno and Sara Goggi and Khalid Choukri and Nicoletta Calzolari and Jan Odijk and Thierry Declerck and Bente Maegaard and Stelios Piperidis and Helene Mazo and Olivier Hamon",
booktitle = "Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012",
}