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PREDICTING SYMPTOM TRAJECTORIES OF SCHIZOPHRENIA USING MOBILE SENSING 利用移动传感预测精神分裂症的症状轨迹
GetMobile Mob. Comput. Commun. Pub Date : 2018-09-05 DOI: 10.1145/3276145.3276157
Rui Wang, Weichen Wang, M. Aung, Dror Ben-Zeev, R. Brian, A. Campbell, Tanzeem Choudhury, M. Hauser, J. Kane, E. Scherer, Megan Walsh
{"title":"PREDICTING SYMPTOM TRAJECTORIES OF SCHIZOPHRENIA USING MOBILE SENSING","authors":"Rui Wang, Weichen Wang, M. Aung, Dror Ben-Zeev, R. Brian, A. Campbell, Tanzeem Choudhury, M. Hauser, J. Kane, E. Scherer, Megan Walsh","doi":"10.1145/3276145.3276157","DOIUrl":"https://doi.org/10.1145/3276145.3276157","url":null,"abstract":"Continuously monitoring schizophrenia patients' psychiatric symptoms is crucial for in-time intervention and treatment adjustment. The Brief Psychiatric Rating Scale (BPRS) is a survey administered by clinicians to evaluate symptom severity in schizophrenia. The CrossCheck symptom prediction system is capable of tracking schizophrenia symptoms as measured by BPRS using passive sensing from mobile phones. We present results from a randomized control trial, where passive sensing data, self-reports, and clinician administered 7-item BPRS surveys are collected from 36 outpatients with schizophrenia. We show that our system can predict a symptom scale score based on a 7-item BPRS within +1.45 error on average. Finally, we discuss how well our predictive system reflects symptoms experienced by patients by reviewing a case study.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133790197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
TRAILSENSE: Crowdsensing Risky Mountain Trail Segments TRAILSENSE:群众感知危险的山地步道段
GetMobile Mob. Comput. Commun. Pub Date : 2018-09-05 DOI: 10.1145/3276145.3276155
Keunseo Kim, Hengameh Zabihi, Heeyoung Kim, Uichin Lee
{"title":"TRAILSENSE: Crowdsensing Risky Mountain Trail Segments","authors":"Keunseo Kim, Hengameh Zabihi, Heeyoung Kim, Uichin Lee","doi":"10.1145/3276145.3276155","DOIUrl":"https://doi.org/10.1145/3276145.3276155","url":null,"abstract":"Excerpted from “TrailSense: A Crowdsensing System for Detecting Risky Mountain Trail Segments with Walking Pattern Analysis,” in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), with permission. https://dl.acm.org/citation.cfm?id=3131893 © ACM 2017 Mountain trail surface information is critical to prevent mountain accidents, such as falls. This article presents TrailSense, a mobile crowdsensing system that can automatically label risky mountain trail segments. TrailSense analyzes walking patterns of an individual hiker using smartphone sensing. The results from multiple hikers are then aggregated in the cloud for accurate labeling. Our results from two real-world datasets show that TrailSense can identify, fairly accurately, risky trail segments with crowdsensing. Mountain climbing is a popular outdoor leisure activity. In the United States, for Keunseo Kim, Hengameh Zabihi, Heeyoung Kim, Uichin Lee Korea Advanced Institute of Science and Technology (KAIST).","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132264375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
THE DERMAL ABYSS: Color-Changing Tattoos for Medical Diagnostics 皮肤深渊:用于医学诊断的变色纹身
GetMobile Mob. Comput. Commun. Pub Date : 2018-09-05 DOI: 10.1145/3276145.3276158
Katia Vega, Nan Jiang, Xin Liu, Viirj Kan, N. Barry, P. Maes, Ali K. Yetisan, J. Paradiso
{"title":"THE DERMAL ABYSS: Color-Changing Tattoos for Medical Diagnostics","authors":"Katia Vega, Nan Jiang, Xin Liu, Viirj Kan, N. Barry, P. Maes, Ali K. Yetisan, J. Paradiso","doi":"10.1145/3276145.3276158","DOIUrl":"https://doi.org/10.1145/3276145.3276158","url":null,"abstract":"Can tattoos reveal changes in human physiology? The Dermal Abyss (d-abyss) presents an approach to biointerfaces in which the body surface is rendered an interactive display. Traditional tattoo inks are replaced with biosensors whose colours or intensity change in response to variations of biomarkers in the interstitial fluid. The Dermal Abyss is designed to use the aesthetics, permanence, and visible nature of tattoos to encode diagnostic information. Here, tattoo biosensors were designed to report on the concentration of sodium ions, glucose, and pH in the skin. We report the preliminary quantitative evaluation of these biosensors in an ex vivo skin model by assessing their visibility of color changes from the dermis. This work provides a proof of concept of a platform in which the skin reveals information inside the body, tattoos form wearable displays within the skin, and the body's metabolism works as an input for the d-abyss biosensors.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114703418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
