2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)最新文献

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A task-based ubiquitous approach to urgent computing for disaster management 灾害管理紧急计算的基于任务的泛在方法
S. H. Leong, D. Kranzlmüller
{"title":"A task-based ubiquitous approach to urgent computing for disaster management","authors":"S. H. Leong, D. Kranzlmüller","doi":"10.1109/ICT-DM.2015.7402035","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402035","url":null,"abstract":"In spite of the advances in today's technologies, most disasters are hard to predict and prevent. Disaster management to reduce damages and losses is particularly important. Computations to predict the effect of an impending or prevailing disaster, i.e. urgent computing, can support civil protection services to make informed decisions that can improve the efficiency of mitigation activities and reduce the causalities and losses. Accessibility to underlying distributed resource sets should be possible from ubiquitous end user devices, especially in the chaotic environment that entails a disaster. The inherent unpredictability of disasters can render any best made plans to prepare resources in advance futile. It is thus essential to acquire the ability to swiftly organise a resource for urgent computing, commonly while facing uncertainty in computation requirements and dynamism of computing environments on heterogeneous distributed resources. These challenges have to be conquered for urgent computing to be successfully realised. A task-based ubiquitous approach established on top of a three layers architecture is recommended. This architecture allows a separation of concerns between the accessibility needs from the resource/environment and use case specific conditions. Heterogeneity of distributed resources and environments is managed by the task-based setup with a set of subtask functions. Four urgent managers are also introduced to administer the urgent computing requirements. The ultimate aim is to provide an urgent computer system framework for supporting time-critical computations for a wide array of use cases on heterogeneous distributed resources.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117066748","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
Indoor incident situation awareness using a 3D indoor/outdoor spatial city model 使用三维室内/室外空间城市模型的室内事件态势感知
Hosna Tashakkori, A. Rajabifard, M. Kalantari, M. Aleksandrov
{"title":"Indoor incident situation awareness using a 3D indoor/outdoor spatial city model","authors":"Hosna Tashakkori, A. Rajabifard, M. Kalantari, M. Aleksandrov","doi":"10.1109/ICT-DM.2015.7402050","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402050","url":null,"abstract":"Buildings are becoming a major subject of recent disasters resulting in huge amounts of casualty and damage costs for both public and emergency managers. Increased urbanization and complexity of contemporary structures complicates emergency response procedures and decision making especially in indoor emergency situations where much of the information stays unrevealed to emergency managers prior to entering the scenes exposing risk to peoples' lives and assets. In addition, unfamiliarity with the indoor environments, limited visualization due to smoke, and collapsed and blocked areas all increase the difficulty of emergency response and rescue as well as unwanted wandering and uncertainty routing in indoor environments. To overcome such difficulties a new spatial city model is presented in this paper which enables integration of both indoor and outdoor GIS resulting in seamless spatial analysis and navigation between both areas. The model provides decision makers with detailed 3D indoor spatial, semantic, and geometric information that can be used to orient and navigate through the optimized paths inside buildings which would result in minimized rescue time. The proposed model is implemented using GIS tools for a case study building and the effectiveness of the model is discussed in the paper.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130963480","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: 6
Strategy for processing and analyzing social media data streams in emergencies 处理和分析紧急情况下社会媒体数据流的战略
Matthias Moi, Therese Friberg, Robin Marterer, Christian Reuter, Thomas Ludwig, Deborah Markham, Mike Hewlett, Andrew Muddiman
{"title":"Strategy for processing and analyzing social media data streams in emergencies","authors":"Matthias Moi, Therese Friberg, Robin Marterer, Christian Reuter, Thomas Ludwig, Deborah Markham, Mike Hewlett, Andrew Muddiman","doi":"10.1109/ICT-DM.2015.7402055","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402055","url":null,"abstract":"People are using social media to a greater extent, particularly in emergency situations. However, approaches for processing and analyzing the vast quantities of data produced currently lag far behind. In this paper we discuss important steps, and the associated challenges, for processing and analyzing social media in emergencies. In our research project EmerGent, a huge volume of low-quality messages will be continuously gathered from a variety of social media services such as Facebook or Twitter. Our aim is to design a software system that will process and analyze social media data, transforming the high volume of noisy data into a low volume of rich content that is useful to emergency personnel. Therefore, suitable techniques are needed to extract and condense key information from raw social media data, allowing detection of relevant events and generation of alerts pertinent to emergency personnel.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114828366","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: 16
