Persuasive Technology: Using Computers to Change What We Think and Do
Persuasive Technology: Using Computers to Change What We Think and Do
Advanced Interaction in Context
HUC '99 Proceedings of the 1st international symposium on Handheld and Ubiquitous Computing
Wearable computing and contextual awareness
Wearable computing and contextual awareness
Reality mining: sensing complex social systems
Personal and Ubiquitous Computing
Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields
International Journal of Robotics Research
WICON '06 Proceedings of the 2nd annual international workshop on Wireless internet
IEEE Pervasive Computing
Activity sensing in the wild: a field trial of ubifit garden
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
N-smarts: networked suite of mobile atmospheric real-time sensors
Proceedings of the second ACM SIGCOMM workshop on Networked systems for developing regions
The Mobile Sensing Platform: An Embedded Activity Recognition System
IEEE Pervasive Computing
PoolView: stream privacy for grassroots participatory sensing
Proceedings of the 6th ACM conference on Embedded network sensor systems
Proceedings of the 6th ACM conference on Embedded network sensor systems
Proceedings of the 7th international conference on Mobile systems, applications, and services
SoundSense: scalable sound sensing for people-centric applications on mobile phones
Proceedings of the 7th international conference on Mobile systems, applications, and services
A framework of energy efficient mobile sensing for automatic user state recognition
Proceedings of the 7th international conference on Mobile systems, applications, and services
SurroundSense: mobile phone localization via ambience fingerprinting
Proceedings of the 15th annual international conference on Mobile computing and networking
Heartphones: Sensor Earphones and Mobile Application for Non-obtrusive Health Monitoring
ISWC '09 Proceedings of the 2009 International Symposium on Wearable Computers
VTrack: accurate, energy-aware road traffic delay estimation using mobile phones
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Opportunistic sensing: security challenges for the new paradigm
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
Ear-phone: an end-to-end participatory urban noise mapping system
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
MAUI: making smartphones last longer with code offload
Proceedings of the 8th international conference on Mobile systems, applications, and services
PRISM: platform for remote sensing using smartphones
Proceedings of the 8th international conference on Mobile systems, applications, and services
CrowdSearch: exploiting crowds for accurate real-time image search on mobile phones
Proceedings of the 8th international conference on Mobile systems, applications, and services
NeuroPhone: brain-mobile phone interface using a wireless EEG headset
Proceedings of the second ACM SIGCOMM workshop on Networking, systems, and applications on mobile handhelds
A practical approach to recognizing physical activities
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
From opportunistic networks to opportunistic computing
IEEE Communications Magazine
Creek watch: pairing usefulness and usability for successful citizen science
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
MELOS: a low-cost and low-energy generic sensing attachment for mobile phones
NSDR '11 Proceedings of the 5th ACM workshop on Networked systems for developing regions
Distributed classification for pocket data mining
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Proceedings of 1st international symposium on From digital footprints to social and community intelligence
Proceedings of the 13th international conference on Ubiquitous computing
Mobile sensing: challenges, opportunities and future directions
Proceedings of the 13th international conference on Ubiquitous computing
Research challenges towards the Future Internet
Computer Communications
Evaluating peer behaviour in distributed participatory sensing
WSEAS Transactions on Computers
Modelling inter-contact times in social pervasive networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Balancing energy, latency and accuracy for mobile sensor data classification
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Mobility prediction-based smartphone energy optimization for everyday location monitoring
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
The impact of sensor fusion on tilt interaction in a mobile map-based application
Proceedings of the South African Institute of Computer Scientists and Information Technologists Conference on Knowledge, Innovation and Leadership in a Diverse, Multidisciplinary Environment
WalkSafe: a pedestrian safety app for mobile phone users who walk and talk while crossing roads
Proceedings of the Twelfth Workshop on Mobile Computing Systems & Applications
Human behavior understanding for inducing behavioral change: application perspectives
HBU'11 Proceedings of the Second international conference on Human Behavior Unterstanding
TapLogger: inferring user inputs on smartphone touchscreens using on-board motion sensors
Proceedings of the fifth ACM conference on Security and Privacy in Wireless and Mobile Networks
A Practical Approach to Energy Efficient Communications in Mobile Wireless Networks
Mobile Networks and Applications
Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare
Web squared: paradigms and opportunities
Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques
Pervasive communications in healthcare
Computer Communications
ACE: exploiting correlation for energy-efficient and continuous context sensing
Proceedings of the 10th international conference on Mobile systems, applications, and services
Tapprints: your finger taps have fingerprints
Proceedings of the 10th international conference on Mobile systems, applications, and services
A global measurement study of context-based propagation and user mobility
Proceedings of the 4th ACM international workshop on Hot topics in planet-scale measurement
Uncovering properties in participatory sensor networks
Proceedings of the 4th ACM international workshop on Hot topics in planet-scale measurement
Vision: mClouds - computing on clouds of mobile devices
Proceedings of the third ACM workshop on Mobile cloud computing and services
Using idle moments to record your health via mobile applications
Proceedings of the 1st ACM workshop on Mobile systems for computational social science
A three-tier architecture for user-centric ubiquitous networked sensing
ISRN Communications and Networking
SCAMPI: service platform for social aware mobile and pervasive computing
Proceedings of the first edition of the MCC workshop on Mobile cloud computing
An integrated cloud-based framework for mobile phone sensing
Proceedings of the first edition of the MCC workshop on Mobile cloud computing
Crowdsourcing to smartphones: incentive mechanism design for mobile phone sensing
Proceedings of the 18th annual international conference on Mobile computing and networking
Understanding energy consumption of UHF RFID readers for mobile phone sensing applications
Proceedings of the seventh ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Personalized driving behavior monitoring and analysis for emerging hybrid vehicles
Pervasive'12 Proceedings of the 10th international conference on Pervasive Computing
Environmental sound recognition by measuring significant changes in the spectral entropy
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Improving energy efficiency of personal sensing applications with heterogeneous multi-processors
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Friends don't lie: inferring personality traits from social network structure
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Helping mobile apps bootstrap with fewer users
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Activity recognition using a spectral entropy signature
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Context-aware mobile crowdsourcing
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Ubiquitous inference of mobility state of human custodian in people-centric context sensing
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Engaging participants for collaborative sensing of human mobility
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Passive detection of situations from ambient FM-radio signals
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Applications of mobile activity recognition
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Investigating mobile quality of experience in public transport
MobileHCI '12 Proceedings of the 14th international conference on Human-computer interaction with mobile devices and services companion
SCAMPI: service platform for social aware mobile and pervasive computing
ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
Discovering trustworthy social spaces
Proceedings of the Third International Workshop on Sensing Applications on Mobile Phones
Hardware and software for skateboard trick visualisation on a mobile phone
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
International Journal of Knowledge and Web Intelligence
A hierarchical back-end architecture for smartphone sensing
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Users as reconfigurable elements in distributed sensing applications
Proceedings of the 7th International Workshop on Middleware Tools, Services and Run-Time Support for Sensor Networks
Review: A review of earth observation using mobile personal communication devices
Computers & Geosciences
IODetector: a generic service for indoor outdoor detection
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Acc: generic on-demand accelerations for neighbor discovery in mobile applications
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Data interpolation for participatory sensing systems
Pervasive and Mobile Computing
Handset-Based Data Collection Process and Participant Attitudes
International Journal of Handheld Computing Research
Radiator: context propagation based on delayed aggregation
Proceedings of the 2013 conference on Computer supported cooperative work
MobiS: a distributed paradigm of mobile sensor data analytics for evaluating environmental exposures
Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
Research on social relations cognitive model of mobile nodes in Internet of Things
Journal of Network and Computer Applications
The impact of motion dimensionality and bit cardinality on the design of 3D gesture recognizers
International Journal of Human-Computer Studies
Proceedings of the 2013 international conference on Intelligent user interfaces
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices
Pervasive and Mobile Computing
