Lixiong Chen, Monika Buscher, & Yang Hu. (2020). Crowding Out the Crowd:The Transformation of Network Disaster Communication Patterns on Weibo. In Amanda Hughes, Fiona McNeill, & Christopher W. Zobel (Eds.), ISCRAM 2020 Conference Proceedings – 17th International Conference on Information Systems for Crisis Response and Management (pp. 472–489). Blacksburg, VA (USA): Virginia Tech.
Abstract: There is a surge in people turning to social media in disasters in China. In the 2010 Yushu earthquake, 5,979 Weibos were posted. Almost 10 years on, in the 2019 Yibin earthquake it was 17,495. This study presents a Social Network Analysis of the dynamics of this growth, taking the six major Chinese earthquakes of this decade as a case study. By constructing relationship matrices, the research reveals a transformation of networked crisis communication patterns on Weibo. We show how communication relationships between verified organisational users, government agencies, verified individual users (such as celebrities) and unverified ordinary users have changed, and we observe that government agencies are 'crowding out the crowd' of other users. We consider key aspects and the ethical complexities of this phenomenon.
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Rosemarijn Looije, Mark A. Neerincx, & Geert-Jan M. Kruijff. (2007). Affective collaborative robots for safety & crisis management in the field. In K. Nieuwenhuis P. B. B. Van de Walle (Ed.), Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers (pp. 497–506). Delft: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: The lack of human-robot collaboration currently presents a bottleneck to widespread use of robots in urban search & rescue (USAR) missions. The paper argues that an important aspect of realizing human-robot collaboration is collaborative control, and the recognition and expression of affect. Affective collaborative robots can enhance joint human-robot performance by adapting the robot's (social) role and interaction to the user's affective state and the context. Current USAR robots lack these capabilities. This paper presents theory, application domains, and requirements for affective collaborative robots based on the current state of the art. With methods from cognitive architectures, affective computing, and human-robot interaction, three core functions of affective collaborative robots can be realized: sliding autonomy, affective communication, and adaptive attitude. These robot functions can substantially enhance the efficiency and effectiveness of rescue workers and meanwhile reduce their cognitive workload. Furthermore, robots with such functions can approach civilians in the field appropriately.
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Elizabeth Losh. (2007). The birth of the Virtual Clinic: Game spaces in the Virtual Practicum and the Virtual Terrorism Response Academy. In K. Nieuwenhuis P. B. B. Van de Walle (Ed.), Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers (pp. 551–556). Delft: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: The Interactive Media Laboratory at Dartmouth Medical School produces computer games and multimedia programs for public health preparedness. With Department of Homeland Security funding, the IML is developing the Virtual Terrorism Response Academy, which uses game technology to prepare first responders for rescue efforts in which hazardous materials may be involved. This paper looks at the history of the “Virtual Clinic” concept and the original rationale for creating what Max Boisot calls “epistemology space.” It also offers an account of the VRTA designers' responses to potential criticism from learning specialists in game studies who object that the game is too didactic and discourages trial-and-error by restraining the learner in the narrative conceit of a “simulation of a simulation.”.
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Luca Simone Ronga, Sara Jayousi, Renato Pucci, Simone Morosi, Matteo Berioli, Josef Rammer, et al. (2015). Multiple Alert Message Encapsulation Protocol: Standardization and Experimental Activities. In L. Palen, M. Buscher, T. Comes, & A. Hughes (Eds.), ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management. Kristiansand, Norway: University of Agder (UiA).
Abstract: When a disaster occurs, the delivery of alerts to the population is a key element to prevent the loss of life and property and to increase the efficiency of precautionary measures. Advanced information and communication technologies enable new channels to reach people (e.g. mobile phones, Internet connected devices, smart TVs). Satellite systems represent an unique and efficient solution for delivering one-to-many messages, but in order to reach the maximum number of people in the target area with a reliable information service, a specific technical solution is needed. This paper gives an overview of an on-going ETSI standardization activity devoted to the definition of a Multiple Alert Message Encapsulation protocol over Satellite (MAMES) for the delivery of alerts to the population in the case of a disaster. Moreover, an experimental activity (the SatAlert experiment) for testing and validating the MAMES applicability to Low Earth Orbit (LEO) satellites is presented.
