What demographic attributes do our digital footprints reveal? A systematic review

J Hinds, AN Joinson - PloS one, 2018 - journals.plos.org
To what extent does our online activity reveal who we are? Recent research has
demonstrated that the digital traces left by individuals as they browse and interact with …

The celebrity capital life cycle: A framework for future research directions on celebrity endorsement

FA Carrillat, J Ilicic - Journal of Advertising, 2019 - Taylor & Francis
This article introduces the celebrity capital life cycle as a structuring framework for the
literature on celebrity endorsement. This framework comprises four stages: acquisition …

Automated text analysis for consumer research

A Humphreys, RJH Wang - Journal of Consumer Research, 2018 - academic.oup.com
The amount of digital text available for analysis by consumer researchers has risen
dramatically. Consumer discussions on the internet, product reviews, and digital archives of …

Demographic inference and representative population estimates from multilingual social media data

Z Wang, S Hale, DI Adelani, P Grabowicz… - The world wide web …, 2019 - dl.acm.org
Social media provide access to behavioural data at an unprecedented scale and granularity.
However, using these data to understand phenomena in a broader population is difficult due …

Effects of big data analytics and traditional marketing analytics on new product success: A knowledge fusion perspective

Z Xu, GL Frankwick, E Ramirez - Journal of business research, 2016 - Elsevier
This study introduces the knowledge fusion taxonomy to understand the relationships
among traditional marketing analytics (TMA), big data analytics (BDA), and new product …

Who tweets? Deriving the demographic characteristics of age, occupation and social class from Twitter user meta-data

L Sloan, J Morgan, P Burnap, M Williams - PloS one, 2015 - journals.plos.org
This paper specifies, designs and critically evaluates two tools for the automated
identification of demographic data (age, occupation and social class) from the profile …

Profiling urban vulnerabilities to climate change: An indicator-based vulnerability assessment for European cities

C Tapia, B Abajo, E Feliu, M Mendizabal… - Ecological …, 2017 - Elsevier
Governing climate change in cities entails a good understanding of urban vulnerabilities.
This research presents an Indicator-based Vulnerability Assessment for 571 European …

Quantifying the effect of sentiment on information diffusion in social media

E Ferrara, Z Yang - PeerJ Computer Science, 2015 - peerj.com
Social media has become the main vehicle of information production and consumption
online. Millions of users every day log on their Facebook or Twitter accounts to get updates …

A structured analysis of unstructured big data by leveraging cloud computing

X Liu, PV Singh, K Srinivasan - Marketing science, 2016 - pubsonline.informs.org
Accurate forecasting of sales/consumption is particularly important for marketing because
this information can be used to adjust marketing budget allocations and overall marketing …

Evaluating sampling methods for content analysis of Twitter data

H Kim, SM Jang, SH Kim, A Wan - Social media+ society, 2018 - journals.sagepub.com
Despite the existing evaluation of the sampling options for periodical media content, only a
few empirical studies have examined whether probability sampling methods can be …