Helping mobile apps bootstrap with fewer users

UbiComp'12 - Proceedings of the 2012 ACM Conference on Ubiquitous Computing

Volumn , Issue , 2012, Pages 491-500

  Bao, Xuan ^a   Kansal, Aman ^b   Choudhury, Romit Roy ^a   Bahl, Paramvir ^b   Chu, David ^b   Wolman, Alec ^b  

^a DUKE UNIVERSITY   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENT SPEED; GROUND TRUTH DATA; INFERENCE MODELS; LABELED DATA; REAL WORLD DATA; SEMI-SUPERVISED LEARNING; SIMILAR PATTERN; USER BEHAVIORS; USER DATA;

BEHAVIORAL RESEARCH; SUPERVISED LEARNING; UBIQUITOUS COMPUTING;

DIGITAL STORAGE;

EID: 84867470401     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2370216.2370289     Document Type: Conference Paper

References (30)

1. Nicholas D. Lane, Emiliano Miluzzo, Hong Lu, Daniel Peebles, Tanzeem Choudhury, and Andrew T. Campbell, "A survey of mobile phone sensing, " Comm. Mag., 2010.
2. Robert LiKamWa, Yunxin Liu, Nicholas Lane, and Lin Zhong, "Can your smartphone infer your mood?, " in PhoneSense, 2011.
3. Baik Hoh, Marco Gruteser, Ryan Herring, Jeff Ban, Daniel Work, Juan-Carlos Herrera, Alexandre M. Bayen, Murali Annavaram, and Quinn Jacobson, "Virtual trip lines for distributed privacy-preserving traffic monitoring, " in ACM MobiSys, 2008.
4. Andreas Krause, Eric Horvitz, Aman Kansal, and Feng Zhao, "Toward community sensing, " in IPSN, 2008.
5. Suhas Mathur, Tong Jin, Nikhil Kasturirangan, Janani Chandrasekaran, Wenzhi Xue, Marco Gruteser, and Wade Trappe, "Parknet: drive-by sensing of road-side parking statistics, " in ACM MobiSys, 2010.
6. Jakob Eriksson, Lewis Girod, Bret Hull, Ryan Newton, Samuel Madden, and Hari Balakrishnan, "The pothole patrol: using a mobile sensor network for road surface monitoring, " in ACM MobiSys, 2008.
7. Eric C. Larson, TienJui Lee, Sean Liu, Margaret Rosenfeld, and Shwetak N. Patel, "Accurate and privacy preserving cough sensing using a low-cost microphone, " in ACM UbiComp, 2011.
8. D. Rudchenko, T. Paek, and E. Badger, "Text text revolution: A game that improves text entry on mobile touchscreen keyboards, " in Proceedings of PERVASIVE, 2011.
9. State Farm Insurance, "Driver feedback iPhone app, " http://www.statefarm.com/mobile/driverfeedback/driverfeedback.asp.
10. Florian Alt, Dagmar Kern, Fabian Schulte, Bastian Pfleging, Alireza Sahami, and Albrecht Schmidt, "Enabling micro-entertainment in vehicles based on context information, " in AutomotiveUI, 2010.
11. Jie Yang, Simon Sidhom, Gayathri Chandrasekaran, Tam Vu, Hongbo Liu, Nicolae Cecan, Yingying Chen, Marco Gruteser, and Richard P. Martin, "Detecting driver phone use leveraging car speakers, " in ACM MobiCom, 2011.
12. Zhenyun Zhuang, Kyu-Han Kim, and Jatinder Pal Singh, "Improving energy efficiency of location sensing on smartphones, " in ACM MobiSys, 2010.
13. James Reinebold, Harshvardhan Vathsangam, and Gaurav Sukhatme, "Inactivity recognition: Separating moving phones from stationary users, " in PhoneSense, 2011.
14. W. Karlen, C. Mattiussi, and D. Floreano, "Adaptive sleep/wake classification based on cardiorespiratory signals for wearable devices, " in IEEE BIOCAS, 2007.
15. J. Scott, A.J.B. Brush, J. Krumm, B. Meyers, M. Hazas, S. Hodges, and N. Villar, "Preheat: controlling home heating using occupancy prediction, " in ACM Ubicomp, 2011.
16. D. Chu, A. Kansal, J. Liu, and F. Zhao, "Mobile apps: Its time to move up to condos, " in HotOS. USENIX Association, 2011.
17. United States Department of Labor, "American time use survey, " http://www.bls.gov/tus/overview.htm.
18. Emiliano Miluzzo, Cory T. Cornelius, Ashwin Ramaswamy, Tanzeem Choudhury, Zhigang Liu, and Andrew T. Campbell, "Darwin phones: the evolution of sensing and inference on mobile phones, " in ACM MobiSys, 2010.
19. Carl Edward Rasmussen and Christopher K. I. Williams, Gaussian Processes for Machine Learning, The MIT Press, 2006.
20. Shipeng Yu, Balaji Krishnapuram, Rmer Rosales, Harald Steck, and R. Bharat Rao, "Bayesian co-training, " Journal of Machine Learning Research, no. 12, pp. 2649-2680, 2011.
21. Sugato Basu, Arindam Banerjee, and R. Mooney, "Semi-supervised clustering by seeding, " in ICML, 2002.
22. Tarek Abdelzaher, Yaw Anokwa, Peter Boda, Jeff Burke, Deborah Estrin, Leonidas Guibas, Aman Kansal, Samuel Madden, and Jim Reich, "Mobiscopes for human spaces, " IEEE Pervasive Computing, April 2007.
23. Deborah L. Estrin, "Participatory sensing: applications and architecture, " in ACM MobiSys, 2010.
24. Shravan Gaonkar, Jack Li, Romit Roy Choudhury, Landon Cox, and Al Schmidt, "Micro-blog: sharing and querying content through mobile phones and social participation, " in ACM MobiSys, 2008.
25. Nokia Research Center, "Sensing the world with mobile devices, " Tech. Rep., Nokia Research Center, December 2008.
26. Tomas Gerlich, James Biagioni, Timothy Merrifield, and Jakob Eriksson, "Tracking transit with easytracker, " in SenSys, 2011.
27. C. Ratti, A. Sevtsuk, and S. Huang ans R. Pailer, "Mobile landscapes: Graz in real time, " in Proceedings of the 3rd Symposium on LBS and TeleCartography, November 2005.
28. Xuan Bao and Romit Roy Choudhury, "Movi: mobile phone based video highlights via collaborative sensing, " in ACM MobiSys, 2010.
29. Aman Kansal, Michel Goraczko, and Feng Zhao, "Building a sensor network of mobile phones, " in IPSN, 2007.
30. Moo-Ryong Ra, Bin Liu, Tom La Porta, and Ramesh Govindan, "Medusa: A programming framework for crowd-sensing applications, " in ACM MobiSys, 2012.