ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA
Abstract & Details
Research Area
AI & Machine Learning
Keywords
Algorithmic emotion engineering
short-form media
AI recommendation systems
affective computing
emotional exposure
digital behavior
media psychology
Abstract
Short-form media platforms powered by artificial intelligence have changed how people encounter and emotionally react to digital content. Recommendation systems no longer only match users with relevant material; they also shape feeling and attention. This paper examines the idea of algorithmic emotion engineering, understood here as the process through which AI-based recommendation systems organize emotional experiences by repeatedly promoting affective content. Drawing from media studies, psychology, and AI research, the study explains how short-form media environments influence emotional states and shape perception through personalization. Watch time, rewatch behavior, likes, comments, and shares help algorithms learn what emotional content keeps users engaged. Over time, these signals contribute to feeds that are emotionally optimized for retention and interaction. The paper shows how emotional intensity becomes central to recommendation logic. It also considers ethical concerns related to manipulation, user autonomy, and digital well-being. The paper closes by suggesting responsible design and policy responses.
License
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Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | AARON OOMMEN ABRAHAM | CMS, JAIN (Deemed to be University), Bangalore |
| 2 | Writ Ray | CMS, JAIN (Deemed to be University), Bangalore |
| 3 | Pratham Srivastava | CMS, JAIN (Deemed to be University), Bangalore |
How to Cite
Use the following formats to cite this article in your research.
APA Style
ABRAHAM, AARON OOMMEN, Ray, Writ, & Srivastava, Pratham (2026). ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA. International Journal of Advance Research and Innovative Ideas In Education, 12(3), 128-131.
MLA Style
ABRAHAM, AARON OOMMEN, et al. "ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA." International Journal of Advance Research and Innovative Ideas In Education, vol. 12, no. 3, 2026, pp. 128-131.
IEEE Style
AARON OOMMEN ABRAHAM, Writ Ray, and Pratham Srivastava, "ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA," International Journal of Advance Research and Innovative Ideas In Education, vol. 12, no. 3, pp. 128-131, 2026.
Vancouver Style
ABRAHAM AARON OOMMEN, Ray Writ, Srivastava Pratham. ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA. International Journal of Advance Research and Innovative Ideas In Education. 2026;12(3):128-131.
Harvard Style
ABRAHAM, AARON OOMMEN, Ray, Writ, & Srivastava, Pratham (2026) 'ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA', International Journal of Advance Research and Innovative Ideas In Education, 12(3), pp. 128-131.
Chicago Style
ABRAHAM, AARON OOMMEN, Writ Ray, and Pratham Srivastava. "ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA." International Journal of Advance Research and Innovative Ideas In Education 12, no. 3 (2026): 128-131.
Turabian Style
ABRAHAM, AARON OOMMEN, Writ Ray, and Pratham Srivastava. "ALGORITHMIC EMOTION ENGINEERING: HOW AI CURATES EMOTIONAL STATES THROUGH SHORT-FORM MEDIA." International Journal of Advance Research and Innovative Ideas In Education 12, no. 3 (2026): 128-131.
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