a context-aware model for qoe analysis in mobile environments
DESCRIPTION
A context-aware model for QoE analysis in mobile environments - in Interaccion 2013 MadridTRANSCRIPT
CARIMA Context-aware Model for QoE Analysis
in Mobile Environments
Pedro Mateo ([email protected])Diego Sevilla, Gregorio Martınez
Interaccion 2013 September
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 1 / 16
Agenda
CARIM
A Context-aware Model for QoE Analysisin Mobile Environments
1 Motivationthe problem and the proposed solution
2 CARIM metamodeldescription of CARIM features and benefits
3 Practical overview and Conclusionworking scenario, the experiment and conclusion
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 2 / 16
IMotivation
The problem
When we analyze mobile interaction...
some methods use cumulative values → but interaction is dynamic
context matters → but context changes
some methods lack structure → hinders analysis/comparison
interaction data usually separated from quality perception → QoE?
this hinders mobile QoE analysis
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 4 / 16
The solution
Thus, we propose:
describe interaction stepwise, using turns
describe the surrounding context dynamically
structure parameters to allow comparison of interaction records
link quality perception to interaction records
CARIM metamodel does this way
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 5 / 16
IICARIM
CARIM: dynamic description of multimodal interaction
based on PALADIN1 ⇒ multimodal interaction metamodel
describes communication content + metadata by turn
1http://www.catedrasaes.org/wiki/MIMPedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 7 / 16
CARIM: context-aware
contextual factors affecting users experience with mobile apps
dimensions: physical, social, location/time, device and connectivity
context described by turn ⇒ dynamic environment
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 8 / 16
CARIM: perceived quality and cognitive state
describes perceived quality using parameters of a questionnaire
describes influencing factors for quality perception:
users mood and attitude towards technology
ratings linked to interaction ⇒ enhanced QoE analysis
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 9 / 16
Benefits: unified criteria
same structure and metrics regardless of the execution environment
provides experts and tools with unified criteria
allows comparison between CARIM instances
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 10 / 16
Benefits: run-time nature
run-time nature ⇒ relationship (data ↔ time) ⇒ running instances
dynamic (stepwise) analysis of interaction
real-time adaptation decisions
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 11 / 16
IIIPractical overview and
Conclusion
Typical scenario of use
More info about CARIM and the other tools:
Mateo et al., http://www.catedrasaes.org/wiki/Carim
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 13 / 16
The experiment
CARIM is in an experiment comparing2 different interaction designs
the user has to play with a LunarLander game, and then answer a shortquestionnaire
we need more participants. Please, helpus and join the experiment...
using this QR code, or
going to www.pedromateo.es/carim-experiment.html, or
search for “phd experiment” in
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 14 / 16
Conclusion
CARIM ⇒ parameter-based metamodel
quantifies mobile user-system interaction
describes live surrounding context
includes cognitive state and quality ratings
CARIM ⇒ unified criteria to describe mobile interaction
comparison of QoE records; reuse of analysis tools
CARIM ⇒ run-time metamodel
live interaction + context → stepwise analysis; decision
CARIM ⇒ ratings + interaction → enhances QoE analysis
CARIM is not alone ⇒ integration framework + HCI extractor
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 15 / 16
Acknowledgements
www.catedrasaes.org
Supported by:
cátedrasaeslabs
Pedro Mateo ([email protected]) Diego Sevilla, Gregorio Martınez ()Model-based QoE Analysis Interaccion 2013 September 16 / 16