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Lukau, E., Schiller, J., & Meissen, U. (2023). Towards efficient Post-Blackout Emergency Communication based on Citizens’ Smartphone State of Charge. In Jaziar Radianti, Ioannis Dokas, Nicolas Lalone, & Deepak Khazanchi (Eds.), Proceedings of the 20th International ISCRAM Conference (pp. 76–87). Omaha, USA: University of Nebraska at Omaha.
Abstract: Effective emergency communication between citizens and authorities after a power outage can be a challenging task. In such situations, citizens may be in danger and need to contact authorities in case of an emergency. However, overloaded cellular networks and failing network infrastructure can severely hamper citizens' ability to communicate with authorities, even if their smartphones are still functioning. Addressing these challenges requires the development of effective post-blackout communication systems that can operate in a range of emergency scenarios. In this work we investigate smartphone state of charge during the day in order to evaluate the impact of a power outage on the citizens ability to communicate in a post-blackout scenario. The results are then used to propose future-proof communication networks that are suitable for post-blackout emergency communication especially after cellular network infrastructure has failed. We introduce two post-blackout communication phases named communication-burst and communication-void. Our study indicates that a significant amount of smartphones remain usable even after a long-lasting blackout and communication infrastructure failure. Not utilizing these devices could lead to missed opportunities for emergency communication
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Jonas Lundberg, & Mikael Asplund. (2011). Communication problems in crisis response. In E. Portela L. S. M.A. Santos (Ed.), 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011. Lisbon: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: This paper describes five problem areas of communication that occur during crisis response. These areas are communication infrastructure, situation awareness, individual and organizational common ground, form and content of messages, and communication paths through organizations. Five focus groups with Swedish field personnel from national and international crises were performed. The main contribution of this article is a hypothesis, based on the outcomes of the focus groups, about the relation between communication problems and how they interact with crisis response work.
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Lyuba Mancheva, Adam Carole, & Dugdale Julie. (2019). Multi-agent geospatial simulation of human interactions and behaviour in bushfires. In Z. Franco, J. J. González, & J. H. Canós (Eds.), Proceedings of the 16th International Conference on Information Systems for Crisis Response And Management. Valencia, Spain: Iscram.
Abstract: Understanding human behaviour and interactions in risk situations may help to improve crisis management
strategies in order to avoid the worst scenarios. In this paper we present a geospatial agent-based model and
simulation of human behaviour in bushfires. We have modelled the social interactions between different actors
involved in bushfires such as firefighter, police, emergency centre managers and civilians. We use the Belief,
Desire and Intention (BDI) architecture to model realistic human behaviour, and the FIPA-ACL standard to
model the communications. We use geospatial data to represent the environment in a realistic way. We show
how the model has been implemented and how we have unified the communications model and the BDI
architecture. Finally, we compare the processing time of two implementations of our model representing a 2D
simple and a 3D GIS environment.
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Jobst Löffler, Vera Hernández Ernst, Jochen Schon, Jens Pottebaum, & Rainer Koch. (2007). Intelligent use of geospatial information for emergency operation management. In K. Nieuwenhuis P. B. B. Van de Walle (Ed.), Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers (pp. 181–190). Delft: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: This paper presents the EU project SHARE which aims at developing a mobile service architecture to support large-scale rescue operations with multimedia communication and information services. The task of planning and controlling large-scale rescue operations requires flexible and robust tools which help the rescue forces to do their search and rescue work with maximum efficiency. Resource planning tools and cartographic information about the operation site are essential to fulfill the complex task of operation management. The Interactive Resource Management and MAP3D are two modules which have been developed in the SHARE project to enable the rescue operation leadership to do efficient coordination of their forces during an operation. Our paper will focus on features and interdependencies of both tools taking into account innovative feedback and interaction mechanisms.
