A systematic review of the use of topic models for short text social media analysis

CDP Laureate, W Buntine, H Linger - Artificial Intelligence Review, 2023 - Springer
Recently, research on short text topic models has addressed the challenges of social media
datasets. These models are typically evaluated using automated measures. However, recent …

Latent semantic scaling: A semisupervised text analysis technique for new domains and languages

K Watanabe - Communication Methods and Measures, 2021 - Taylor & Francis
Many social scientists recognize that quantitative text analysis is a useful research
methodology, but its application is still concentrated in documents written in European …

Sentiment analysis of Serbian old novels

R Stanković, M Košprdić, MI Nešić… - Proceedings of the 2nd …, 2022 - aclanthology.org
In this paper we present first study of Sentiment Analysis (SA) of Serbian novels from the
1840-1920 period. The preparation of sentiment lexicon was based on three existing …

Exploring organizational self-(re) presentations on visual social media: Computational analysis of startups' Instagram photos based on unsupervised learning

Y Kim - SAGE Open, 2023 - journals.sagepub.com
Presenting oneself visually is an essential part of online behaviors on social networking
sites (SNSs), and this is also the case for organizational accounts. Examining organizational …

# ShoutYourAbortion on Instagram: exploring the visual representation of hashtag movement and the public's responses

Y Kim, S Lee - SAGE Open, 2022 - journals.sagepub.com
The goal of the current study was to explore the visual representation of# ShoutYourAbortion
hashtag movement on Instagram. The photos' content and embedded texts in the photos …

[HTML][HTML] # Nomask on Instagram: exploring visual representations of the antisocial norm on social media

Y Kim - International journal of environmental research and …, 2022 - mdpi.com
Social media (SM) functions such as hashtags and photo uploading can enrich and expedite
user interactions, but can also facilitate the online spread of antisocial norms. Mask aversion …

[PDF][PDF] Sentiment analysis of sentences from Serbian ELTeC corpus

R Stankovic, M Kosprdic, M Ikonic-Nesic… - Proceedings of the …, 2022 - lrec-conf.org
In this paper we present first study of Sentiment Analysis (SA) of Serbian novels from the
1840-1920 period. The preparation of sentiment lexicon was based on three existing …

Visual Representations in Organizational Instagram Photos and the Public's Responses: Focusing on Nonprofit Organizations

Y Kim, S Jang - International Journal of Communication, 2022 - ijoc.org
This study aimed to explore what were visually represented in nonprofit
organizations'(NPOs') Instagram photos and how the features of the photos were related to …

Framing North Korea on Twitter: Is Network Strength Related to Sentiment?

S Kang - Journal of Contemporary Eastern Asia, 2021 - koreascience.kr
Research on the news coverage of North Korea has been paying less attention to social
media platforms than to legacy media. An increasing number of social media users post …

Melihat citra perusahaan melalui big data: Polemik beasiswa perusahaan rokok

PD Pramana, P Utari, AMI Naini - Jurnal Studi Komunikasi, 2020 - ejournal.unitomo.ac.id
This study aimed to see the image of PT Djarum as a cigarette company during a polemic
through big data approach. The public was shocked by the news that PB Djarum would …