AN OVERVIEW OF 3GPP EXPOSED SERVICES FOR IoT SERVICE PLATFORMS 概述3GPP为物联网服务平台提供的服务
GetMobile Mob. Comput. Commun. Pub Date : 2018-09-05 DOI: 10.1145/3276145.3276153
Michael Starsinic, Dale Seed, Chonggang Wang
{"title":"AN OVERVIEW OF 3GPP EXPOSED SERVICES FOR IoT SERVICE PLATFORMS","authors":"Michael Starsinic, Dale Seed, Chonggang Wang","doi":"10.1145/3276145.3276153","DOIUrl":"https://doi.org/10.1145/3276145.3276153","url":null,"abstract":"Besides providing IP-based data pipes to cellular devices, the 3GPP Core Network consists of a rich set of network services and capabilities, such as charging, mobility management, session management, policy enforcement, control plane messaging, reachability management, and control of deep sleep modes. This article presents an overview the 3GPP SCEF Northbound API Interface (T8) standard, which has been specified in 3GPP Release 15 to expose some of the internal network services and capabilities. We first give an overview of the history of the Service Capability Exposure Function (SCEF) API exposing function, then provide an overview of the services and capabilities that are exposed by the Northbound APIs along with examples of how the APIs may be used by a services platform.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122150421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Session details: AWARDS 会议详情:
GetMobile Mob. Comput. Commun. Pub Date : 2018-09-05 DOI: 10.1145/3276318
M. Gong, S. Mao
{"title":"Session details: AWARDS","authors":"M. Gong, S. Mao","doi":"10.1145/3276318","DOIUrl":"https://doi.org/10.1145/3276318","url":null,"abstract":"","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"41 9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125752190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
2017 SIGMOBILE Outstanding Contributions Award: Norman Abramson 2017 SIGMOBILE杰出贡献奖:诺曼·艾布拉姆森
GetMobile Mob. Comput. Commun. Pub Date : 2018-02-28 DOI: 10.1145/3191789.3191795
A. Sabharwal
{"title":"2017 SIGMOBILE Outstanding Contributions Award: Norman Abramson","authors":"A. Sabharwal","doi":"10.1145/3191789.3191795","DOIUrl":"https://doi.org/10.1145/3191789.3191795","url":null,"abstract":"Citation: Fundamental contributions to the theory and practice of random access wireless networking.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127556176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Cost-Effective and Passive RF-Based Drone Presence Detection and Characterization 基于成本效益和被动射频的无人机存在检测和表征
GetMobile Mob. Comput. Commun. Pub Date : 2018-02-28 DOI: 10.1145/3191789.3191800
Phuc Nguyen, Hoang Truong, M. Ravindranathan, Anh Nguyen, Richard O. Han, Tam N. Vu
{"title":"Cost-Effective and Passive RF-Based Drone Presence Detection and Characterization","authors":"Phuc Nguyen, Hoang Truong, M. Ravindranathan, Anh Nguyen, Richard O. Han, Tam N. Vu","doi":"10.1145/3191789.3191800","DOIUrl":"https://doi.org/10.1145/3191789.3191800","url":null,"abstract":"Excerpted from \"Matthan: Drone Presence Detection by Identifying Physical Signatures in the Drone's RF Communication,\" from MobiSys 2017, Proceedings of the 15th Annual ACM International Conference on Mobile Systems, Applications, and Services, with permission. https://dl.acm.org/citation.cfm?id=3081354 © ACM 2017.\u0000 The rapidly increasing attention regarding drone privacy and security issues requires a robust solution in both detecting and characterizing unauthorized drones. We have designed a RF-based, cost-effective and passive drone detection system, named Matthan, based on two key physical signatures of the drones, i.e., body shifting and body vibration, in the drone's wireless communication channel. In realizing Matthan, there are many open challenges in wireless sensing and networking, software-defined radio deployment, network synchronization to passively and accurately detect, localize, and characterize drones.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131128319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 25
IoT Platform for Sports Analytics 物联网体育分析平台
GetMobile Mob. Comput. Commun. Pub Date : 2018-02-28 DOI: 10.1145/3191789.3191793