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Ma Ma, H. Zhang, & Yi Liu. (2014). Development of a joint official microblog platform to improve interactive communication with the public under a centralized system. In and P.C. Shih. L. Plotnick M. S. P. S.R. Hiltz (Ed.), ISCRAM 2014 Conference Proceedings – 11th International Conference on Information Systems for Crisis Response and Management (pp. 782–786). University Park, PA: The Pennsylvania State University.
Abstract: Social media bring both challenges and opportunities to crisis management. This paper summarizes the difficulties in crisis communication under a centralized jurisdiction system by looking into online collective behaviors in mainland China. The paper then introduces the development of an official microblog and proposes a joint official microblog platform to improve interactive communication in a centralized system. The functional design of this platform is introduced in detail and the future improvement of the platform is discussed.
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Aamir Mahmood, Konstantinos Koufos, & Krisztina Cziner. (2008). Multicast voice performance within a public safety cell. In B. V. de W. F. Fiedrich (Ed.), Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management (pp. 18–24). Washington, DC: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: In public safety communications the first responders are getting directions about the tactical action plan with multicast voice whereas they can report back to the dispatcher with unicast voice. In this paper, the aim is to find the maximum number of voice calls for situation reporting in the presence of multicast voice for tactical coordination. In order to increase the reliability of our analysis we verify our simulator against a test bed prototype consisting of three 802.11 terminals. The simulation study is applied within a mobile cell. The proposed mobility model applies for initial deployment in emergency scenarios. We investigate the statistical properties of the model by simulations.
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Maike Kuhnert, Christian Wietfeld, Olivier Paterour, Alexander Georgiev, Katrina Petersen, Monika Büscher, et al. (2015). Next Generation, Secure Cloud-based Pan-European Information System for Enhanced Disaster Awareness. In L. Palen, M. Buscher, T. Comes, & A. Hughes (Eds.), ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management. Kristiansand, Norway: University of Agder (UiA).
Abstract: Information management in disaster situations is challenging, yet critical for efficient response and recovery. Today information flows are difficult to establish, partial, redundant, overly complex or insecure, besides the interoperability between heterogeneous organisations is limited. This paper presents a novel system architecture that enables combining of several communication technologies in a secure manner. This supports creation of a pan-European ?Common Information Space? by rescue organizations that can enable more efficient and effective information management in disaster response. Moreover, this technology can be used for disaster preparedness (e.g., training, tutorials). The modular architecture is designed to consider future evolutions of technology by defining interfaces for the integration of new technologies and services.
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Alessio Malizia, Francisco Astorga-Paliza, Teresa Onorati, Paloma Díaz, & Ignacio Aedo. (2008). Emergency alerts for all: An ontology based approach to improve accessibility in emergency alerting systems. In B. V. de W. F. Fiedrich (Ed.), Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management (pp. 197–207). Washington, DC: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: When a disaster occurs it is critical that emergency response information systems share a common ontology to support their disaster management alerting functions and notifications. Notifications are critical when an emergency scenario is going to happen (e.g. a typhoon approaching) so it is crucial, for emergency systems, to be able to transmit them to all kinds of recipients. An ontology was developed by investigating different sources: accessibility guidelines, emergency response systems, communication devices and technologies, taking into account the different abilities of people to react to different alarms (e.g. mobile phone vibration as an alarm for deaf people). We think that the proposed ontology addresses the information needs for sharing and integrating emergency notification messages and contents over different emergency response information systems and to be accessible under different conditions and for different kind of users.
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Tiago Badre Marino, Bruno Santos Do Nascimento, & Marcos R. S. Borges. (2012). GIS supporting data gathering and fast decision making in emergencies situations. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: This proposal rises from the Center for Disasters Scientific Support experience over eleven years supporting over a hundred disasters in Latin America. It also presents a case study applied to landslides assessments in Teresopolis (Brazil) city, when all field-generated knowledge was still registered in paper and later, at the base station, uploaded to database and finally available for managers evaluation and decision. The proposed methodology creates a platform (still under development) which allows online registration from different field agents during their evaluations enabling data upload combining mobile devices and telecommunication network (or Wi-Fi) technologies. Teams can also customize forms for different information classes (i.e. landslide assessment, rescued person, blocked road) and still retain the possibility to attach images, videos, other files related to each inspection. Incoming data are stored into a web database available for a real-time coordinators evaluation wherever they are (sometimes over a thousand of miles away from disaster area). © 2012 ISCRAM.
