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UbiComp 2016: Heidelberg, Germany
- Paul Lukowicz, Antonio Krüger, Andreas Bulling, Youn-Kyung Lim, Shwetak N. Patel:

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September 12-16, 2016. ACM 2016, ISBN 978-1-4503-4461-6
Keynote speaker
- Rosalind W. Picard:

Emotion technology, wearables, and surprises. 1
Activity recognition
- Daniele Riboni, Timo Sztyler

, Gabriele Civitarese
, Heiner Stuckenschmidt
:
Unsupervised recognition of interleaved activities of daily living through ontological and probabilistic reasoning. 1-12 - Lina Yao, Feiping Nie

, Quan Z. Sheng
, Tao Gu
, Xue Li
, Sen Wang
:
Learning from less for better: semi-supervised activity recognition via shared structure discovery. 13-24 - Hao Wang, Daqing Zhang, Junyi Ma, Yasha Wang, Yuxiang Wang, Dan Wu, Tao Gu

, Bing Xie:
Human respiration detection with commodity wifi devices: do user location and body orientation matter? 25-36 - Chandrashekhar Lavania, Sunil Thulasidasan, Anthony LaMarca, Jeffrey Scofield, Jeff A. Bilmes:

A weakly supervised activity recognition framework for real-time synthetic biology laboratory assistance. 37-48
Supporting the visually and motor impaired
- Natã Miccael Barbosa, Jordan Hayes, Yang Wang:

UniPass: design and evaluation of a smart device-based password manager for visually impaired users. 49-60 - Sarit Szpiro

, Yuhang Zhao, Shiri Azenkot:
Finding a store, searching for a product: a study of daily challenges of low vision people. 61-72 - Yuhang Zhao, Sarit Szpiro

, Jonathan Knighten, Shiri Azenkot:
CueSee: exploring visual cues for people with low vision to facilitate a visual search task. 73-84 - Zhanna Sarsenbayeva

, Jorge Gonçalves, Juan Francisco García Navarro, Simon Klakegg, Sirkka Rissanen, Hannu Rintamäki, Jari Hannu
, Vassilis Kostakos
:
Situational impairments to mobile interaction in cold environments. 85-96
Living in smart homes
- Quan Kong, Takuya Maekawa, Taiki Miyanishi, Takayuki Suyama:

Selecting home appliances with smart glass based on contextual information. 97-108 - Biyi Fang, Qiumin Xu, Taiwoo Park, Mi Zhang:

AirSense: an intelligent home-based sensing system for indoor air quality analytics. 109-119 - Sarah Mennicken, Oliver Zihler, Frida Juldaschewa, Veronika Molnar, David Aggeler, Elaine May Huang:

"It's like living with a friendly stranger": perceptions of personality traits in a smart home. 120-131 - Hasan Shahid Ferdous

, Bernd Ploderer
, Hilary Davis
, Frank Vetere
, Kenton O'Hara
, Geremy Farr-Wharton
, Rob Comber
:
TableTalk: integrating personal devices and content for commensal experiences at the family dinner table. 132-143
Unobstrusive sensing and feedback
- Rúben Gouveia

, Fábio Pereira, Evangelos Karapanos, Sean A. Munson
, Marc Hassenzahl:
Exploring the design space of glanceable feedback for physical activity trackers. 144-155 - Ge Wang

, Chen Qian, Jinsong Han, Wei Xi, Han Ding, Zhiping Jiang, Jizhong Zhao:
Verifiable smart packaging with passive RFID. 156-166 - Han Ding, Chen Qian, Jinsong Han, Ge Wang

, Zhiping Jiang, Jizhong Zhao, Wei Xi:
Device-free detection of approach and departure behaviors using backscatter communication. 167-177 - Saeed Abdullah

, Elizabeth L. Murnane
, Mark Matthews
, Matthew Kay
, Julie A. Kientz, Geri Gay, Tanzeem Choudhury:
Cognitive rhythms: unobtrusive and continuous sensing of alertness using a mobile phone. 178-189 - Takahiro Hashizume, Takuya Sasatani