Multi-path routing in emergency with health-aware classification 基于健康感知分类的紧急多路径路由
Huibo Bi, Olumide J. Akinwande
{"title":"Multi-path routing in emergency with health-aware classification","authors":"Huibo Bi, Olumide J. Akinwande","doi":"10.1109/ICT-DM.2015.7402026","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402026","url":null,"abstract":"Evacuation routing algorithms commonly neglect the differences of evacuees in mobility, physical strength and resistance to hazard effects, and calculate routes using a single algorithm. Hence, congestion or block of paths may occur due to the diverse mobility, and unnecessary injuries or fatalities may be caused by the different resistance to hazard and fatigue. Owing to the fast-changing situation in the hazardous environment, in this paper, we present a distributed routing algorithm based on the Cognitive Packet Network (CPN) that performs parallel heuristic search to customise routes for evacuees with respect to their ongoing physical condition and the immediate environment. With the aid of portable devices, evacuees are divided into different groups in terms of a virtual “health value” and can switch groups during the evacuation process. Experimental results indicate that the presented routing algorithm and the dynamic grouping mechanism can reduce the mortality rate of evacuees.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"271 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116835445","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
Strategic framework for advancing the utility of GeoICT in Emergency Preparedness 促进在应急准备中利用地理信息通信技术的战略框架
R. Abdalla
{"title":"Strategic framework for advancing the utility of GeoICT in Emergency Preparedness","authors":"R. Abdalla","doi":"10.1109/ICT-DM.2015.7402029","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402029","url":null,"abstract":"This paper presents a framework for maximizing the utilization of GeoICT in Emergency Management for the City of Jeddah, one of the major metropolitan centers in the Kingdom of Saudi Arabia. The paper starts by providing an overview of the current state-of-the-art for The GeoICT application in the City of Jeddah, then reviewing the role of ICTs in emergency management decision-making for the city and comparing the decision-making process with the mechanisms used in the Greater Toronto Area (GTA) in Canada. This research provides a framework for the effective advancement of GeoICT in Emergency Preparedness for the City of Jeddah. Additional efforts are required in terms of mechanisms and policies related to decision-making and coordination from both operational and planning scope. This research is unique in a way that it provides a benchmarking evaluation for the current state of the art of the use of GeoICT in emergency management; as well it provides relative comparison with mechanisms used in Canada.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116927536","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
Event detection using social sensors 使用社交传感器进行事件检测
A. Dingli, Loui Mercieca, Ronald Spina, Marco Galea
{"title":"Event detection using social sensors","authors":"A. Dingli, Loui Mercieca, Ronald Spina, Marco Galea","doi":"10.1109/ICT-DM.2015.7402054","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402054","url":null,"abstract":"Social media, such as Facebook and twitter, received much attention recently especially due to their real-time nature. For example, when an earthquake occurs, people immediately post information related to the earthquake, which enables detection of earthquake occurrence promptly, simply by observing these posts. As described in this paper, we investigate the real-time interaction of events such as earthquakes in Twitter, Facebook and other social media, and propose an algorithm to monitor tweets and to detect a target event. We devised a filter of data based on features such as the keywords, the number of times they are present, and their context. We consider each user feed as a sensor and the collection of such sensors creates a system, which can be used to promptly warn registered users. The posts triggering the detections also provided very short first-impression narratives from people who experienced the shaking. We will also show that the validity of such a process is not bound to a particular context or language but can be used on a variety of other subjects.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115511743","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: 14
Motivation for a step-by-step guide to set up wireless disaster recovery networks 建立无线灾难恢复网络的分步指南的动机
Matthias Herlich, S. Yamada
