2019 IEEE International Conference on Smart Computing (SMARTCOMP)最新文献_第7页

Message from the SMARTCOMP 2019 Conference Chairs 2019年SMARTCOMP会议主席致辞

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/smartcomp.2019.00005

引用次数: 0

A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates 基于极坐标的大规模动态拼车匹配策略

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00086

Jiyao Li, V. Allan

{"title":"A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates","authors":"Jiyao Li, V. Allan","doi":"10.1109/SMARTCOMP.2019.00086","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00086","url":null,"abstract":"In this paper, we study a challenging problem of how to pool multiple ride-share trip requests in real time under an uncertain environment. The goals are better performance metrics of efficiency and acceptable satisfaction of riders. To solve the problem effectively, an objective function that compromises the benefits and losses of dynamic ridesharing service is proposed. The Polar Coordinates based Ride-Matching strategy (PCRM) that can adapt to the satisfaction of riders on board is also addressed. In the experiment, large scale data sets from New York City (NYC) are applied. We do a case study to identify the best set of parameters of the dynamic ridesharing service with a training set of 135,252 trip requests. In addition, we also use a testing set containing 427,799 trip requests and two state-of-the-art approaches as baselines to estimate the effectiveness of our method. The experimental results show that on average 38% of traveling distance can be saved, nearly 100% of passengers can be served and each rider only spends an additional 3.8 minutes in ridesharing trips compared to single rider service.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126593294","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: 5

Enabling Low Cost Elderly Monitoring for Connected Communities in Depopulated Area 在人口稀少地区的联网社区实现低成本老年人监测

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00079

Yoshiki Honda, H. Yamaguchi, T. Higashino

{"title":"Enabling Low Cost Elderly Monitoring for Connected Communities in Depopulated Area","authors":"Yoshiki Honda, H. Yamaguchi, T. Higashino","doi":"10.1109/SMARTCOMP.2019.00079","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00079","url":null,"abstract":"By introducing the state of the art sensing technologies to the home, monitoring the daily activities of elders living alone or with husband/wife only, will be common soon to support their life from remote sites. We have developed a portable monitoring system to estimate daily activities just using simple, low-cost binary sensors and power monitors using MLN (Markov Logic Network), and installed in real elders' homes for monitoring. However, such monitoring systems usually require the Internet connection, which is not often available in depopulated areas due to the blind zone of 3G/LTE or installation cost which incurs extra investment for those people who have no interest in Internet services. In this paper, we propose a method of collecting daily activity monitoring data, which is obtained by our monitoring system working standalone at home, via LPWA (Low Power Wide Area). The idea is to utilize vehicles such as community buses and mail trucks which drive daily along almost fixed routes. An LPWA onboard receiver is mounted to collect data from each LPWA transmitter embedded into our monitoring system at home. Since not all the houses may be covered by the LPWA, LPWA-based \"house clusters\" are automatically formed to deliver the data in the cluster via a home contacted by the receiver vehicle. We have tested the system prototype in our university campus and installed it to the five real houses in the mountainous areas in cooperation with the Toyooka city municipal government, which has to manage broad depopulated areas.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"377 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131779293","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

Mobilytics-Gym: A Simulation Framework for Analyzing Urban Mobility Decision Strategies 流动性-健身房:分析城市流动性决策策略的模拟框架

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00064

Chinmaya Samal, A. Dubey, L. Ratliff

{"title":"Mobilytics-Gym: A Simulation Framework for Analyzing Urban Mobility Decision Strategies","authors":"Chinmaya Samal, A. Dubey, L. Ratliff","doi":"10.1109/SMARTCOMP.2019.00064","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00064","url":null,"abstract":"The rise in deep learning models in recent years has led to various innovative solutions for intelligent transportation technologies. Use of personal and on-demand mobility services puts a strain on the existing road network in a city. To mitigate this problem, city planners need a simulation framework to evaluate the effect of any incentive policy in nudging commuters towards alternate modes of travel, such as bike and car-share options. In this paper, we leverage MATSim, an agent-based simulation framework, to integrate agent preference models that capture the altruistic behavior of an agent in addition to their disutility proportional to the travel time and cost. These models are learned in a data-driven approach and can be used to evaluate the sensitivity of an agent to system-level disutility and monetary incentives given, e.g., by the transportation authority. This framework provides a standardized environment to evaluate the effectiveness of any particular incentive policy of a city, in nudging its residents towards alternate modes of transportation. We show the effectiveness of the approach and provide analysis using a case study from the Metropolitan Nashville area.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133628594","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