, Koya Narumi, Yoshiaki Narusue, Yoshihiro Kawahara
, Tohru Asami:
Passive and contactless epidermal pressure sensor printed with silver nano-particle ink. 190-195
Indoor localisation
- Xiang Li, Shengjie Li, Daqing Zhang, Jie Xiong

, Yasha Wang, Hong Mei:
Dynamic-MUSIC: accurate device-free indoor localization. 196-207 - Han Xu, Zheng Yang, Zimu Zhou, Longfei Shangguan, Ke Yi, Yunhao Liu:

Indoor localization via multi-modal sensing on smartphones. 208-219 - Masaya Tachikawa, Takuya Maekawa, Yasuyuki Matsushita

:
Predicting location semantics combining active and passive sensing with environment-independent classifier. 220-231 - Suining He

, Jiajie Tan, S.-H. Gary Chan:
Towards area classification for large-scale fingerprint-based system. 232-243 - Masamichi Shimosaka, Osamu Saisho:

Efficient calibration for rssi-based indoor localization by bayesian experimental design on multi-task classification. 244-249
Interacting using the hands and eyes
- Hong Li, Wei Yang, Jianxin Wang, Yang Xu, Liusheng Huang:

WiFinger: talk to your smart devices with finger-grained gesture. 250-261 - Deepak Akkil

, Poika Isokoski:
Accuracy of interpreting pointing gestures in egocentric view. 262-273 - Mohamed Khamis

, Ozan Saltuk, Alina Hang, Katharina Stolz, Andreas Bulling
, Florian Alt
:
TextPursuits: using text for pursuits-based interaction and calibration on public displays. 274-285 - Elliott Wen, Winston Khoon Guan Seah

, Bryan C. K. Ng, Xuefeng Liu, Jiannong Cao
:
UbiTouch: ubiquitous smartphone touchpads using built-in proximity and ambient light sensors. 286-297 - Christopher Clarke

, Alessio Bellino
, Augusto Esteves
, Eduardo Velloso
, Hans Gellersen
:
TraceMatch: a computer vision technique for user input by tracing of animated controls. 298-303
UbiComp in education
- Seokwoo Song, Seungho Kim, John Kim

, Wonjeong Park, Dongsun Yim:
TalkLIME: mobile system intervention to improve parent-child interaction for children with language delay. 304-315 - Mengyu Zhou, Minghua Ma, Yangkun Zhang, Kaixin Sui, Dan Pei

, Thomas Moscibroda:
EDUM: classroom education measurements via large-scale WiFi networks. 316-327 - Franceli Linney Cibrian

, Nadir Weibel
, Monica Tentori
:
Collective use of a fabric-based interactive surface to support early development in toddler classrooms. 328-339 - Bhanu Pratap Singh, Varun Aggarwal:

Apps to measure motor skills of vocational workers. 340-350
Sensing walking
- Dan Wu, Daqing Zhang, Chenren Xu, Yasha Wang, Hao Wang:

WiDir: walking direction estimation using wireless signals. 351-362 - Wei Wang, Alex X. Liu, Muhammad Shahzad:

Gait recognition using wifi signals. 363-373 - Baoqi Huang, Guodong Qi, Xiaokun Yang, Long Zhao, Han Zou:

Exploiting cyclic features of walking for pedestrian dead reckoning with unconstrained smartphones. 374-385 - Hsin-Ruey Tsai, Shih-Yao Wei, Jui-Chun Hsiao, Ting-Wei Chiu, Yi-Ping Lo, Chi-Feng Keng, Yi-Ping Hung, Jin-Jong Chen:

iKneeBraces: knee adduction moment evaluation measured by motion sensors in gait detection. 386-391
Leveraging the crowd
- Thivya Kandappu, Nikita Jaiman, Randy Tandriansyah, Archan Misra

, Shih-Fen Cheng
, Cen Chen, Hoong Chuin Lau
, Deepthi Chander, Koustuv Dasgupta:
TASKer: behavioral insights via campus-based experimental mobile crowd-sourcing. 392-402 - Yan Liu, Bin Guo

