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Author Seyed Hossein Chavoshi; Mahmoud Reza Delavar; Mahdieh Soleimani; Motahareh Chavoshi pdf  isbn
openurl 
  Title Toward developing an expert GIS for damage evaluation after an earthquake (case study: Tehran) Type Conference Article
  Year 2008 Publication Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2008  
  Volume Issue Pages 734-741  
  Keywords Disasters; Expert systems; Geographic information systems; Information systems; Managers; Damage evaluation; Earthquake disaster; Emergency response; Historical data; Knowledge base; Knowledge-based model; Scientific studies; Strong earthquakes; Earthquakes  
  Abstract In an earthquake disaster, having proper estimation about destructed buildings and the degree of destruction, can considerably facilitate decision-making and planning for disaster managers. Using this information, the managers can estimate disaster area and number of victims to determine and allocate required resources. Scientific studies and historical data show that the faults around Tehran, the capital of Iran, are capable to create strong earthquakes which would bring the largest damages in the world history to the city. So it is necessary to be prepared for a rapid and knowledge-based response to such an earthquake. Therefore, development of a knowledge-based model to estimate destruction of buildings is ongoing. The model is going to be developed by using different spatial data obtained from the buildings and its environment in Tehran. This paper outlines the initial results of this research.  
  Address Dept. of Surveying and Geomatics Eng., College of Engineering, University of Tehran, Teharan, Iran; Technical Institute of Surveying and Mapping, National Geographical Organization of Iran, Iran  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Washington, DC Editor F. Fiedrich, B. Van de Walle  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9780615206974 Medium  
  Track Geographic Information Science Expedition Conference 5th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 386  
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Author Albert Y. Chen; Feniosky Peña-Mora; Saumil J. Mehta; Stuart Foltz; Albert P. Plans; Brian R. Brauer; Scott Nacheman pdf  openurl
  Title A GIS approach to equipment allocation for structural stabilization and civilian rescue Type Conference Article
  Year 2010 Publication ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings Abbreviated Journal ISCRAM 2010  
  Volume Issue Pages  
  Keywords Artificial intelligence; Decision support systems; Disaster prevention; Disasters; Geographic information systems; Information systems; Lifesaving equipment; Radio frequency identification (RFID); Equipment allocation; Illinois fire service institutes; Resource repositories; Situational awareness; Structural condition; Structural stabilization; Urban search and rescue; Urban search and rescue operations; Emergency services  
  Abstract Efficient request and deployment of critical resources for urban search and rescue operations is vital to emergency response. This paper presents a RFID (Radio Frequency Identification) supported system for on-site data collection to communicate structural condition, to track search and rescue status, and to request and allocate appropriate resources. The system provides a unified interface for efficient posing, gathering, storing and sharing of building assessment information. Visualization and easy access of such information enables rescuers to response to the disaster with better situational awareness. Resource requests are sent to the GIS resource repository service that enables a visual disaster management environment for resource allocation. Request and deployment of critical resources through this system enables lifesaving efforts, with the appropriate equipment, operator, and materials, become more efficient and effective. System development at the Illinois Fire Service Institute has shown promising results.  
  Address University of Illinois, Urbana-Champaign, United States; Columbia University, United States; Construction Engineering Research Lab, United States; Universitat of Politècnica, Catalunya, Spain; Illinois Fire Service Institute, United States; Thornton Tomasetti, United States  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Seattle, WA Editor S. French, B. Tomaszewski, C. Zobel  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN Medium  
  Track Open Track Expedition Conference 7th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 388  
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Author Rui Chen; Raghav H. Rao; Raj Sharman; Shambhu J Upadhyaya; Catherine Cook-Cottone pdf  openurl
  Title Examination of emergency response from knowledge and psychology perspectives Type Conference Article
  Year 2010 Publication ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings Abbreviated Journal ISCRAM 2010  
  Volume Issue Pages  
  Keywords Information systems; Emergency response; Emergency Response Information Systems; Emergency response management; Knowledge; Organizational effectiveness; Psychological factors; Psychology; Research-in-progress; Emergency services  
  Abstract This research-in-progress examines the roles of technology and human systems in supporting emergency response management through the dual perspectives of knowledge and psychology. Task critical knowledge is linked to organizational effectiveness in delivering business value and psychological factors characterize the unique challenges of an emergency context. This exploratory research is among the first to develop a theoretical model based on these two important yet understudied theoretical aspects. The article contributes to the research development in emergency response information systems and sheds light on the organizational response management practice.  