Mahanth K. Gowda, Ashutosh Dhekne, Sheng Shen, Romit Roy Choudhury, Sharon Xue Yang, Lei Yang, S. Golwalkar, Alexander Essanian
{"title":"IoT Platform for Sports Analytics","authors":"Mahanth K. Gowda, Ashutosh Dhekne, Sheng Shen, Romit Roy Choudhury, Sharon Xue Yang, Lei Yang, S. Golwalkar, Alexander Essanian","doi":"10.1145/3191789.3191793","DOIUrl":"https://doi.org/10.1145/3191789.3191793","url":null,"abstract":"This paper is an experience report on IoT platforms for sports analytics. In our prior work [11], we proposed iBall, a system that explores the possibility of bringing IoT to sports analytics, particularly to the game of Cricket. iBall develops solutions to track a ball's 3D trajectory and spin with inexpensive sensors and radios embedded in the ball. Towards this end, iBall performs fusion of wireless and inertial sensory data and integrates them into physics-based motion models of a ball in flight. The median ball location error is at 8cm while rotational error remains below 12° even at the end of the flight. The results do not rely on training, hence we expect the core techniques to extend to other sports like baseball, with some domain-specific modifications.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125641651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Card-Stunt as a Service: Empowering a Massively Packed Crowd for Instant Collective Expressiveness 卡特技作为一种服务:授权大量拥挤的人群即时集体表达
GetMobile Mob. Comput. Commun. Pub Date : 2018-02-28 DOI: 10.1145/3191789.3191797
Chungkuk Yoo, Inseok Hwang, Seungwoo Kang, Myung-Chul Kim, Seonghoon Kim, Daeyoung Won, Yu Gu, Junehwa Song
{"title":"Card-Stunt as a Service: Empowering a Massively Packed Crowd for Instant Collective Expressiveness","authors":"Chungkuk Yoo, Inseok Hwang, Seungwoo Kang, Myung-Chul Kim, Seonghoon Kim, Daeyoung Won, Yu Gu, Junehwa Song","doi":"10.1145/3191789.3191797","DOIUrl":"https://doi.org/10.1145/3191789.3191797","url":null,"abstract":"Excerpted from \"Card-stunt as a Service: Empowering a Massively Packed Crowd for Instant Collective Expressiveness\" from MobiSys 2017, Proceedings of the 15th Annual ACM International Conference on Mobile Systems, Applications, and Services, with permission. https://dl.acm.org/ citation.cfm?id=3081357 © ACM 2017.\u0000 Imagine a densely packed crowd with a common voice, such as people in a candlelight vigil or a protest. We envision an innovation through mobile computing technologies to empower such crowds. We present Card-stunt as a Service (CaaS), a mobile service allowing them to instantly create a massive collective visualization by simply holding their phones up. The key challenge is to achieve instant, infrastructurefree, decimeter-level localization of individuals in a massively packed crowd, within a low latency. CaaS addresses the challenges by mobile visible-light sensing and scalable constrained optimization. Within less than a minute, each person is given individualized pixels so that they can do their part in the overall visualization*.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126782362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
BackDoor: Sounds that a microphone can record, but that humans can't hear 后门:麦克风可以录下来，但人类听不到的声音
GetMobile Mob. Comput. Commun. Pub Date : 2018-02-28 DOI: 10.1145/3191789.3191799
Nirupam Roy, Haitham Hassanieh, Romit Roy Choudhury
{"title":"BackDoor: Sounds that a microphone can record, but that humans can't hear","authors":"Nirupam Roy, Haitham Hassanieh, Romit Roy Choudhury","doi":"10.1145/3191789.3191799","DOIUrl":"https://doi.org/10.1145/3191789.3191799","url":null,"abstract":"Microphones are like human ears. If we play an audible sound, both humans and microphones will be able to hear it. We design sound that appears just as any other sound to microphones, but remains inaudible to humans. This sound can be regulated to carry data bits, thereby enabling an acoustic (but inaudible) communication channel to hundreds of smart devices that already have built-in microphones. Other applications include jamming spy microphones in the environment, live watermarking of music in a concert, and even threats like acoustic denial-of-service (DoS) attacks on phone calls or inaudible command attacks on voice-enabled devices.","PeriodicalId":213775,"journal":{"name":"GetMobile Mob. Comput. Commun.","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131493388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
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