, Yang Wang, Wenle Wu, Zhiwen Yu
, Daqing Zhang:
TaskMe: multi-task allocation in mobile crowd sensing. 403-414 - Haoyi Xiong

, Yu Huang, Laura E. Barnes, Matthew S. Gerber:
Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies. 415-426 - Darshan Santani, Joan-Isaac Biel, Florian Labhart, Jasmine Truong, Sara Landolt

, Emmanuel Kuntsche, Daniel Gatica-Perez
:
The night is young: urban crowdsourcing of nightlife patterns. 427-438
Sound and audio
- Wenchao Huang, Xiang-Yang Li, Yan Xiong, Panlong Yang, Yiqing Hu, XuFei Mao, Fuyou Miao, Baohua Zhao, Ju-Min Zhao:

WalkieLokie: sensing relative positions of surrounding presenters by acoustic signals. 439-450 - Mark Mirtchouk, Christopher A. Merck, Samantha Kleinberg:

Automated estimation of food type and amount consumed from body-worn audio and motion sensors. 451-462 - Tuo Yu, Haiming Jin, Klara Nahrstedt:

WritingHacker: audio based eavesdropping of handwriting via mobile devices. 463-473 - Wenjie Ruan

, Quan Z. Sheng
, Lei Yang
, Tao Gu
, Peipei Xu, Longfei Shangguan:
AudioGest: enabling fine-grained hand gesture detection by decoding echo signal. 474-485
User and behavior modeling and prediction I
- Vassilis Kostakos

, Denzil Ferreira, Jorge Gonçalves
, Simo Hosio
:
Modelling smartphone usage: a markov state transition model. 486-497 - Sha Zhao, Julian Ramos, Jianrong Tao, Ziwen Jiang, Shijian Li, Zhaohui Wu, Gang Pan, Anind K. Dey:

Discovering different kinds of smartphone users through their application usage behaviors. 498-509 - Pedro Garcia Garcia, Enrico Costanza, Sarvapali D. Ramchurn

, Jhim Kiel M. Verame:
The potential of physical motion cues: changing people's perception of robots' performance. 510-518 - Pascal Welke

, Ionut Andone
, Konrad Blaszkiewicz, Alexander Markowetz:
Differentiating smartphone users by app usage. 519-523
Security and privacy I
- Lan Zhang, Kebin Liu, Xiang-Yang Li, Cihang Liu, Xuan Ding, Yunhao Liu:

Privacy-friendly photo capturing and sharing system. 524-534 - Roberto Pasqua, Matthieu Roy, Gilles Trédan:

Loca: a location-oblivious co-location attack in crowds. 535-544 - Dingqi Yang, Daqing Zhang, Bingqing Qu, Philippe Cudré-Mauroux

:
PrivCheck: privacy-preserving check-in data publishing for personalized location based services. 545-556 - Chu Luo

, Angelos Fylakis, Juha Partala, Simon Klakegg, Jorge Gonçalves, Kaitai Liang
, Tapio Seppänen, Vassilis Kostakos
:
A data hiding approach for sensitive smartphone data. 557-468
Health I
- Spencer A. Kaiser, Ashley Parks, Patrick Leopard, Charlie A. Albright, Jake Carlson, Mayank Goel, Damoun Nassehi

, Eric C. Larson:
Design and learnability of vortex whistles for managing chronic lung function via smartphones. 569-580 - Charles Templeman, Francisco Javier Ordóñez Morales, Andrew Symes, Daniel Roggen

:
Exploring glass as a novel method for hands-free data entry in flexible cystoscopy. 581-592 - Edward Jay Wang

, William Li, Doug Hawkins, Terry Gernsheimer, Colette Norby-Slycord, Shwetak N. Patel:
HemaApp: noninvasive blood screening of hemoglobin using smartphone cameras. 593-604 - Takuma Yoshitani, Masa Ogata, Koji Yatani