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Andrea Marrella, Massimo Mecella, & Alessandro Russo. (2011). Collaboration on-the-field: Suggestions and beyond. In E. Portela L. S. M.A. Santos (Ed.), 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011. Lisbon: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: In disaster scenarios, emergency operators/first responders need to collaborate in order to reach a common goal. The use of mobile devices and applications in these scenarios is very valuable as they can improve collaboration, coordination, and communication amongst team members. But there are also risks involved while using these mobile applications, e.g., decreasing of performance. Most of the tasks are highly critical and time demanding, e.g., saving minutes could result in saving people's life. Therefore, it is unacceptable to use systems that lack proper interaction principles. In this paper, we provide some suggestions, in the form of lessons learned and/or hints for possible future research activities, on how to effectively support on-the-field collaboration of emergency operators. Such suggestions are based on the authors' experience in a recently concluded successful research project on the use of mobile devices for supporting first responders.
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Maryam Shahbazi, Christian Ehnis, Majid Shahbazi, & Deborah Bunker. (2018). Tweeting from the Shadows: Social Media Convergence Behaviour During the 2017 Iran-Iraq Earthquake. In Kristin Stock, & Deborah Bunker (Eds.), Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific. (pp. 416–427). Albany, Auckland, New Zealand: Massey Univeristy.
Abstract: Official policies, socioeconomic and demographic factors influence how individuals cope with, and respond to natural disasters. Understanding the impact of these factors in social media crisis communications studies is difficult. This paper focuses on convergence behaviour during social media crisis communication in an environment where the access to commercial social media platforms is highly restricted. This study is designed as a case which analyses 41,745 Tweets communicated during an earthquake event and for the two weeks after. This research aims to understand how different communities use social media services for communication during extreme events. The content of the Tweets shows users' attitudes toward government policies as well as the social difficulties of ethnic groups reflecting on the use of social media in crises communication. The results indicate a “political effect” on this online crisis communication. This behaviour was not expected and has been underreported in the current body of knowledge.
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Richard McMaster, Chris Baber, & Tom Duffy. (2012). The role of artefacts in Police emergency response sensemaking. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: This paper presents a study of the role of artefacts in sensemaking during emergency response. A qualitative study was conducted with two UK Police Forces, with a particular focus on the role of artefacts in the creation and modification of sensemaking frames. This research demonstrates that sensemaking is a key component of emergency response Command and Control and that this activity is distributed across the individuals within the system. Collaborative sensemaking is coordinated via social and organisational means, supported by a range of private (informal) and shared (formal) artefacts, which function as resources for action – cueing frame seeking and frame-defined data collection. The study also reveals the role of narrative in bridging the gap between these two parallel sensemaking processes and raises implications for the further digitisation of the emergency response environment, demonstrating the importance of balancing social and technical factors in the design of ICT for emergency response. © 2012 ISCRAM.
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Fiona McNeill, Andriana Gkaniatsou, & Alan Bundy. (2014). Dynamic data sharing for facilitating communication during emergency responses. In and P.C. Shih. L. Plotnick M. S. P. S.R. Hiltz (Ed.), ISCRAM 2014 Conference Proceedings – 11th International Conference on Information Systems for Crisis Response and Management (pp. 369–373). University Park, PA: The Pennsylvania State University.
Abstract: This paper describes the CHAIn system, which is designed to facilitate data sharing between disparate organisations during emergency response situations by resolving mismatches in their data. It uses structured data matching to reformulate failed queries in cases where these failed because of incompatibilities between the query (derived from the source schema) and the schema of the queried datasource (the target schema). This reformulation is done by developing matches between the source schema and the target schema. These matches are then used to reformulate the query and retrieve responses relevant to those expected by the original query. Despite the growing interest in intelligent query answering, integration of data matching into query answering is novel, and allows users to successfully query datasources even if they do not know how the data in that source is organized, which is often the case during emergency responses. We describe the proof-of-concept system we have developed and an encouraging initial evaluation.