  Address Ball State University, United States; State University of New York, Buffalo, United States  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Seattle, WA Editor S. French, B. Tomaszewski, C. Zobel  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN Medium  
  Track Poster Session Expedition Conference 7th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 390  
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Author Elia Chepaitis pdf  isbn
openurl 
  Title The impact of Y2K on crisis management: Widening the stakeholder circle for crisis prevention and response Type Conference Article
  Year 2004 Publication Proceedings of ISCRAM 2004 – 1st International Workshop on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2004  
  Volume Issue Pages 111-113  
  Keywords Information systems; Computer engineers; Contingency planning; Crisis management; Crisis preventions; Emergency preparedness; Government agencies; Stakeholders; Y2k; Medical computing  
  Abstract Although Y2K was neither an accident nor an unanticipated challenge, the millennium debugging represented a watershed event for crisis response and management, and the range of effects remains relevant in 2004. Not only information systems professionals, but also leaders and professionals in every application area saw computer systems as subsystems of their areas of responsibility and accountability. The acknowledged dependence of government, healthcare, utilities, transportation, services, and communications on reliable information systems widened the circle of stakeholders for crisis prevention, response, and management. Emergency preparedness and broad systems approaches to disaster and contingency planning were enhanced by the ubiquitous multi-year Y2K effort. The author emphasizes the investments, learning, leadership, and commitment in information systems control that occurred as part of the prevention stage of crisis management as a result of Y2K. The simultaneity, high stakes, and ubiquity of the millennium crisis permanently altered the circle of players with vested interests in and responsibility for information systems control. From government agencies to households, users realized that the scope of information systems design and reliability must extend beyond computer engineers and information systems professionals to ensure the general good. © Proceedings ISCRAM 2004.  
  Address Information Systems and Operations Management, Fairfield University, Fairfield, CT 06430, United States  
  Corporate Author Thesis  
  Publisher Royal Flemish Academy of Belgium Place of Publication Brussels Editor B. Van de Walle, B. Carle  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9076971080 Medium  
  Track Emergency Response Stakeholders and Cooperation Expedition Conference 1st International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 92  
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Author Chris Hagar pdf  isbn
openurl 
  Title Public Library Partnerships with Local Agencies to Meet Community Disaster Preparedness and Response Needs Type Conference Article
  Year 2015 Publication ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2015  
  Volume Issue Pages  
  Keywords community engagement; Disaster Preparedness; Disaster Response; emergency management community; Public libraries  
  Abstract This paper reports on the initial findings of the first phase of a study funded by San Jose State University, USA to provideinsightregardinghowpubliclibrariescanbe moreinvolvedincommunity-wide disasterplanning,strengtheningtheirroleascoremembersof theircommunities?disasterpreparedness and responseinfrastructure. The first phase of the study involves a nationwide survey of public library directors and library staff who are involved in coordinating disaster planning for their institutions. A survey was carried out during December 2014 and January 2015 to explorewhatpubliclibrariescanbringtocommunity-wideplanningefforts and thetypesofpartnershipsthatarepossible. The findingswillprovidelibraryleaderswithvaluableinsighton how to proactivelyengageindialogueandplanningwiththeirlocalemergencymanagement community. The second phase emerging from the research will involve follow-up in-depth explorations of the exemplary disaster planning models.  
  Address  
  Corporate Author Thesis  
  Publisher University of Agder (UiA) Place of Publication Kristiansand, Norway Editor L. Palen; M. Buscher; T. Comes; A. Hughes  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9788271177881 Medium  
  Track Community Engagement Expedition Conference ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management  
  Notes Approved yes  
  Call Number Serial 1276  
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Author Christoph Amelunxen; Janina Isabella Sander pdf  isbn
openurl 
  Title Information collection using process visualisation in the risk management concept for emergency response Type Conference Article
  Year 2019 Publication Proceedings of the 16th International Conference on Information Systems for Crisis Response And Management Abbreviated Journal Iscram 2019  
  Volume Issue Pages  
  Keywords Pictogram-based process visualisation, risk management, risk identification, emergency response, CBRN  
  Abstract Security-critical processes of emergency response are part of a complex system of people, organisation and