Publisher's Information 出版商的信息

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/smartcomp.2019.00097

引用次数: 0

fABElous: An Attribute-Based Scheme for Industrial Internet of Things fABElous:基于属性的工业物联网方案

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00025

Michele La Manna, Pericle Perazzo, Marco Rasori, G. Dini

引用次数: 12

Interoperable Real-Time Symbolic Programming for Smart Environments 智能环境下可互操作的实时符号编程

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00067

S. Gaglio, G. Re, Leonardo Giuliana, Gloria Martorella, D. Peri, A. Montalto

{"title":"Interoperable Real-Time Symbolic Programming for Smart Environments","authors":"S. Gaglio, G. Re, Leonardo Giuliana, Gloria Martorella, D. Peri, A. Montalto","doi":"10.1109/SMARTCOMP.2019.00067","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00067","url":null,"abstract":"Smart environments demand novel paradigms offering easy configuration, programming and deployment of pervasive applications. To this purpose, different solutions have been proposed ranging from visual paradigms based on mashups to formal languages. However, most of the paradigms proposed in the literature require further external tools to turn application description code into an executable program before the deployment on target devices. Source code generation, runtime upgrades and recovery, and online debugging and inspection are often cumbersome in these programming environments. In this work we describe a methodology for real-time and on-line programming in smart environments that is compact and efficient enough to run on resource-constrained devices. The pillar of the proposed approach is real-time exchange of executable symbolic code in heterogeneous networks. The methodology is supported by an inference engine that is able to generate symbolic code starting from knowledge about hardware devices and their placement in the environment, and about the application domain. Interoperability with existing smart applications and Internet of Things (IoT) deployments is reached through a symbolic Transmission Control Protocol (TCP) client, and Message Queue Telemetry Transport (MQTT) client.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117105559","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

Jointly Compressing and Caching Data in Wireless Sensor Networks 无线传感器网络中数据的联合压缩与缓存

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00029

Nitish K. Panigrahy, Jian Li, Faheem Zafari, D. Towsley, Paul Yu

引用次数: 1

Achieving Efficient Similar Document Search over Encrypted Data on the Cloud 在云端加密数据上实现高效的相似文档搜索

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00020

Daisuke Aritomo, Chiemi Watanabe

{"title":"Achieving Efficient Similar Document Search over Encrypted Data on the Cloud","authors":"Daisuke Aritomo, Chiemi Watanabe","doi":"10.1109/SMARTCOMP.2019.00020","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00020","url":null,"abstract":"Cloud computing, which provides scalable computing resources at an economical rate, is more important than ever. More and more data owners are storing their data on the cloud. To protect private and sensitive data, user data should be encrypted by the data owner before it is outsourced to the cloud. However, this defeats the merits of cloud computing; the data needs to be decrypted and consumed on the client side. In this paper, we introduce a practical searchable encryption scheme which supports keyword search and similar document search, based on the Vector Space Model (VSM), by harnessing the power of homomorphic encryption (HE). HE is an encryption scheme where arithmetic calculations can be performed without decryption. We first build a term index tree to filter out irrelevant documents. Subsequently, we perform cosine similarity calculation upon search requests. Additionaly, we propose a parallel version of this scheme, which can effectively utilize the power of the cloud. Experiments on real-world datasets indicate that our scheme can effectively provide practical keyword search based on VSMs in a cloud environment.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127956423","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: 3

Assisted Labeling for Spam Account Detection on Twitter 辅助标签的垃圾邮件帐户检测在推特

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00073

Federico Concone, G. Re, M. Morana, Claudio Ruocco

引用次数: 6