Publication

Active Learning for Classifying Political Tweets

Tjong Kim Sang, E., Esteve Del Valle, M., Kruitbosch, H. & Broersma, M., Mar-2018, In : International Science and General Applications. 1, March , p. 60-67 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

APA

Tjong Kim Sang, E., Esteve Del Valle, M., Kruitbosch, H., & Broersma, M. (2018). Active Learning for Classifying Political Tweets. International Science and General Applications, 1(March ), 60-67.

Author

Tjong Kim Sang, Erik ; Esteve Del Valle, Marc ; Kruitbosch, Herbert ; Broersma, Marcel. / Active Learning for Classifying Political Tweets. In: International Science and General Applications. 2018 ; Vol. 1, No. March . pp. 60-67.

Harvard

Tjong Kim Sang, E, Esteve Del Valle, M, Kruitbosch, H & Broersma, M 2018, 'Active Learning for Classifying Political Tweets', International Science and General Applications, vol. 1, no. March , pp. 60-67.

Standard

Active Learning for Classifying Political Tweets. / Tjong Kim Sang, Erik; Esteve Del Valle, Marc; Kruitbosch, Herbert; Broersma, Marcel.

In: International Science and General Applications, Vol. 1, No. March , 03.2018, p. 60-67.

Research output: Contribution to journalArticleAcademicpeer-review

Vancouver

Tjong Kim Sang E, Esteve Del Valle M, Kruitbosch H, Broersma M. Active Learning for Classifying Political Tweets. International Science and General Applications. 2018 Mar;1(March ):60-67.


BibTeX

@article{e469f83b9c0f4ea09445d28c26be2894,
title = "Active Learning for Classifying Political Tweets",
abstract = "We examine methods for improving models for automatically labeling social media data. In particular we evaluate active learning: a method for selecting candidate training data whose labeling the classification model would benefit most of. We show that this approach requires careful ex-periment design, when it is combined with language modeling ",
keywords = "Social Media, Machine Learning, Active Learning",
author = "{Tjong Kim Sang}, Erik and {Esteve Del Valle}, Marc and Herbert Kruitbosch and Marcel Broersma",
year = "2018",
month = mar,
language = "English",
volume = "1",
pages = "60--67",
journal = "International Science and General Applications",
issn = "2351-8715",
number = "March ",

}

RIS

TY - JOUR

T1 - Active Learning for Classifying Political Tweets

AU - Tjong Kim Sang, Erik

AU - Esteve Del Valle, Marc

AU - Kruitbosch, Herbert

AU - Broersma, Marcel

PY - 2018/3

Y1 - 2018/3

N2 - We examine methods for improving models for automatically labeling social media data. In particular we evaluate active learning: a method for selecting candidate training data whose labeling the classification model would benefit most of. We show that this approach requires careful ex-periment design, when it is combined with language modeling

AB - We examine methods for improving models for automatically labeling social media data. In particular we evaluate active learning: a method for selecting candidate training data whose labeling the classification model would benefit most of. We show that this approach requires careful ex-periment design, when it is combined with language modeling

KW - Social Media

KW - Machine Learning

KW - Active Learning

UR - https://ifarm.nl/erikt/papers/#2017

M3 - Article

VL - 1

SP - 60

EP - 67

JO - International Science and General Applications

JF - International Science and General Applications

SN - 2351-8715

IS - March

ER -

ID: 64013593