Pondera: A Personalized AI–Driven Weight Loss Mobile Companion with Multidimensional Goal Fulfillment Analytics

Georgi Pashev, Silvia Gaftandzhieva


Abstract
The global obesity epidemic is a significant challenge to public health, necessitating innovative and personalized solutions. This paper presents Pondera, an innovative mobile app revolutionizing weight management by integrating Artificial Intelligence (AI) and multidimensional goal fulfilment analytics. Pondera distinguishes itself by supplying a tailored approach to weight loss, combining individual user data, including dietary preferences, fitness levels, and specific weight loss objectives, with advanced AI algorithms to generate personalized weight loss plans. Future development directions include refining AI algorithms, enhancing user experience, and validating effectiveness through comprehensive studies, ensuring Pondera becomes a pivotal tool in achieving sustainable weight loss and health improvement.
Anthology ID:
2024.clib-1.29
Volume:
Proceedings of the Sixth International Conference on Computational Linguistics in Bulgaria (CLIB 2024)
Month:
September
Year:
2024
Address:
Sofia, Bulgaria
Venue:
CLIB
SIG:
Publisher:
Department of Computational Linguistics, Institute for Bulgarian Language, Bulgarian Academy of Sciences
Note:
Pages:
264–271
Language:
URL:
https://aclanthology.org/2024.clib-1.29
DOI:
Bibkey:
Cite (ACL):
Georgi Pashev and Silvia Gaftandzhieva. 2024. Pondera: A Personalized AI–Driven Weight Loss Mobile Companion with Multidimensional Goal Fulfillment Analytics. In Proceedings of the Sixth International Conference on Computational Linguistics in Bulgaria (CLIB 2024), pages 264–271, Sofia, Bulgaria. Department of Computational Linguistics, Institute for Bulgarian Language, Bulgarian Academy of Sciences.
Cite (Informal):
Pondera: A Personalized AI–Driven Weight Loss Mobile Companion with Multidimensional Goal Fulfillment Analytics (Pashev & Gaftandzhieva, CLIB 2024)
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PDF:
https://aclanthology.org/2024.clib-1.29.pdf