technology. They are often characterised by their own dynamics, interconnectedness and information deficits. In

addition, a wide variety of stakeholders, some from different organisations, work together, each specialising in a

specific area. In order to capture this (process-) knowledge in risk management, information from the experts is

necessary. However, experts are difficult to access, often separated locally, cost-intensive and usually have little

time (discussion-) capacity. A pictogram-based process visualisation was developed within the risk management

concept. The method could be validated within a European project in an expert workshop. This was done using

the example of a CBRN mass casualty incident. By using the methods presented, very good qualitative and

quantitative results can be achieved from the perspectives of various organisations and their experts. The limited

resource ?expert? is used optimally.
 
  Address Paderborn University, Germany  
  Corporate Author Thesis  
  Publisher Iscram Place of Publication Valencia, Spain Editor Franco, Z.; González, J.J.; Canós, J.H.  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 978-84-09-10498-7 Medium  
  Track T7- Planning, Foresight and Risk Analysis Expedition Conference 16th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2019)  
  Notes Approved no  
  Call Number Serial 1977  
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Author Christophe Viavattene; Simon McCarthy; Michelle Ferri; Martina Monego; Maurizio Mazzoleni pdf  isbn
openurl 
  Title Evaluation of emergency protocols using agent-based approach Type Conference Article
  Year 2016 Publication ISCRAM 2016 Conference Proceedings ? 13th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2016  
  Volume Issue Pages  
  Keywords Disaster Operations Management; Response Resource Allocation Planning; Emergency Protocol; Agent-Based Modelling  
  Abstract Integrated flood risk management involves a large portfolio of options for mitigating risks that includes hard and soft structural, non-structural, and recovery responses. Non-structural responses include flood warnings, emergency services supported by individuals, collective actions and the use of resistance and resilience measures. Sufficient flood warning time, appropriate actions at desired locations and time are essential for effective and beneficial responses. From this perspective beside the management of the crisis itself, the level of preparedness including the evaluation of plans involving such responses (e.g. emergency protocols) also needs to be sufficient and, thus in the context of various event scenarios.  
  Address  
  Corporate Author Thesis  
  Publisher Federal University of Rio de Janeiro Place of Publication Rio de Janeiro, Brasil Editor A. Tapia; P. Antunes; V.A. Bañuls; K. Moore; J. Porto  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3388 ISBN 978-84-608-7984-9 Medium  
  Track Poster Session Expedition Conference 13th International Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 1424  
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Author Michael J. Chumer; Murray Turoff pdf  isbn
openurl 
  Title Command and control (C2): Adapting the distributed military model for emergency response and emergency management Type Conference Article
  Year 2006 Publication Proceedings of ISCRAM 2006 – 3rd International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2006  
  Volume Issue Pages 465-476  
  Keywords Civil defense; Command and control systems; Disasters; Information systems; Military applications; Risk management; Command and control; Emergency; Emergency management; Hro; Response; Emergency services  
  Abstract The military use of Command and Control (C2) has been refined over centuries of use and developed through years of combat situations. This C2 model is framed as process, function, and organization, suggesting that emergency response organizations and emergency management structure their non military C2 and subsequent response scenarios within the C2 framework established in this paper.  
  Address IS Department, NJIT University Heights, Newark, NJ 07102, United States  
  Corporate Author Thesis  
  Publisher Royal Flemish Academy of Belgium Place of Publication Newark, NJ Editor B. Van de Walle, M. Turoff  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9090206019; 9789090206011 Medium  
  Track Military and Civil Information Systems for Emergency Preparedness Expedition Conference 3rd International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 397  
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Author Marline Claessens; Nicolas Lewyckyj; Jane Biesemans; Jurgen Everaerts pdf  isbn
openurl 
  Title Pegasus, a UAV project for disaster management Type Conference Article
  Year 2005 Publication Proceedings of ISCRAM 2005 – 2nd International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2005  
  Volume Issue Pages 233-236  
  Keywords Aircraft accidents; Disaster prevention; Disasters; Information systems; Remote sensing; Solar energy; Disaster management; Emergency situation; European governments; Geographical information; High resolution data; Local authorities; Technological researches; UAV (unmanned aerial vehicle); Unmanned aerial vehicles (UAV)  
  Abstract The Flemish Institute for Technological Research (Vito) in Belgium has initiated in 2000 the PEGASUS (Policy support for European Governments by Acquisition of information from Satellite and UAV-borne Sensors) project which envisages the development of a solar powered UAV (Unmanned Aerial Vehicle) containing several types of instruments for remote sensing and flying at an altitude of about 20 km. The aircraft can be deployed rapidly in crisis situations and provide disaster managers with ~1 m resolution images (or better if required) of the affected area. High quality data shall be received in less than half an hour from a mobile ground station that is in direct contact with the UAV, which can operate as long as requested by the user. The PEGASUS HALE-UAV is a flexible and cost-effective tool that will allow officials and local authorities to dispose quickly over relevant geographical information in an emergency situation. The first demonstration flight of the PEGASUS HALE-UAV shall take place in the summer of 2005 over Flanders.  
  Address Flemish Institute for Technological Research (Vito), Centre for Remote Sensing and Earth Observation (TAP), Boeretang 200, 2400 Mol, Belgium  
  Corporate Author Thesis  
  Publisher Royal Flemish Academy of Belgium Place of Publication Brussels Editor B. Van de Walle, B. Carle  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9076971099 Medium  
  Track GEOGRAPHIC INFORMATION SYSTEMS Expedition Conference 2nd International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 400  
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Author Claudio Arbib; Davide Arcelli; Julie Dugdale; Mahyar Tourchi Moghaddam; Henry Muccini pdf  isbn
openurl 
  Title Real-time Emergency Response through Performant IoT Architectures Type Conference Article
  Year 2019 Publication Proceedings of the 16th International Conference on Information Systems for Crisis Response And Management Abbreviated Journal Iscram 2019  
  Volume Issue Pages  
  Keywords Emergency Evacuation, IoT, Software Architecture, Network Optimization, Queuing Network.  
  Abstract This paper describes the design of an Internet of Things (IoT) system for building evacuation. There are two main

design decisions for such systems: i) specifying the platform on which the IoT intelligent components should be

located; and ii) establishing the level of collaboration among the components. For safety-critical systems, such as

evacuation, real-time performance and evacuation time are critical. The approach aims to minimize computational

and evacuation delays and uses Queuing Network (QN) models. The approach was tested, by computer simulation,

on a real exhibition venue in Alan Turing Building, Italy, that has 34 sets of IoT sensors and actuators. Experiments

were performed that tested the effect of segmenting the physical space into different sized virtual cubes. Experiments

were also conducted concerning the distribution of the software architecture. The results show that using centralized

architectural pattern with a segmentation of the space into large cubes is the only feasible solution.
 
