activity
20142024
most citedGeneralization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries

48 citations · 331 across the 20 of their papers we have counts for

collaborators
Showing 2023 · cs.HCShow all

5 papers · 2 filters

cs.HC2023★ 10 cited

Learning About Social Context from Smartphone Data: Generalization Across Countries and Daily Life Moments

Aurel Ruben Mader, Lakmal Meegahapola, Daniel Gatica-Perez

Understanding how social situations unfold in people's daily lives is relevant to designing mobile systems that can support users in their personal goals, well-being, and activitie…

cs.HC2023

Inferring Mood-While-Eating with Smartphone Sensing and Community-Based Model Personalization

Wageesha Bangamuarachchi, Anju Chamantha, Lakmal Meegahapola +4

The interplay between mood and eating episodes has been extensively researched, revealing a connection between the two. Previous studies have relied on questionnaires and mobile ph…

cs.HC2023★ 11 cited

Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity

Nathan Kammoun, Lakmal Meegahapola, Daniel Gatica-Perez

Understanding the social context of eating is crucial for promoting healthy eating behaviors. Multimodal smartphone sensor data could provide valuable insights into eating behavior…

cs.HC2023★ 25 cited

Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK

Karim Assi, Lakmal Meegahapola, William Droz +19

Smartphones enable understanding human behavior with activity recognition to support people's daily lives. Prior studies focused on using inertial sensors to detect simple activiti…

cs.HC2023★ 1 cited

Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers

Emma Bouton--Bessac, Lakmal Meegahapola, Daniel Gatica-Perez

Human Activity Recognition (HAR) enables context-aware user experiences where mobile apps can alter content and interactions depending on user activities. Hence, smartphones have b…