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Moreno-Blanco DCorresponding AuthorSánchez-González PAuthorGárate FAuthorCaceres CAuthorSolana-Sánchez JAuthorGomez EAuthorNew Approaches for Personalizing Daily Activity Monitoring in mHealth Applications
Publicated to:Comparative Study Of Machine Learning Methods For The Early Prediction Of Adherence To Medication. 76 1181-1186 - 2020-01-01 76(), DOI: 10.1007/978-3-030-31635-8_143
Authors: Moreno-Blanco, Diego; Sanchez-Gonzalez, Patricia; Garate, Francisco J; Caceres, Cesar; Solana-Sanchez, Javier; Tormos-Munoz, Jose M; Gomez, Enrique J
Affiliations
Abstract
© 2020, Springer Nature Switzerland AG. Healthy daily activities have a positive influence on many aspects of our lives. Habits have a deep impact on our health, they help to prevent the appearance of chronic and neurodegenerative diseases and will provide a healthy and active aging. This research work is aiming to analyze the need of new approaches on monitoring daily life activities, investigating new technologies and user modelling methods for healthy habits monitoring. mHealth platforms allow to perform a multivariable monitoring for allowing effective and personalized interventions. Data analytics, data mining and gamification methodologies are being applied to investigate user experience models. This user adaptation is commonly focused on personality and mood monitoring. Furthermore, new user models are built based on monitoring data, personality of user and the daily activity patterns extracted from intelligent and personalized monitoring. The final goal is contributing to improve user´s adherence to interventions, quality of life and quality of care in mHealth applications.
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Quality index
Bibliometric impact. Analysis of the contribution and dissemination channel
Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.
Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-07-10:
- Google Scholar: 2
- Scopus: 1
Impact and social visibility
Leadership analysis of institutional authors
There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (MORENO BLANCO, DIEGO) and Last Author (GOMEZ AGUILERA, ENRIQUE JAVIER).
the author responsible for correspondence tasks has been MORENO BLANCO, DIEGO.