:
LumiO: a plaque-aware toothbrush. 605-615 - Sangwon Bae

, Anind K. Dey, Carissa A. Low:
Using passively collected sedentary behavior to predict hospital readmission. 616-621
User and behavior modeling and prediction II
- Akhil Mathur, Nicholas D. Lane, Fahim Kawsar:

Engagement-aware computing: modelling user engagement from mobile contexts. 622-633 - Alexis Hiniker

, Shwetak N. Patel, Tadayoshi Kohno, Julie A. Kientz:
Why would you do that? predicting the uses and gratifications behind smartphone-usage behaviors. 634-645 - Vivek K. Singh, Rishav R. Agarwal:

Cooperative phoneotypes: exploring phone-based behavioral markers of cooperation. 646-657 - Afra J. Mashhadi, Utku Günay Acer

, Aidan Boran, Philipp M. Scholl, Claudio Forlivesi, Geert Vanderhulst, Fahim Kawsar:
Exploring space syntax on entrepreneurial opportunities with Wi-Fi analytics. 658-669
Security and privacy II
- Wei Wang, Lin Yang, Qian Zhang

:
Touch-and-guard: secure pairing through hand resonance. 670-681 - Yuanchun Li, Yao Guo

, Xiangqun Chen:
PERUIM: understanding mobile application privacy with permission-UI mapping. 682-693 - Ioannis Boutsis, Vana Kalogeraki

:
Location privacy for crowdsourcing applications. 694-705 - Nazir Saleheen, Supriyo Chakraborty, Nasir Ali, Md. Mahbubur Rahman, Syed Monowar Hossain, Rummana Bari, Eugene H. Buder, Mani B. Srivastava

, Santosh Kumar:
mSieve: differential behavioral privacy in time series of mobile sensor data. 706-717
UbiComp in transportation
- Zipei Fan

, Xuan Song
, Ryosuke Shibasaki, Tao Li, Hodaka Kaneda:
CityCoupling: bridging intercity human mobility. 718-728 - Mengwen Xu, Dong Wang, Jian Li:

DESTPRE: a data-driven approach to destination prediction for taxi rides. 729-739 - Hao Wu, Weiwei Sun, Baihua Zheng

:
Is only one gps position sufficient to locate you to the road network accurately? 740-751 - Tatsuya Konishi

, Mikiya Maruyama, Kota Tsubouchi
, Masamichi Shimosaka:
CityProphet: city-scale irregularity prediction using transit app logs. 752-757
Sensing and using emotion
- Jean Marcel dos Reis Costa, Alexander Travis Adams, Malte F. Jung, François Guimbretière, Tanzeem Choudhury:

EmotionCheck: leveraging bodily signals and false feedback to regulate our emotions. 758-769 - Xuan Lu

, Wei Ai, Xuanzhe Liu
, Qian Li, Ning Wang, Gang Huang, Qiaozhu Mei:
Learning from the ubiquitous language: an empirical analysis of emoji usage of smartphone users. 770-780 - Aske Mottelson

, Kasper Hornbæk
:
An affect detection technique using mobile commodity sensors in the wild. 781-792 - Saeed Abdullah, Mary Czerwinski, Gloria Mark, Paul Johns:

Shining (blue) light on creative ability. 793-804
Supporting physically active lifestyle
- Woohyeok Choi

, Aejin Song, Darren Edge, Masaaki Fukumoto, Uichin Lee:
Exploring user experiences of active workstations: a case study of under desk elliptical trainers. 805-816 - Florian 'Floyd' Mueller

, Sarah Jane Pell
:
Technology meets adventure: learnings from an earthquake-interrupted Mt. everest expedition. 817-828 - Daniel A. Epstein

, Jennifer H. Kang, Laura R. Pina, James Fogarty, Sean A. Munson
:
Reconsidering the device in the drawer: lapses as a design opportunity in personal informatics. 829-840 - Longbiao Chen

, Daqing Zhang, Leye Wang, Dingqi Yang, Xiaojuan Ma
, Shijian Li, Zhaohui Wu, Gang Pan, Thi Mai Trang Nguyen, Jérémie Jakubowicz:
Dynamic cluster-based over-demand prediction in bike sharing systems. 841-852
Health II
- Andrea Palazzi