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Mehrdad Negahban, & Reza Nourjou. (2016). Internet of Things for Next-Generation Public Safety Mobile Communications. In A. Tapia, P. Antunes, V.A. Bañuls, K. Moore, & J. Porto (Eds.), ISCRAM 2016 Conference Proceedings ? 13th International Conference on Information Systems for Crisis Response and Management. Rio de Janeiro, Brasil: Federal University of Rio de Janeiro.
Abstract: This short paper briefly introduces the beamCitizen, a next-generation public safety mobile communications technology. It provides a mobile cloud communication platform that allows sharing of live video, voice, text, photo, location and other critical information among citizens, dispatchers and responders. It aims to connect people, information, and sensors. Our approach was to apply and implement ?Internet of Things? for development of the beamCitizen. To evaluate the beamCitizen, we used the University of Maryland as a pilot to create an end to end public safety communication and response service among the citizens, the 911 center and the first responders in order to help connect and protect close to 20000 students, faculty and visitors. It is available for download.
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Theo Dirk Meijler, & Frank Nietzold. (2011). Light-weight model-based realization of a B2B protocol and a SOA integration engine. In E. Portela L. S. M.A. Santos (Ed.), 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011. Lisbon: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: In emergency management, communication between the emergency management team and the outer world is essential. When using an emergency management system, such communication is often IT-based. To disburden the emergency management team, structured “B2B” messages may be used that correspond to the (foreseen) lifecycle of relevant entities in the emergency, such as threats and measures. The paper introduces an approach for the realization of a B2B messaging protocol and the corresponding integration engine, which maps message content to service calls, in the context of an emergency management system. The approach is light-weight and model-based, as protocols and integration engine are based on merely modeling the states and state transitions of objects in the system representing essential entities in the emergency. As the model is described in non-technical terms, this can be done by a non-IT expert.
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Ulrich Meissen, & Agnès Voisard. (2008). Increasing the effectiveness of early warning via context-aware alerting. In B. V. de W. F. Fiedrich (Ed.), Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management (pp. 431–440). Washington, DC: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: The effective implementation of early warning is one of the best investments for disaster prevention and mitigation. In the last decade, we have witnessed strong efforts and progress towards better risk detection, monitoring and prediction. However, the best warnings are ineffective if they cannot be distributed in a timely way and targeted to people at risk. With the evolvement of new Information and Communication Technologies, we have new opportunities and face new challenges for improving classical warning processes. Based on our experience and research results from two user-centered hydro-meteorological Early Warning Systems (EWS) we present an approach for context-aware alerting that can increase considerably the effectiveness of warning. Furthermore, we introduce an applied evaluation model for the effectiveness of an EWS.
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Andreas Meissner, Zhou Wang, Wolfgang Putz, & Jan Grimmer. (2006). MIKoBOS-a mobile information and communication system for emergency response. In M. T. B. Van de Walle (Ed.), Proceedings of ISCRAM 2006 – 3rd International Conference on Information Systems for Crisis Response and Management (pp. 92–101). Newark, NJ: Royal Flemish Academy of Belgium.
Abstract: The role of communication and information provision in coping with natural and man-made disasters and emergency situations is becoming increasingly important. In this paper we present an integrated mobile information and communication system, MIKoBOS, for emergency response operations that enables reliable data communication within the emergency site as well as between the site and the headquarters. It provides the responsible personnel involved in the emergency operation at different levels with anytime-anywhere access to relevant information. Compared to traditional voice-dominated approaches, the proposed system can greatly improve the effectiveness and efficiency of communication and coordination during disaster relief operations. Promising experimental performance results are provided for use with a number of terrestrial and satellite networks.
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Karin Mertens, & Wim Mees. (2006). Communication and information system for disaster relief operations. In M. T. B. Van de Walle (Ed.), Proceedings of ISCRAM 2006 – 3rd International Conference on Information Systems for Crisis Response and Management (pp. 461–464). Newark, NJ: Royal Flemish Academy of Belgium.
