The homophily principle in social network analysis: A survey

KZ Khanam, G Srivastava, V Mago - Multimedia Tools and Applications, 2023 - Springer
In recent years, social media has become a ubiquitous and integral part of social discourse.
Homophily is a fundamental topic in network science and can provide insights into the flow …

Text analysis of evolving emotions and sentiments in COVID-19 Twitter communication

VC Storey, DE O'Leary - Cognitive Computation, 2024 - Springer
Scientists and regular citizens alike search for ways to manage the widespread effects of the
COVID-19 pandemic. While scientists are busy in their labs, other citizens often turn to …

Automatically generating scenarios from a text corpus: A case study on electric vehicles

CWH Davis, AJ Jetter, PJ Giabbanelli - Sustainability, 2022 - mdpi.com
Creating 'what-if'scenarios to estimate possible futures is a key component of decision-
making processes. However, this activity is labor intensive as it is primarily done manually …

How modeling methods for fuzzy cognitive mapping can benefit from psychology research

S Mkhitaryan, PJ Giabbanelli - 2021 Winter Simulation …, 2021 - ieeexplore.ieee.org
Fuzzy Cognitive Maps (FCMs) are aggregate-level simulation models that represent
concepts as nodes, capturing relationships via weighted edges, and apply an inference …

A scalable platform to collect, store, visualize, and analyze big data in real time

CH Mendhe, N Henderson… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Twitter has withstood the test of time as a successful social networking platform. In many
circles globally, the majority of users choose Twitter when choosing a social media outlet for …

[PDF][PDF] (Re) shaping online narratives: when bots promote the message of President Trump during his first impeachment

MC Galgoczy, A Phatak, D Vinson, VK Mago… - PeerJ Computer …, 2022 - peerj.com
Influencing and framing debates on Twitter provides power to shape public opinion. Bots
have become essential tools of 'computational propaganda'on social media such as Twitter …

Are we modeling the evidence or our own biases? A comparison of conceptual models created from reports

AJ Freund, PJ Giabbanelli - 2021 annual modeling and …, 2021 - ieeexplore.ieee.org
Conceptual modeling requires expertise in the application area and in modeling. Many
research groups fulfill this requirement by analyzing qualitative data produced by subject …

Reducing the gap between the conceptual models of students and experts using graph-based adaptive instructional systems

PJ Giabbanelli, AA Tawfik - HCI International 2020–Late Breaking Papers …, 2020 - Springer
Decision-making in complex environments requires a detailed understanding of causality to
avoid unintended consequences and consider multiple scenarios. Concept mapping is of …

Understanding synthetic drug analogues among the homeless population from the perspectives of the public: thematic analysis of Twitter data

T Coombs, A Abdelkader, T Ginige… - Journal of Substance …, 2024 - Taylor & Francis
Objectives The last few years have seen the rapid emergence of synthetic drug derivatives
known as new psychoactive substances (NPS) among the homeless population. Previous …

Big data meets storytelling: using machine learning to predict popular fanfiction

D Nguyen, S Zigmond, S Glassco, B Tran… - Social Network Analysis …, 2024 - Springer
Fanfictions are a popular literature genre in which writers reuse a universe, for example to
transform heteronormative relationships with queer characters or to bring romance into …