, Simone Calderara, Nicola Bicocchi, Loris Vezzali, Gian Antonio di Bernardo, Franco Zambonelli, Rita Cucchiara:
Spotting prejudice with nonverbal behaviours. 853-862 - Soujanya Chatterjee, Karen Hovsepian, Hillol Sarker, Nazir Saleheen, Mustafa al'Absi

, Gowtham Atluri, Emre Ertin, Cho Lam, Andrine Lemieux
, Motohiro Nakajima, Bonnie Spring
, David W. Wetter, Santosh Kumar:
mCrave: continuous estimation of craving during smoking cessation. 863-874 - Annamalai Natarajan, Gustavo Angarita, Edward Gaiser, Robert Malison, Deepak Ganesan, Benjamin M. Marlin

:
Domain adaptation methods for improving lab-to-field generalization of cocaine detection using wearable ECG. 875-885 - Rui Wang, Min S. H. Aung, Saeed Abdullah

, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane
, Michael Merrill, Emily A. Scherer, Vincent W. S. Tseng, Dror Ben-Zeev:
CrossCheck: toward passive sensing and detection of mental health changes in people with schizophrenia. 886-897 - Yu Huang, Haoyi Xiong

, Kevin Leach, Yuyan Zhang, Philip Chow, Karl C. Fua, Bethany A. Teachman, Laura E. Barnes:
Assessing social anxiety using gps trajectories and point-of-interest data. 898-903
Images, videos and AR
- Zhe Yang, Yuting Bao, Chuhao Luo, Xingya Zhao, Siyu Zhu, Chunyi Peng, Yunxin Liu, Xinbing Wang:

ARTcode: preserve art and code in any image. 904-915 - Lei Xie, Jianqiang Sun

, Qingliang Cai, Chuyu Wang, Jie Wu, Sanglu Lu:
Tell me what i see: recognize RFID tagged objects in augmented reality systems. 916-927 - Mohammad Rafayet Ali, Facundo Ciancio, Ru Zhao, Iftekhar Naim, Mohammed (Ehsan) Hoque:

ROC comment: automated descriptive and subjective captioning of behavioral videos. 928-933 - Markus Funk, Thomas Kosch

, Albrecht Schmidt
:
Interactive worker assistance: comparing the effects of in-situ projection, head-mounted displays, tablet, and paper instructions. 934-939 - Gaurav Mittal, Kaushal B. Yagnik, Mohit Garg, Narayanan C. Krishnan

:
SpotGarbage: smartphone app to detect garbage using deep learning. 940-945
Power saving techniques for mobile computing
- Chulhong Min, Seungchul Lee, Changhun Lee, Youngki Lee, Seungwoo Kang

, Seungpyo Choi, Wonjung Kim
, Junehwa Song:
PADA: power-aware development assistant for mobile sensing applications. 946-957 - Yohan Chon, Gwangmin Lee, Rhan Ha, Hojung Cha:

Crowdsensing-based smartphone use guide for battery life extension. 958-969 - Shravan Aras

, Chris Gniady:
GreenTouch: transparent energy management for cellular data radios. 970-980 - Harini Kolamunna

, Yining Hu, Diego Perino, Kanchana Thilakarathna
, Dwight J. Makaroff, Xinlong Guan, Aruna Seneviratne
:
AFV: enabling application function virtualization and scheduling in wearable networks. 981-991
Predictive analytics
- Kirstin Early, Stephen E. Fienberg, Jennifer Mankoff

:
Test time feature ordering with FOCUS: interactive predictions with minimal user burden. 992-1003 - Minsoo Choy, Daehoon Kim, Jae-Gil Lee, Heeyoung Kim, Hiroshi Motoda:

Looking back on the current day: interruptibility prediction using daily behavioral features. 1004-1015 - Yordan P. Raykov

, Emre Ozer, Ganesh Dasika, Alexis Boukouvalas, Max A. Little:
Predicting room occupancy with a single passive infrared (PIR) sensor through behavior extraction. 1016-1027 - Marc Halbrügge