Abstract: Disaster relief operations are very different from the traditional war operations. In disaster relief operations everything has to go very fast, the relief workers have to leave on very short notice and cooperation with other organizations is needed in order to save as many human lives as possible. The communication and information system of those operations has to be small, flexible, rapidly deployable and mobile. Above that, it has to ensure the information exchange between the coordination center in the home nation and the relief workers in the field in all kinds of situations with changing bandwidths and impermanent connections. In this document the structure and the data warehousing of such an information system are described.
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Manne Messemaker, Jeroen Wolbers, Willem Treurniet, & Kees Boersma. (2013). Shaping societal impact: Between control and cooperation. In J. Geldermann and T. Müller S. Fortier F. F. T. Comes (Ed.), ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management (pp. 901–905). KIT; Baden-Baden: Karlsruher Institut fur Technologie.
Abstract: In our modem society, the impact of large-scale spfety and security incidents can be large and diverse. Yet. this societal impact is makeable and controllable to a limited extent. At best, the effect of concrete response actions is that the direct damage is somewhat reduced and that the recovery is accelerated. Proper crisis communication can make the biggest difference with respect to overall societal impact. We argue that crisis communication must strike a balance between a directive approach of chaos, command and control and a more empathic approach of continuity, coordination and cooperation. On the basis of a concrete case we analyze how crisis communication reflects the incident response approach and how societal impact is affected.
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Michael Bartolacci, & Stanko Dimitrov. (2016). A Network Interdiction Perspective for Providing Emergency Communications: An Analysis for Promoting Resiliency Subject to Resource Constraints and Security Concerns. In A. Tapia, P. Antunes, V.A. Bañuls, K. Moore, & J. Porto (Eds.), ISCRAM 2016 Conference Proceedings ? 13th International Conference on Information Systems for Crisis Response and Management. Rio de Janeiro, Brasil: Federal University of Rio de Janeiro.
Abstract: Disasters, whether natural or manmade, and other types of emergencies create the need for immediate and secure communications between and among the affected populace, governmental agencies, non-governmental organizations (NGOs) and other types of emergency responders. It is through these communications that the affected populace is able to show resilient behavior, both psychologically and economically. A network interdiction model is proposed that can be utilized to create a more reliable design for such a communications network against the motives of would-be attackers whose aim it is to disrupt emergency communications and inflict damage on the affected populace. The contribution of this work is the application of the network interdiction modeling framework to an emergency communication scenario.
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Michael R. Bartolacci, Albena Mihovska, & Dilek Ozceylan Aubrecht. (2013). Optimization modeling and decision support for wireless infrastructure deployment in disaster planning and management. In J. Geldermann and T. Müller S. Fortier F. F. T. Comes (Ed.), ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management (pp. 674–677). KIT; Baden-Baden: Karlsruher Institut fur Technologie.
Abstract: Natural disasters and emergencies create the need for communication between and among the affected populace and emergency responders as well as other parties such as governmental agencies and aid organizations. Such communications include the dissemination of key information such as evacuation orders and locations of emergency shelters. In particular, the coordination of efforts between responding organizations require additional communication solutions that typically rely heavily on wireless communications to complement fixed line infrastructure due to the ease of use and portability. While the deployment of temporary mobile networks and other wireless equipment following disasters has been successfully accomplished by governmental agencies and network providers following previous disasters, there appears to be little optimization effort involved with respect to maximizing key performance measures of the deployment or minimizing overall cost to deploy. This work does not focus on the question of what entity will operate the portable base stations or wireless equipment utilized during a disaster, only the question of optimizing placement for planning and real time management purposes. This work examines current wireless network optimization models and points out that none of them include the necessary variables for a disaster planning or emergency deployment context. Due to the fact that the choice of wireless technology impacts the nature of an overall model, a brief discussion of exemplar wireless technologies is included. The work also proposes criteria that must be taken into account in order to have a useful model for deployment of mobile base stations and related wireless communications equipment.
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