Research & Science
Publications
-
2026 Behavioral Sciences Open Access Peer-Reviewed
Changes in Emotional and Vocal Expression in Job Interview Simulations with an AI-Enhanced Chatbot for University Students
Universidad Privada Boliviana
Abstract This study examined whether AI-powered chatbot-based training was associated with changes in university students’ Facial and Vocal Emotional Reaction Time Proportions during simulated job interviews. A one-group pretest–posttest design was conducted with 54 third- and fourth-year students enrolled in a Human Talent Management course at a private Latin American university. This study was implemented […]
-
2026 arXiv (Cornell University) Open Access Peer-Reviewed
Interpretable Multimodal Classification with Linear Discriminant Tree Ensembles
Multimodal affect and behaviour classifiers that fuse heterogeneous text, audio, and visual streams must simultaneously achieve competitive accuracy and produce human-understandable explanations of the cues driving their decisions — a dual objective that current high-capacity models, notably Transformers, only partially address. While Transformers attain strong predictive performance, their distributed representations and deep nonlinearity make it […]
-
2026 Journal of Business Venturing Insights Open Access Peer-Reviewed
Poker face and steady voice: Gender and reactions to emotional neutrality in crowdfunding
University of St. Gallen + 4 more
While emotional neutrality (e.g., maintaining a neutral face, speaking with a calm voice) can help entrepreneurs project a sought-after image of rationality, the effectiveness of such displays is context-dependent and gendered. In the emotionally resonant world of crowdfunding, the value of neutrality is ambiguous, as it may conflict with audience expectations of expressiveness. Building on […]
-
2025 Political Studies Review Gated Peer-Reviewed
What Is the Effect of Political Influencers on TikTok? Early Results From a Field Experiment With Young Adults
University of Texas Health Science Center + 3 more
Politicians from both major political parties in the United States have been raising concerns about the rise of TikTok, a popular social media platform founded by Chinese entrepreneurs, with some calling for stricter regulation or even banning the platform. One aspect of opposition to TikTok is its growth as a news source among young adults. […]
-
2021 Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Open Access Peer-Reviewed
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences
Carnegie Mellon University + 1 more
Abstract Human communication is multimodal in nature; it is through multiple modalities such as language, voice, and facial expressions, that opinions and emotions are expressed. Data in this domain exhibits complex multi-relational and temporal interactions. Learning from this data is a fundamentally challenging research problem. In this paper, we propose Modal-Temporal Attention Graph (MTAG). MTAG […]
-
2020 Carolina Digital Repository (University of North Carolina at Chapel Hill) Open Access Peer-Reviewed
HuSIS: A Dedicated Space for Studying Human Interactions
University of Central Florida + 1 more
Abstract To support the study of effective human-surrogate interaction techniques and modalities, the Office of Naval Research awarded an equipment grant to support the development of a Human-Surrogate Interaction Space (HuSIS) at the University of Central Florida in the Institute for Simulation & Training. The HuSIS consists of a dedicated physical space, structures, and components […]
Research Report 2025
In-depth look at the scientific landscape as powered by iMotions software, showcasing groundbreaking research and the impact of our tools in various scientific and industrial fields.
iMotions Science Resources
Looking for white papers, validation reports or research show casing iMotions Multimodal capabilities?
Share Your Research
850+ universities worldwide with an iMotions human behavior lab
73 of the top 100 highest ranked universities
710+ published research papers using iMotions
iMotions is used for some of the most interesting human behavior research studies carried out by top researchers around the world. Contact us to have your publication featured here.
The authors of these publications have used iMotions as a software tool within their research.
“Software should be cited on the same basis as any other research product such as a paper or a book; that is, authors should cite the appropriate set of software products just as they cite the appropriate set of papers” (Katz et al., 2020).
We therefore encourage you to cite the use of iMotions where appropriate.
How to cite iMotions
APA
iMotions (10), iMotions A/S, Copenhagen, Denmark, (2024).
Note: adjust the version and year where relevant.
Learn How to Conduct Human Behavior Research with iMotions
Publications
Read publications made possible with iMotions
Blog
Get inspired and learn more from our expert content writers
Newsletter
A monthly close up of latest product and research news