5 papers
Personalised Recommendations in Mental Health Apps: The Impact of Autonomy and Data Sharing
Svenja Pieritz, Mohammed Khwaja, A. Aldo Faisal +1
The recent growth of digital interventions for mental well-being prompts a call-to-arms to explore the delivery of personalised recommendations from a user's perspective. In a rand…
Aligning Daily Activities with Personality: Towards A Recommender System for Improving Wellbeing
Mohammed Khwaja, Miquel Ferrer, Jesus Omana Iglesias +2
Recommender Systems have not been explored to a great extent for improving health and subjective wellbeing. Recent advances in mobile technologies and user modelling present the op…
Modeling Personality vs. Modeling Personalidad: In-the-wild Mobile Data Analysis in Five Countries Suggests Cultural Impact on Personality Models
Mohammed Khwaja, Sumer S. Vaid, Sara Zannone +3
Sensor data collected from smartphones provides the possibility to passively infer a user's personality traits. Such models can be used to enable technology personalization, while…
Personality is Revealed During Weekends: Towards Data Minimisation for Smartphone Based Personality Classification
Mohammed Khwaja, Aleksandar Matic
Previous literature has explored automatic personality modelling using smartphone data for its potential to personalise mobile services. Although passive modelling of personality r…
A Deep Autoencoder System for Differentiation of Cancer Types Based on DNA Methylation State
Mohammed Khwaja, Melpomeni Kalofonou, Chris Toumazou
A Deep Autoencoder based content retrieval algorithm is proposed for prediction and differentiation of cancer types based on the presence of epigenetic patterns of DNA methylation…