  Address University of L'Aquila, Italy;University of Grenoble  
  Corporate Author Thesis  
  Publisher Iscram Place of Publication Valencia, Spain Editor Franco, Z.; González, J.J.; Canós, J.H.  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 978-84-09-10498-7 Medium  
  Track T5- Intelligent and Semantic Web Systems Expedition Conference 16th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2019)  
  Notes Approved no  
  Call Number Serial 1986  
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Author Graham Coates; Glenn I. Hawe; Duncan T. Wilson; Roger S. Crouch pdf  isbn
openurl 
  Title Adaptive co-ordinated emergency response to rapidly evolving large-scale unprecedented events (REScUE) Type Conference Article
  Year 2011 Publication 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011 Abbreviated Journal ISCRAM 2011  
  Volume Issue Pages  
  Keywords Artificial intelligence; Decision support systems; Information systems; Adaptive search method; Agent based simulation; Co-ordination; Decision supports; Emergency response; Geographical locations; Integrated frameworks; Team composition and task allocations; Emergency services  
  Abstract This paper presents an overview of ongoing research into the development of an integrated framework aimed at adaptive co-ordination of emergency response to dynamic, fast evolving and novel events on a large-scale. The framework consists of (i) a decision support system, supported by rapid adaptive search methods, to enable the real time development of tailored response plans including emergency responder team composition and task allocation to these teams, and (ii) an agent-based simulation of emergency response to large-scale events occurring in real geographical locations. The aim of this research is to contribute to understanding how better agent-based simulation coupled with decision support can be used to enable the effective co-ordination of emergency response, involving the collective efforts and actions of multiple agencies (ambulance services, fire brigades, police forces and emergency planning units), to rapidly evolving large-scale unprecedented events.  
  Address Durham University, United Kingdom  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Lisbon Editor M.A. Santos, L. Sousa, E. Portela  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9789724922478 Medium  
  Track Intelligent Systems Expedition Conference 8th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 402  
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Author Cody Buntain; Richard Mccreadie; Ian Soboroff pdf  openurl
  Title Incident Streams 2020: TRECIS in the Time of COVID-19 Type Conference Article
  Year 2021 Publication ISCRAM 2021 Conference Proceedings – 18th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal Iscram 2021  
  Volume Issue Pages 621-639  
  Keywords Emergency Management, Crisis Informatics, Twitter, Categorization, Prioritization, COVID-19  
  Abstract Between 2018 and 2019, the Incident Streams track (TREC-IS) has developed standard approaches for classifying the types and criticality of information shared in online social spaces during crises, but the introduction of SARS-CoV-2 has shifted the landscape of online crises substantially. While prior editions of TREC-IS have lacked data on large-scale public-health emergencies as these events are exceedingly rare, COVID-19 has introduced an over-abundance of potential data, and significant open questions remain about how existing approaches to crisis informatics and datasets built on other emergencies adapt to this new context. This paper describes how the 2020 edition of TREC-IS has addressed these dual issues by introducing a new COVID-19-specific task for evaluating generalization of existing COVID-19 annotation and system performance to this new context, applied to 11 regions across the globe. TREC-IS has also continued expanding its set of target crises, adding 29 new events and expanding the collection of event types to include explosions, fires, and general storms, making for a total of 9 event types in addition to the new COVID-19 events. Across these events, TREC-IS has made available 478,110 COVID-related messages and 282,444 crisis-related messages for participant systems to analyze, of which 14,835 COVID-related and 19,784 crisis-related messages have been manually annotated. Analyses of these new datasets and participant systems demonstrate first that both the distributions of information type and priority of information vary between general crises and COVID-19-related discussion. Secondly, despite these differences, results suggest leveraging general crisis data in the COVID-19 context improves performance over baselines. Using these results, we provide guidance on which information types appear most consistent between general crises and COVID-19.  
  Address New Jersey Institute of Technology; University of Glasgow; National Institute of Standards and Technology  
  Corporate Author Thesis  
  Publisher Virginia Tech Place of Publication Blacksburg, VA (USA) Editor Anouck Adrot; Rob Grace; Kathleen Moore; Christopher W. Zobel  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 978-1-949373-61-5 ISBN Medium  
  Track Social Media for Disaster Response and Resilience Expedition Conference 18th International Conference on Information Systems for Crisis Response and Management  
  Notes cbuntain@njit.edu Approved no  
  Call Number ISCRAM @ idladmin @ Serial 2360  
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Author Cody Buntain; Richard Mccreadie; Ian Soboroff pdf  isbn
openurl 
  Title Incident Streams 2021 Off the Deep End: Deeper Annotations and Evaluations in Twitter Type Conference Article
  Year 2022 Publication ISCRAM 2022 Conference Proceedings – 19th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal Iscram 2022  
  Volume Issue Pages 584-604  
  Keywords Emergency Management; Crisis Informatics; Twitter; Categorization; Priorization; Multi-Modal; Public Safety; PSCR; TREC  
  Abstract This paper summarizes the final year of the four-year Text REtrieval Conference Incident Streams track (TREC-IS), which has produced a large dataset comprising 136,263 annotated tweets, spanning 98 crisis events. Goals of this final year were twofold: 1) to add new categories for assessing messages, with a focus on characterizing the audience, author, and images associated with these messages, and 2) to enlarge the TREC-IS dataset with new events, with an emphasis of deeper pools for sampling. Beyond these two goals, TREC-IS has nearly doubled the number of annotated messages per event for the 26 crises introduced in 2021 and has released a new parallel dataset of 312,546 images associated with crisis content – with 7,297 tweets having annotations about their embedded images. Our analyses of this new crisis data yields new insights about the context of a tweet; e.g., messages intended for a local audience and those that contain images of weather forecasts and infographics have higher than average assessments of priority but are relatively rare. Tweets containing images, however, have higher perceived priorities than tweets without images. Moving to deeper pools, while tending to lower classification performance, also does not generally impact performance rankings or alter distributions of information-types. We end this paper with a discussion of these datasets, analyses, their implications, and how they contribute both new data and insights to the broader crisis informatics community.  
