Automated visual analysis for the study of social media effects: Opportunities, approaches, and challenges

Y Peng, I Lock, A Ali Salah - Communication Methods and …, 2024 - Taylor & Francis
To advance our understanding of social media effects, it is crucial to incorporate the
increasingly prevalent visual media into our investigation. In this article, we discuss the …

Integrating network clustering analysis and computational methods to understand communication with and about brands: Opportunities and challenges

I Himelboim, E Maslowska, T Araujo - Journal of Advertising, 2024 - Taylor & Francis
Brand-related content cocreated by consumers can play a crucial role in brand–consumer
interactions and provide brands with valuable insights hidden in vast seas of unstructured …

Promises and pitfalls of using computer vision to make inferences about landscape preferences: Evidence from an urban-proximate park system

EJ Wilkins, D Van Berkel, H Zhang, MA Dorning… - Landscape and Urban …, 2022 - Elsevier
The ubiquitous use of the internet and social media has provided social and spatial
scientists with a wealth of data from which inferences about landscape preferences can be …

Visualizing environmental management: Corporate environmental images information disclosure and idiosyncratic risk

Y Bai, R Yao - Environmental Impact Assessment Review, 2023 - Elsevier
Enterprises pay more attention to the online visual communication of environmental
information. Images significantly contribute to attracting the attention of stakeholders and …

Promises and pitfalls of social media data donations

II van Driel, A Giachanou, JL Pouwels… - Communication …, 2022 - Taylor & Francis
Studies assessing the effects of social media use are largely based on measures of time
spent on social media. In recent years, scholars increasingly ask for more insights in social …

Impressions: Visual semiotics and aesthetic impact understanding

J Kruk, C Ziems, D Yang - … of the 2023 Conference on Empirical …, 2023 - aclanthology.org
Is aesthetic impact different from beauty? Is visual salience a reflection of its capacity for
effective communication? We present Impressions, a novel dataset through which to …

Corporate environmental pictures information disclosure and investor market reaction: A new perspective from large-scale pictures feature mining

Y Bai, X Ding, L Jiang - Journal of Cleaner Production, 2024 - Elsevier
Considering the new perspective of pictures, this study uses the new method of large-scale
image processing technology based on deep learning to analyze the corporate …

Environmental photograph use in corporate sustainability reporting: A machine‐supported visual content analysis

L Fenk - Business Strategy and the Environment, 2024 - Wiley Online Library
Despite the prevalence of photographs in corporate sustainability reporting, their use is not
yet sufficiently understood. To the best of our knowledge, this paper is the first large‐scale …

[图书][B] Qualitative research using social media

G Bouvier, J Rasmussen - 2022 - taylorfrancis.com
Do you want to study influencers? Opinions and comments on a set of posts? Look at
collections of photos or videos on Instagram? Qualitative Research Using Social Media …

Computer Vision Models for Image Analysis in Advertising Research

H Li, N Zhang - Journal of Advertising, 2024 - Taylor & Francis
This study introduces computer vision models for image analysis in advertising research. It
reviews the literature in social science and computer science and identifies three categories …