Transcript of @neal lathia computer laboratory, university of cambridgeneal_lathia computer laboratory, university...
mobiles, data & behaviour@neal_lathiacomputer laboratory, university of cambridge
“by 2025, when most of today’s psychology undergraduates will be in their mid-30s, more than 5 billion people on our planet will be using ultra-broadband, sensor-rich smartphones far beyond the abilities of today’s iPhones, Androids, and Blackberries.”
Miller
“mobile devices and the mobile internet represent an extremely challenging search environment. Limited screen space, restricted text-input and interactivity and impatient users all conspire...”
Church & Smyth
“...data harvesting through mobile phones still presents a variety of challenges […] energy consumption is still very high for both data transmission and resource-intensive local computation...”
Rachuri et al. (2011)
interaction device
challenges
inference
using data collecting data
data challenges
learning from data
1: public transport
2: behaviour change
measure deliverbehaviouralintervention
infers
evaluate
measure deliverbehaviouralintervention
infers
evaluate
measure deliverbehaviouralintervention
infers
evaluate
3: six open research challenges
3:1 the energy 'race war'
3:2 inference: making sense from sensors
3:3 generalisability: a future for open tools?
3:4 participation: compliance, engagement?
3:5 reconciliating with privacy
3:6 evaluating for change
mobiles, data & behaviour@neal_lathiacomputer laboratory, university of cambridge