  Address University of Maryland, College Park (UMD); University of Glasgow; National Institute of Standards and Technology (NIST)  
  Corporate Author Thesis  
  Publisher Place of Publication Tarbes, France Editor Rob Grace; Hossein Baharmand  
  Language English Summary Language Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 978-82-8427-099-9 Medium  
  Track Social Media for Crisis Management Expedition Conference  
  Notes Approved no  
  Call Number ISCRAM @ idladmin @ Serial 2441  
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Author Linn Marks Collins; James E. Powell Jr.; Carolyn E Dunford; Ketan K. Mane; Mark L.B. Martinez pdf  isbn
openurl 
  Title Emergency information Synthesis and awareness using E-SOS Type Conference Article
  Year 2008 Publication Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2008  
  Volume Issue Pages 618-623  
  Keywords Human computer interaction; Information management; Information science; Information systems; Web services; Websites; Awareness tool; Cognitive overload; Emergency Response Information Systems; Information synthesis; Information visualization; User centered designs; Systems engineering  
  Abstract In an emergency, people need to be able to report and find relevant information quickly. Fulfilling these information needs is the design goal of E-SOS: Emergency Situation Overview and Synthesis, a research project in progress. E-SOS will consist of (1) a website where users can report information, (2) web services that find and synthesize related information from multiple sources, and (3) interface tools that visualize and display links to this information. In this paper we describe three of these services and tools: the topic, geographic, and information space awareness tools. When a user writes a report, the topic awareness tool will execute a federated search and display links to related information. The information space awareness tool will highlight these links in a visualization of the information space. If the user refers to a location, the geographic awareness tool will focus a map on this location and display topic-related icons.  
  Address Los Alamos National Laboratory Research Library, Knowledge Systems and Human-Computer Interaction Team, Los Alamos, NM 87545-1362, United States  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Washington, DC Editor F. Fiedrich, B. Van de Walle  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9780615206974 Medium  
  Track HCI for Emergencies Expedition Conference 5th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 403  
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Author Tina Comes; Frank Schätter; Frank Schultmann pdf  isbn
openurl 
  Title Building robust supply networks for effective and efficient disaster response Type Conference Article
  Year 2013 Publication ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2013  
  Volume Issue Pages 230-240  
  Keywords Decision support systems; Disaster prevention; Disasters; Distribution of goods; Efficiency; Information systems; Optimization; Decision supports; Effectiveness; Humanitarian relief; Multi-criteria decision analysis; Optimisations; Supply networks; Emergency services  
  Abstract The effective and efficient distribution of relief goods is a key challenge in disaster management. Typically, adhoc supply networks (SNs) need to be built, in which various actors with different interests collaborate. Although information is sparse and highly uncertain, time for SN design is short, and important strategic decisions (e.g., location of facilities), whose revision requires investing substantial time, effort and resources, must be made promptly. This paper presents an iterative approach for the design of robust SNs that combines (i) an optimisation model to identify promising alternatives to be analysed in detail, (ii) a scenario-based approach to analyse the weaknesses of these alternatives and generate alternative solutions for comparison and benchmarking, and (iii) a decision support module for detailed comparisons and consensus building. By following the iterative approach, successively robust SNs are created to enable effective and efficient disaster response. We illustrate our approach by an example from the Haiti 2010 earthquake.  
  Address Institute for Industrial Production, KIT, Germany  
  Corporate Author Thesis  
  Publisher Karlsruher Institut fur Technologie Place of Publication KIT; Baden-Baden Editor T. Comes, F. Fiedrich, S. Fortier, J. Geldermann and T. Müller  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9783923704804 Medium  
  Track Decision Support Systems Expedition Conference 10th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 404  
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Author Tina Comes; Claudine Conrado; Michael Hiete; Michiel Kamermans; Gregor Pavlin; Niek Wijngaards pdf  openurl
  Title An intelligent decision support system for decision making under uncertainty in distributed reasoning frameworks Type Conference Article
  Year 2010 Publication ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings Abbreviated Journal ISCRAM 2010  
  Volume Issue Pages  
  Keywords Automation; Civil defense; Decision making; Decision support systems; Disasters; Expert systems; Information systems; Intelligent systems; Multi agent systems; Risk management; Decision making under uncertainty; Distributed decision support systems; Distributed reasonings; Emergency management; Intelligent decision support systems; Multi-criteria decision analysis; Scenario-based; Theoretical framework; Information filtering  
  Abstract This paper presents an intelligent system facilitating better-informed decision making under severe uncertainty as found in emergency management. The construction of decision-relevant scenarios, being coherent and plausible descriptions of a situation and its future development, is used as a rationale for collecting, organizing, filtering and processing information for decision making. The development of scenarios is geared to assessing decision alternatives, thus avoiding time-consuming analysis and processing of irrelevant information. The scenarios are constructed in a distributed setting allowing for a flexible adaptation of reasoning (principles and processes) to the problem at hand and the information available. This approach ensures that each decision can be founded on a coherent set of scenarios, which was constructed using the best expertise available within a limited timeframe. Our theoretical framework is demonstrated in a distributed decision support system by orchestrating both automated systems and human experts into workflows tailored to each specific problem.  
