Can large language models transform computational social science?

C Ziems, W Held, O Shaikh, J Chen, Z Zhang… - Computational …, 2024 - direct.mit.edu
Large language models (LLMs) are capable of successfully performing many language
processing tasks zero-shot (without training data). If zero-shot LLMs can also reliably classify …

Branding with social media: User gratifications, usage patterns, and brand message content strategies

Q Gao, C Feng - Computers in Human Behavior, 2016 - Elsevier
The emergence of social media provides a new platform for develo** brand–consumer
relationships. The aim of the current study is to examine the differences in Chinese users' …

Knowledge exchange and symbolic action in social media-enabled electronic networks of practice

R Beck, I Pahlke, C Seebach - MIS quarterly, 2014 - JSTOR
Organizational knowledge is one of the most important assets of an enterprise. Therefore,
many organizations invest in enterprise social media (ESM) to establish electronic networks …

User characterization for online social networks

T Tuna, E Akbas, A Aksoy, MA Canbaz… - Social Network Analysis …, 2016 - Springer
Online social network analysis has attracted great attention with a vast number of users
sharing information and availability of APIs that help to crawl online social network data. In …

Role-aware information spread in online social networks

A Bartal, KM Jagodnik - Entropy, 2021 - mdpi.com
Understanding the complex process of information spread in online social networks (OSNs)
enables the efficient maximization/minimization of the spread of useful/harmful information …

" Who's out there?" identifying and ranking lurkers in social networks

A Tagarelli, R Interdonato - Proceedings of the 2013 IEEE/ACM …, 2013 - dl.acm.org
The massive presence of silent members in online communities, the so-called lurkers, has
long attracted the attention of researchers in social science, cognitive psychology, and …

Lurking in social networks: topology-based analysis and ranking methods

A Tagarelli, R Interdonato - Social Network Analysis and Mining, 2014 - Springer
The massive presence of silent members in online communities, the so-called lurkers, has
long attracted the attention of researchers in social science, cognitive psychology, and …

From object to flow: Network sensibility, symbolic interactionism, and social media

AN Markham, S Lindgren - Symbolic interaction and new social …, 2014 - emerald.com
This article discusses how certain sensibilities and techniques from a network perspective
can facilitate different levels of thinking about symbolic interaction in mediated contexts. The …

Time-aware analysis and ranking of lurkers in social networks

A Tagarelli, R Interdonato - Social Network Analysis and Mining, 2015 - Springer
Mining the silent members of an online community, also called lurkers, has been recognized
as an important problem that accompanies the extensive use of online social networks …

Searching for answers--knowledge exchange through social media in organizations

C Seebach - 2012 45th Hawaii International Conference on …, 2012 - ieeexplore.ieee.org
Organizations need information systems that facilitate the exchange between knowledge
seekers and contributors in order to manage knowledge successfully. As prior research …