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| Author | Michael Auer; Melanie Eckle; Sascha Fendrich; Luisa Griesbaum; Fabian Kowatsch; Sabrina Marx; Martin Raifer; Moritz Schott; Rafael Troilo; Alexander Zipf | ||||
| Title | Towards Using the Potential of OpenStreetMap History for Disaster Activation Monitoring | Type | Conference Article | ||
| Year | 2018 | Publication | ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management | Abbreviated Journal | Iscram 2018 |
| Volume | Issue | Pages | 317-325 | ||
| Keywords | OpenStreetMap, OpenStreetMap History, Disaster management, Humanitarian OpenStreetMap Team, Street network analyses | ||||
Abstract  |
“Over the last couple of years, the growing OpenStreetMap (OSM) data base repeatedly proved its potential for various use cases, including disaster management. Disaster mapping activations show increasing contributions, but oftentimes raise questions related to the quality of the provided \emph{Volunteered Geographic Information} (VGI). In order to better monitor and understand OSM mapping and data quality, we developed a software platform that applies big data technology to OSM full history data. OSM full history data monitoring allows detailed analyses of the OSM data evolution and the detection of remarkable patterns over time. This paper illustrates the specific potential of the platform for disaster activations by means of two case studies. Initial results demonstrate that our flexible and scalable platform structure enables fast and easy information extraction and supports mapping processes and data quality assurance.” | ||||
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| Corporate Author | Thesis | ||||
| Publisher | Rochester Institute of Technology | Place of Publication | Rochester, NY (USA) | Editor | Kees Boersma; Brian Tomaszeski |
| Language | English | Summary Language | English | Original Title | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | 2411-3387 | ISBN | 978-0-692-12760-5 | Medium | |
| Track | Geospatial Technologies and Geographic Information Science for Crisis Management (GIS) | Expedition | Conference | ISCRAM 2018 Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 2110 | |||
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| Author | Tom De Groeve; Zsofia Kugler; G. Robert Brakenridge | ||||
| Title | Near real time flood alerting for the global disaster alert and coordination system | Type | Conference Article | ||
| Year | 2007 | Publication | Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers | Abbreviated Journal | ISCRAM 2007 |
| Volume | Issue | Pages | 33-39 | ||
| Keywords | Disasters; Information systems; Coordination systems; Humanitarian aid; Information sources; Initial estimate; International media; Microwave remote sensing; Passive microwave measurements; Remote observation; Floods | ||||
| Abstract |
A new flood monitoring module is in development for the Global Disaster Alert and Coordination System (GDACS). GDACS is an information system designed to assist humanitarian responders with their decisions in the early onset after a disaster. It provides near-real time flood alerts with an initial estimate of the consequences based on computer models. Subsequently, the system gathers information in an automated way from relevant information sources such as international media, mapping and scientific organizations. The novel flood detection methodology is based on daily AMSR-E passive microwave measurement of 2500 flood prone sites on 1435 rivers in 132 countries. Alert thresholds are determined from the time series of the remote observations and these are validated using available flood archives (from 2002 to present). Preliminary results indicate a match of 47% between detected floods and flood archives. Individual tuning of thresholds per site should improve this result. | ||||
| Address | Joint Research Centre of the European Commission, Italy; Dartmouth Flood Observatory, United States | ||||
| Corporate Author | Thesis | ||||
| Publisher | Information Systems for Crisis Response and Management, ISCRAM | Place of Publication | Delft | Editor | B. Van de Walle, P. Burghardt, K. Nieuwenhuis |
| Language | English | Summary Language | English | Original Title | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | 2411-3387 | ISBN | 9789054874171; 9789090218717 | Medium | |
| Track | HOPS | Expedition | Conference | 4th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 430 | |||
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| Author | Kees Boersma; Julie Ferguson; Peter Groenewegen; Jeroen Wolbers | ||||
| Title | Beyond the myth of control: Toward network switching in disaster 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 | 125-129 | ||
| Keywords | Disaster prevention; Information systems; Networks (circuits); Switching; Adaptive capacity; Citizen involvement; Command and control; Disaster management; Disaster response; Humanitarian response; Interconnected network; Management structure; Disasters | ||||
| Abstract |
A novel, 'net-centric' approach to disaster management is challenging traditional forms of command and control, through technology-supported, self-directed networks of heterogeneous stakeholders including affected citizens. Citizen involvement in crisis response can strengthen the resilience of local communities, and improve the relevance and delivery of response, evidenced by increasingly important Web2.0-based platforms. While netcentric responses show promise as a principle, it remains unclear how networks can be integrated in shared response infrastructures. We draw on the concepts of 'programming' and 'switching' to suggest a different perspective by which to explore the potential and consequences of interconnected networks. Finally, we propose a research agenda that can help identify and understand switching points in disaster response, comparing a weakly formalized management structure, but strong in citizen involvement, with a strongly formalized management structure, but weak in citizen involvement. We thereby suggest how response organizations can relinquish their reliance on control and command approaches, increasing their adaptive capacity to capitalize on citizen-based information. | ||||
| Address | VU University Amsterdam, Netherlands | ||||
| 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 | Command and Control Studies | Expedition | Conference | 11th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 332 | |||