  Address Institute for Industrial Production, Karlsruhe Institute of Technology (KIT), Germany; D-CIS Lab / Thales Research and Technology, Netherlands  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Seattle, WA Editor S. French, B. Tomaszewski, C. Zobel  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN Medium  
  Track Intelligent Systems Expedition Conference 7th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 406  
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Author Tina Comes; Niek Wijngaards; Frank Schultmann pdf  isbn
openurl 
  Title Efficient scenario updating in emergency management Type Conference Article
  Year 2012 Publication ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2012  
  Volume Issue Pages  
  Keywords Decision support systems; Disasters; Graph theory; Information systems; Risk management; Decision makers; Emergency management; Formalisation; Large volumes; Multicriteria decision support; Scenario management; Scenario-based; Situation awareness; Civil defense  
  Abstract Emergency managers need to assess, combine and process large volumes of information with varying degrees of (un)certainty. To keep track of the uncertainties and to facilitate gaining an understanding of the situation, the information is combined into scenarios: stories about the situation and its development. As the situation evolves, typically more information becomes available and already acknowledged information is changed or revised. Meanwhile, decision-makers need to keep track of the scenarios including an assessment whether the infor-mation constituting the scenario is still valid and relevant for their purposes. Standard techniques to support sce-nario updating usually involve complete scenario re-construction. This is far too time-consuming in emergency management. Our approach uses a graph theoretical scenario formalisation to enable efficient scenario updating. MCDA techniques are employed to decide whether information changes are sufficiently important to warrant scenario updating. A brief analysis of the use-case demonstrates a large gain in efficiency. © 2012 ISCRAM.  
  Address Institute for Industrial Production (IIP), Karlsruhe Institute of Technology (KIT), Germany; Thales Research and Technology Netherlands, D-CIS Lab, Germany  
  Corporate Author Thesis  
  Publisher Simon Fraser University Place of Publication Vancouver, BC Editor L. Rothkrantz, J. Ristvej, Z.Franco  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9780864913326 Medium  
  Track Track Decision Support Methods for Complex Crises Expedition Conference 9th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 94  
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Author Louise K. Comfort; Brian A. Chalfant; Jee Eun Song; Mengyao Chen; Brian Colella pdf  isbn
openurl 
  Title Managing information processes in disaster events: The impact of superstorm sandy on business organizations Type Conference Article
  Year 2014 Publication ISCRAM 2014 Conference Proceedings – 11th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2014  
  Volume Issue Pages 230-239  
  Keywords Disasters; Information systems; Societies and institutions; Storms; Business organizations; Community resiliences; Disaster response; Emergency response systems; Government agencies; Intergovernmental communication and coordination; Non profit organizations; Organizational network; Emergency services  
  Abstract Building community resilience to natural disasters represents a major policy priority for the United States as hazards impact vulnerable urban regions with increasing frequency and severity. Applying network analysis techniques, we examine the dynamics of emergency response to Superstorm Sandy, which struck the United States east coast in late October 2012 and caused over $72 billion in damages. Drawing on a variety of data sources and analytical techniques, we document the storm's impact on a system of interacting private, public, and nonprofit organizations. We find that the storm's response network exhibited clear patterns of information gaps and flows among different types of organizations. Our findings suggest a general lack of communication between government agencies and businesses, an area of potential improvement in future regional-scale emergency response systems.  
  Address Center for Disaster Management, University of Pittsburgh, United States  
  Corporate Author Thesis  
  Publisher The Pennsylvania State University Place of Publication University Park, PA Editor S.R. Hiltz, M.S. Pfaff, L. Plotnick, and P.C. Shih.  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9780692211946 Medium  
  Track Decision Support Systems Expedition Conference 11th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 409  
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Author Louise K. Comfort; Brian Colella; Mark Voortman; Scott Connelly; Jill L. Drury; Gary L. Klein; Wukich pdf  isbn
openurl 
  Title Real-time decision making in urgent events: Modeling options for action Type Conference Article
  Year 2013 Publication ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2013  
  Volume Issue Pages 571-580  
  Keywords Information systems; Managers; Bayesian model; Decision space; Emergency response; Option awareness; Situation awareness; Decision making  
  Abstract Decision making in extreme events presents a difficult challenge to emergency managers who are legally responsible for protecting life, property, and maintaining continuity of operations for their respective organizations or communities. Prior research has identified the benefits of gaining situation awareness in rapidly changing disaster contexts, but situation awareness is not always sufficient. We have investigated “option awareness” and the decision space to provide cognitive support for emergency managers to simulate computationally possible outcomes of different options before they make a decision. Employing a user-centered design process, we developed a computational model that rapidly generates ranges of likely outcomes for different options and displays them visually through a prototype decision-space interface that allows rapid comparison of the options. Feedback from emergency managers suggests that decision spaces may enable emergency managers to consider a wider range of options for decisions and may facilitate more targeted, effective decision making under uncertain conditions.  