{"title":"Motivation for a step-by-step guide to set up wireless disaster recovery networks","authors":"Matthias Herlich, S. Yamada","doi":"10.1109/ICT-DM.2015.7402025","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402025","url":null,"abstract":"Radio access networks (RANs) have become an integral part of life and are especially important after disasters. However, many disasters also disrupt RANs. Disaster recovery networks connect survivors to the Internet again so that they can inform authorities about their situation, get information necessary for survival, and contact friends and family. In this paper we explain why a step-by-step guide in form of a mobile phone application will help survivors construct a multihop disaster recovery network of mobile phones. We develop a simple analytic model to describe how survivors should place mobile phones to relay transmissions over long distances. Then we set up a small scenario and compare our measurements to the analytic results. Our comparison shows that the analytic model only describes the general tendencies of channel quality and that it is necessary to measure the channel quality on each hop. As this measurement is too complex for an average disaster survivor we describe a step-by-step guide which can be implemented in a mobile phone application to guide survivors through the process of setting up a disaster recovery network. This mobile phone application would allow survivors to communicate with the each other and the outside world and thereby save lives in case of a disaster.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115526911","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: 9
Urban mobility data to support the assessment of dynamic vulnerability to disasters 支持灾害动态脆弱性评估的城市流动性数据
L. Londe, L. B. Santos, É. Soriano, L. Tomás, Tiago J. Carvalho
{"title":"Urban mobility data to support the assessment of dynamic vulnerability to disasters","authors":"L. Londe, L. B. Santos, É. Soriano, L. Tomás, Tiago J. Carvalho","doi":"10.1109/ICT-DM.2015.7402036","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402036","url":null,"abstract":"From many available sources of urban mobility data, we consider origin-destination surveys to analyze typical daily displacements in São José dos Campos municipality (Brazil) and the differences of vulnerability to floods according to both traffic zones and periods of the day. As results, we found three periods of the day and three traffic zones which would be more vulnerable to floods. This information may be used as a supporting tool for stakeholders, aiming to minimize negative consequences in urban areas.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124780348","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
Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study 大型数据集的拓扑约简和概率信息提取:一个灾难管理案例研究
M. Trovati, E. Asimakopoulou, N. Bessis
{"title":"Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study","authors":"M. Trovati, E. Asimakopoulou, N. Bessis","doi":"10.1109/ICT-DM.2015.7402027","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402027","url":null,"abstract":"The dynamical and probabilistic properties of the relationships among data modelled by real-world networks have drawn extensive research from a several interdisciplinary fields. They, in fact, can successfully identify the main properties of large data-sets. However, a deep analysis of such networks is likely to generate information of little use due to their inherent complexity, as well as the inconsistencies of data modelled by them. In this paper, we discuss the evaluation of a method as part of ongoing research which aims to extract, assess and identify relevant information based on the mutual probabilistic relationships among the data captured by Big Data. In order to validate and support our approach, a large dataset capturing information on the seismological activity provided by the European-Mediterranean Seismological Centre is considered. We will show that this approach provides a scalable, accurate and useful tool to enhance the state of the art research within disaster management. The approach discussed in this paper further supports our effort to create a big data analytics tool aiming to extract actionable intelligence from a variety of big datasets.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128252902","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
Pulling Information from social media in the aftermath of unpredictable disasters 在不可预测的灾难发生后,从社交媒体上提取信息
M. Avvenuti, F. D. Vigna, S. Cresci, Andrea Marchetti, M. Tesconi
{"title":"Pulling Information from social media in the aftermath of unpredictable disasters","authors":"M. Avvenuti, F. D. Vigna, S. Cresci, Andrea Marchetti, M. Tesconi","doi":"10.1109/ICT-DM.2015.7402058","DOIUrl":"https://doi.org/10.1109/ICT-DM.2015.7402058","url":null,"abstract":"Social media have become a primary communication channel among people and are continuously overwhelmed by huge volumes of User Generated Content. This is especially true in the aftermath of unpredictable disasters, when users report facts, descriptions and photos of the unfolding event. This material contains actionable information that can greatly help rescuers to achieve a better response to crises, but its volume and variety render manual processing unfeasible. This paper reports the experience we gained from developing and using a web-enabled system for the online detection and monitoring of unpredictable events such as earthquakes and floods. The system captures selected message streams from Twitter and offers decision support functionalities for acquiring situational awareness from textual content and for quantifying the impact of disasters. The software architecture of the system is described and the approaches adopted for messages filtering, emergency detection and emergency monitoring are discussed. For each module, the results of real-world experiments are reported. The modular design makes the system easy configurable and allowed us to conduct experiments on different crises, including Emilia earthquake in 2012 and Genoa flood in 2014. Finally, some possible functionalities relying on the analysis of multimedia information are introduced.","PeriodicalId":137087,"journal":{"name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131540820","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: 24
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