, Michael Quade, Klaus-Peter Engelbrecht, Sebastian Möller, Sahin Albayrak
:
Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. 1028-1039
Urban sensing
- Shenggong Ji, Yu Zheng, Tianrui Li

:
Urban sensing based on human mobility. 1040-1051 - Xinjiang Lu, Zhiwen Yu

, Leilei Sun
, Chuanren Liu
, Hui Xiong, Chu Guan:
Characterizing the life cycle of point of interests using human mobility patterns. 1052-1063 - Fengli Xu, Pengyu Zhang, Yong Li:

Context-aware real-time population estimation for metropolis. 1064-1075 - Ling Chen, Yaya Cai, Yifang Ding, Mingqi Lv, Cuili Yuan, Gencai Chen:

Spatially fine-grained urban air quality estimation using ensemble semi-supervised learning and pruning. 1076-1087
Sensing with smartphones and wearables
- Takuya Maekawa, Daisuke Nakai, Kazuya Ohara, Yasuo Namioka:

Toward practical factory activity recognition: unsupervised understanding of repetitive assembly work in a factory. 1088-1099 - Mehrdad Hessar, Vikram Iyer

, Shyamnath Gollakota:
Enabling on-body transmissions with commodity devices. 1100-1111 - Haodong Guo, Ling Chen, Liangying Peng, Gencai Chen:

Wearable sensor based multimodal human activity recognition exploiting the diversity of classifier ensemble. 1112-1123 - Stephen S. Intille, Caitlin Haynes, Dharam Maniar, Aditya Ponnada, Justin Manjourides:

μEMA: Microinteraction-based ecological momentary assessment (EMA) using a smartwatch. 1124-1128
Real-world navigation and exploration
- Shoko Wakamiya, Hiroshi Kawasaki, Yukiko Kawai, Adam Jatowt

, Eiji Aramaki, Toyokazu Akiyama:
Lets not stare at smartphones while walking: memorable route recommendation by detecting effective landmarks. 1136-1146 - Yitao Hu, Xiaochen Liu, Suman Nath

, Ramesh Govindan:
ALPS: accurate landmark positioning at city scales. 1147-1158 - Rufeng Meng, Sheng Shen, Romit Roy Choudhury, Srihari Nelakuditi:

AutoLabel: labeling places from pictures and websites. 1159-1169 - Dongho Choi, Chirag Shah

, Vivek K. Singh:
Probing the interconnections between geo-exploration and information exploration behavior. 1170-1175
Sustainable ubicomp
- Rayoung Yang

, Devika Pisharoty, Soodeh Montazeri, Kamin Whitehouse, Mark W. Newman
:
How does eco-coaching help to save energy? assessing a recommendation system for energy-efficient thermostat scheduling. 1176-1187 - Daniel A. Winkler, Alex Beltran, Niloufar P. Esfahani, Paul P. Maglio, Alberto E. Cerpa:

FORCES: feedback and control for occupants to refine comfort and energy savings. 1188-1199 - Bharathan Balaji, Jason Koh, Nadir Weibel

, Yuvraj Agarwal:
Genie: a longitudinal study comparing physical and software thermostats in office buildings. 1200-1211 - Juhi Ranjan, James Scott:

ThermalSense: determining dynamic thermal comfort preferences using thermographic imaging. 1212-1222
Notifcations and scheduling
- Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi

:
PrefMiner: mining user's preferences for intelligent mobile notification management. 1223-1234 - Joohyun Lee

, Kyunghan Lee
, Euijin Jeong, Jaemin Jo, Ness B. Shroff:
Context-aware application scheduling in mobile systems: what will users do and not do next? 1235-1246 - Yingzi Wang, Nicholas Jing Yuan, Yu Sun, Fuzheng Zhang, Xing Xie

, Qi Liu, Enhong Chen:
A contextual collaborative approach for app usage forecasting. 1247-1258 - Dominik Weber

, Alexandra Voit, Philipp Kratzer, Niels Henze:
In-situ investigation of notifications in multi-device environments. 1259-1264

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