  Address Center for Disaster Management, University of Pittsburgh, Pittsburgh, PA, United States; MITRE Corporation, Bedford, MA and McLean, VA, United States; Department of Political Science, Sam Houston State University, Huntsville, TX, United States  
  Corporate Author Thesis  
  Publisher Karlsruher Institut fur Technologie Place of Publication KIT; Baden-Baden Editor T. Comes, F. Fiedrich, S. Fortier, J. Geldermann and T. Müller  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9783923704804 Medium  
  Track Innovations in Research Expedition Conference 10th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 411  
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Author Louise K. Comfort; Milos Hauskrecht; Jeen-Shang Lin pdf  isbn
openurl 
  Title Dynamic networks: Modeling change in environments exposed to risk Type Conference Article
  Year 2008 Publication Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2008  
  Volume Issue Pages 576-585  
  Keywords Adaptive systems; Complex networks; Information systems; Models; Small-world networks; Complex adaptive systems; Dynamic environments; Emergency response systems; Interdependent systems; Situational assessment; Sociotechnical systems; Transportation system; University of Pittsburgh; Risk assessment  
  Abstract Modeling the interaction between interdependent systems in dynamic environments represents a promising approach to enabling communities to assess and manage the recurring risk to which they are exposed. We frame the problem as a complex, adaptive system, examining the interaction between transportation and emergency response as a socio-technical system. Using methods of spatial and statistical analysis, we overlaid the engineered transportation system on the organizational emergency response system to identify the thresholds of fragility in each. We present a research design and preliminary results from a small-scale study conducted in the Pittsburgh Metropolitan Region that examined the interaction between the transportation and emergency response systems. These results informed the design of a Situational Assessment Module for emergency managers, currently under development at the University of Pittsburgh.  
  Address University of Pittsburgh, United States  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Washington, DC Editor F. Fiedrich, B. Van de Walle  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9780615206974 Medium  
  Track Impact of Disasters on Industry and Economic Effects Expedition Conference 5th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 410  
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Author Sherri L. Condon; Jason R. Robinson pdf  isbn
openurl 
  Title Communication media use in emergency response management Type Conference Article
  Year 2014 Publication ISCRAM 2014 Conference Proceedings – 11th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal ISCRAM 2014  
  Volume Issue Pages 687-696  
  Keywords Information systems; Managers; Catastrophic event; Communication media; Emergency response; Emergency response management; Information and Communication Technologies; Instant messaging; Social media; University campus; Emergency services  
  Abstract The communications of emergency response managers were tracked during simulated catastrophic events at a university campus in the Washington, D.C. region. Local, state, and federal response managers interacted with each other and with students using a variety of communication media in order to investigate the utility of new communication channels for emergency response management. Students and emergency managers interacted using a Twitter-like platform and a portal built with Ushahidi crowd-sourcing software. The emergency managers also used a chat interface that included private instant messaging, telephone, and the county's existing emergency web portal. Their media use was analyzed along with the functions of their communications, and the patterns that emerged are described and quantified.  
  Address MITRE Corporation, United States  
  Corporate Author Thesis  
  Publisher The Pennsylvania State University Place of Publication University Park, PA Editor S.R. Hiltz, M.S. Pfaff, L. Plotnick, and P.C. Shih.  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9780692211946 Medium  
  Track Social Media in Crisis Response and Management Expedition Conference 11th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 412  
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Author Congcong Wang; Paul Nulty; David Lillis pdf  openurl
  Title Crisis Domain Adaptation Using Sequence-to-Sequence Transformers Type Conference Article
  Year 2021 Publication ISCRAM 2021 Conference Proceedings – 18th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal Iscram 2021  
  Volume Issue Pages 655-666  
  Keywords Domain Adaptation, Emergency Response, Social media, Transformers  
  Abstract User-generated content (UGC) on social media can act as a key source of information for emergency responders incrisis situations. However, due to the volume concerned, computational techniques are needed to effectively filter and prioritise this content as it arises during emerging events. In the literature, these techniques are trained using annotated content from previous crises. In this paper, we investigate how this prior knowledge can be best leveraged for new crises by examining the extent to which crisis events of a similar type are more suitable for adaptation tonew events (cross-domain adaptation). Given the recent successes of transformers in various language processing tasks, we propose CAST: an approach for Crisis domain Adaptation leveraging Sequence-to-sequence Transformers. We evaluate CAST using two major crisis-related message classification datasets. Our experiments show that ourCAST-based best run without using any target data achieves the state of the art performance in both in-domain and cross-domain contexts. Moreover, CAST is particularly effective in one-to-one cross-domain adaptation when trained with a larger language model. In many-to-one adaptation where multiple crises are jointly used as the source domain, CAST further improves its performance. In addition, we find that more similar events are more likely to bring better adaptation performance whereas fine-tuning using dissimilar events does not help for adaptation. To aid reproducibility, we open source our code to the community.  
  Address University College Dublin; University College Dublin; University College Dublin  
  Corporate Author Thesis  
  Publisher Virginia Tech Place of Publication Blacksburg, VA (USA) Editor Anouck Adrot; Rob Grace; Kathleen Moore; Christopher W. Zobel  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 978-1-949373-61-5 ISBN Medium  