Activity logging using lightweight classification techniques in mobile devices
Personal and Ubiquitous Computing
NuActiv: recognizing unseen new activities using semantic attribute-based learning
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Energy characterization and optimization of image sensing toward continuous mobile vision
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
iPrevention: towards a novel real-time smartphone-based fall prevention system
Proceedings of the 28th Annual ACM Symposium on Applied Computing
A survey on smartphone-based systems for opportunistic user context recognition
ACM Computing Surveys (CSUR)
Reasoning and prediction on opportunistic networks to improve data dissemination
Proceedings of the ACM International Conference on Computing Frontiers
Stop questioning me!: towards optimizing user involvement during data collection on mobile devices
Proceedings of the 15th international conference on Human-computer interaction with mobile devices and services
Contextualise! personalise! persuade!: a mobile HCI framework for behaviour change support systems
Proceedings of the 15th international conference on Human-computer interaction with mobile devices and services
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Towards healthier urban mobility
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
On heterogeneity in mobile sensing applications aiming at representative data collection
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
A wellness Android application with social networking capabilities
Proceedings of the 51st ACM Southeast Conference
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Surround-see: enabling peripheral vision on smartphones during active use
Proceedings of the 26th annual ACM symposium on User interface software and technology
Supporting interoperability and presence awareness in collaborative mixed reality environments
Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology
A review of urban computing for mobile phone traces: current methods, challenges and opportunities
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing
Combining crowd-generated media and personal data: semi-supervised learning for context recognition
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia
Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
smartPrediction: a real-time smartphone-based fall risk prediction and prevention system
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Accelerometer-based transportation mode detection on smartphones
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
Social welfare maximization in participatory smartphone sensing
WASA'13 Proceedings of the 8th international conference on Wireless Algorithms, Systems, and Applications
Processing crowd sourced sensor data: from data acquisition to application
Proceedings of the Sixth ACM SIGSPATIAL International Workshop on Computational Transportation Science
Towards health-optimal routing in urban areas
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health
Envisioning a future for a spatial-health CyberGIS marketplace
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health
Web Semantics: Science, Services and Agents on the World Wide Web
Towards scalable activity recognition: adapting zero-effort crowdsourced acoustic models
Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia
Activity classification with empirical RF propagation modeling in body area networks
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Editorial: Computer communications: Present status and future challenges
Computer Communications
Synergistic approaches to mobile intelligent transportation systems considering low penetration rate
Pervasive and Mobile Computing
Hybrid indoor and outdoor location services for new generation mobile terminals
Personal and Ubiquitous Computing
Continuously Changing Information on a Global Scale and its Impact for the Internet-of-Things
Mobile Networks and Applications
Crowds, citizens and sensors: process and practice for mobilising learning
Personal and Ubiquitous Computing
MPaaS: Mobility prediction as a service in telecom cloud
Information Systems Frontiers
A multi-sensor approach for fall risk prediction and prevention in elderly
ACM SIGAPP Applied Computing Review
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Mobile phones or smartphones are rapidly becoming the central computer and communication device in people's lives. Application delivery channels such as the Apple AppStore are transforming mobile phones into App Phones, capable of downloading a myriad of applications in an instant. Importantly, today's smartphones are programmable and come with a growing set of cheap powerful embedded sensors, such as an accelerometer, digital compass, gyroscope, GPS, microphone, and camera, which are enabling the emergence of personal, group, and community-scale sensing applications. We believe that sensor-equipped mobile phones will revolutionize many sectors of our economy, including business, health care, social networks, environmental monitoring, and transportation. In this article we survey existing mobile phone sensing algorithms, applications, and systems. We discuss the emerging sensing paradigms, and formulate an architectural framework for discussing a number of the open issues and challenges emerging in the new area of mobile phone sensing research.