  Track Social Media for Disaster Response and Resilience Expedition Conference 18th International Conference on Information Systems for Crisis Response and Management  
  Notes wangcongcongcc@gmail.com Approved no  
  Call Number ISCRAM @ idladmin @ Serial 2362  
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Author Cornelius Dold; Christopher Munschauer; Ompe Aimé Mudimu pdf  isbn
openurl 
  Title Real-Life Exercises as a Tool in Security Research and Civil Protection – Options for Data Collections Type Conference Article
  Year 2020 Publication ISCRAM 2020 Conference Proceedings – 17th International Conference on Information Systems for Crisis Response and Management Abbreviated Journal Iscram 2020  
  Volume Issue Pages 244-250  
  Keywords Real-Life Exercises; Data Collection; Emergency Response; Civil Protection; Large-Scale Exercises  
  Abstract A real-life exercise is a scientific method used by the TH Köln to generate data sets of new technologies and operational concepts derived from research projects. The Institute of Rescue Engineering and Civil Protection (German acronym: IRG) uses a real-time locating system (RTLS), video surveillance, observers and a mass casualty incident benchmark to generate motion profiles, information flows and information on the quality of care. In this practitioner paper these different methods will be discussed and the combination of different data is described. Furthermore, an outlook is given on the extent to which the method will be improved and expand-ed in the future. Concluding it can be said that the combination of all collected data is essential for the evalua-tion of a real-life exercise in security research or civil protection.  
  Address TH Köln – University of Applied Sciences, Cologne; TH Köln – University of Applied Sciences, Cologne; TH Köln – University of Applied Sciences, Cologne  
  Corporate Author Thesis  
  Publisher Virginia Tech Place of Publication Blacksburg, VA (USA) Editor Amanda Hughes; Fiona McNeill; Christopher W. Zobel  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 978-1-949373-27-24 ISBN 2411-3410 Medium  
  Track Analytical Modeling and Simulation Expedition Conference 17th International Conference on Information Systems for Crisis Response and Management  
  Notes cornelius.dold@th-koeln.de Approved no  
  Call Number Serial 2225  
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Author Erman Coskun; Dilek Ozceylan pdf  isbn
openurl 
  Title Complexity in emergency management and disaster response information systems (EMDRIS) Type Conference Article
  Year 2011 Publication 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011 Abbreviated Journal ISCRAM 2011  
  Volume Issue Pages  
  Keywords Civil defense; Decision making; Disasters; Risk management; Complexity; Disaster response systems; Emergency management; Emergency responders; Emergency response; Emergency situation; Information systems and technologies; Systems complexity; Emergency services  
  Abstract Today emergencies seem more complex than ever. Process of managing these emergencies also becomes more complex because of increasing number of involved parties, increasing number of people affected, and increasing amount of resources. This complexity, inherent in emergency management, brings lots of challenges to decision makers and emergency responders. Information systems and technologies are utilized in different areas of emergency management. However complexity increases exponentially in emergency situations and it requires more sophisticated IS and IT and it makes response and management more challenging. Thus analyzing the root causes of emergency management information systems complexity is crucial for improving emergency response effectiveness. This paper frames the issue of information systems complexity by focusing on the types of complexities involved in emergency management phases and explaining each complexity type. We propose 6 different complexity types: Human Complexity, Technologic Complexity, Event Complexity, Interaction Complexity, Decision Making Complexity, and Cultural Complexity.  
  Address Sakarya University, Turkey  
  Corporate Author Thesis  
  Publisher Information Systems for Crisis Response and Management, ISCRAM Place of Publication Lisbon Editor M.A. Santos, L. Sousa, E. Portela  
  Language English Summary Language English Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2411-3387 ISBN 9789724922478 Medium  
  Track Advanced Research Methods and Unconventional Results Expedition Conference 8th International ISCRAM Conference on Information Systems for Crisis Response and Management  
  Notes Approved no  
  Call Number Serial 415  
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Author Cossentino, M.; Guastella, D.A.; Lopes, S.; Sabatucci, L. pdf  doi
openurl 
  Title Adaptive Execution of Workflows in Emergency Response Type Conference Article
  Year 2023 Publication Proceedings of the 20th International ISCRAM Conference Abbreviated Journal Iscram 2023  
  Volume Issue Pages 784-796  
  Keywords Emergency Management; Disaster Response; Adaptive Workflow Execution; Standard Operating Procedure (SOP)  
  Abstract In emergencies, preparation is of paramount importance but it is not sufficient. As we know, emergency agencies develop extensive (text) plans to deal with accidents that could occur in their territories; their personnel train to enact such procedures, but, despite that, the unpredictable conditions that occur during an emergency require the ability to adapt the plan promptly. This paper deals with the last mile of a process we defined for enabling the adaptive execution of such emergency plans. In previous works, we discussed how to convert a free-text plan into a structured-text form, represent this plan using standard modelling notations, and extract goals that plans prescribe to be fulfilled. In this paper, we propose an approach for executing these plans with a workflow execution engine enriched by the capability to support runtime adaptation.  
  Address National Research Council of Italy (CNR); Machine Learning Group Université Libre de Bruxelles; National Research Council of Italy (CNR); National Research Council of Italy (CNR)  
  Corporate Author Thesis  
  Publisher University of Nebraska at Omaha Place of Publication Omaha, USA Editor Jaziar Radianti; Ioannis Dokas; Nicolas Lalone; Deepak Khazanchi  
  Language English Summary Language Original Title  
  Series Editor Hosssein Baharmand Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition 1  
  ISSN ISBN Medium  
  Track Applications, Tools, and Components for Crisis Management Expedition Conference  
  Notes http://dx.doi.org/10.59297/ZOZS6664 Approved no  
  Call Number ISCRAM @ idladmin @ Serial 2566  
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