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| Author | Philipp Schwarz; Yan Wang; Stephan Lukosch; Heide Lukosch | ||||
| Title | Policy Gaming for Humanitarian Missions | Type | Conference Article | ||
| Year | 2017 | Publication | Proceedings of the 14th International Conference on Information Systems for Crisis Response And Management | Abbreviated Journal | Iscram 2017 |
| Volume | Issue | Pages | 814-823 | ||
| Keywords | simulation game; humanitarian aid; crisis management; requirements elicitation | ||||
| Abstract |
Aid workers increasingly face risks when working in crisis regions. In order to improve effectiveness and safety of humanitarians, it is of great importance to provide a well thought out real-time socio-technical support. Thus, new policies and innovative technological solutions need to be developed and integrated into humanitarian workflows. For the requirements elicitation process to realize this aspiration, we employ a board game approach that confronts players with situations aid workers experience in the field. From the first game session, we learned that the game is a valuable tool. It raises awareness to important challenges and trade-offs that humanitarians face. In addition, it is an effective catalyst for initiating a discussion on which system requirements are needed. Future work will include an update of the board game as well as sessions with the target group of practitioners to inform the development of a socio-technical system for humanitarian aid work. | ||||
| Address | Delft University of Technology | ||||
| Corporate Author | Thesis | ||||
| Publisher | Iscram | Place of Publication | Albi, France | Editor | Tina Comes, F.B., Chihab Hanachi, Matthieu Lauras, Aurélie Montarnal, eds |
| 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 | New Technologies for Crisis Management | Expedition | Conference | 14th International Conference on Information Systems for Crisis Response And Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 2067 | |||
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| Author | Marc van den Homberg; Jannis Visser; Maarten van der Veen | ||||
| Title | Unpacking Data Preparedness from a humanitarian prioritization perspective: towards an assessment framework at subnational level | Type | |||
| Year | 2017 | Publication | Proceedings of the 14th International Conference on Information Systems for Crisis Response And Management | Abbreviated Journal | Iscram 2017 |
| Volume | Issue | Pages | 2-13 | ||
| Keywords | Data preparedness; humanitarian response; information requirements | ||||
| Abstract |
All too often the collection as well as analysis of data for humanitarian response only starts once a disaster hits. This paper proposes a framework to assess Data Preparedness on five dimensions: Data Sets, Data Services and Tooling, Data Governance, Data Literacy, and Networked Organizations for Data. We demonstrate for one dimension, i.e. Data Sets, how it can be quantified. First step is to determine which Data Sets must be collected before a disaster strikes so that as many as possible decision-makers' information needs are covered. Subsequently, a Data Sets Preparedness Index can be calculated based on Completeness, Recency and Accuracy & Reliability. We tested the index for Malawi and The Philippines and show how it can be used to direct data collection and determine when data analysis for e.g. predicting severity becomes meaningful. The index can be modified for reporting on global policies such as the Sustainable Development Goals. | ||||
| Address | 510.global, Netherlands Red Cross | ||||
| Corporate Author | Thesis | ||||
| Publisher | Iscram | Place of Publication | Albi, France | Editor | Tina Comes, F.B., Chihab Hanachi, Matthieu Lauras, Aurélie Montarnal, eds |
| 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 | Population and Priority Needs in a Limited Access Crisis | Expedition | Conference | 14th International Conference on Information Systems for Crisis Response And Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 1995 | |||
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| Author | Rahul Pandey; Gaurav Bahl; Hemant Purohit | ||||
| Title | EMAssistant: A Learning Analytics System for Social and Web Data Filtering to Assist Trainees and Volunteers of Emergency Services | 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 | Training System, Disaster Management, Active Learning, Humanitarian Technology, Social Media Mining | ||||
| Abstract |
An increasing number of Machine Learning based systems are being designed to filter and visualize the relevant information from social media and web streams for disaster management. Given the dynamic disaster events, the notion of relevant information evolves, and thus, the active learning techniques are often considered to keep updating the predictive models for the relevant information filtering. However, the active relevant feedback provided by the human annotators to update the models are not validated. As a result, they can introduce unconscious biases in the learning process of humans and can result in an inaccurate or inefficient predictive system. Therefore, this paper describes the design and implementation of an open-source technology-based learning analytics system ? EMAssistant ? for the emergency volunteers or practitioners – referred as the trainee, to enhance their experiential learning cycle with the cause-effect reasoning on providing relevant feedback to the machine learning model. This continuous integration between the cause (providing feedback) and the effect (observing predictions from the updated model) in a visual form will likely to improve the understanding of the trainees to provide more accurate feedback. We propose to present the system design as well as provide hands-on exercises for the conference session. |
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| Address | George Mason University, United States of America | ||||
| 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 | T12- Tool Talks | Expedition | Conference | 16th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2019) | |
| Notes | Approved | no | |||
| Call Number | Serial | 1900 | |||
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| Author | Rachel L. Finn; Hayley Watson; Kush Wadhwa | ||||
| Title | Exploring big ?crisis? data in action: potential positive and negative externalities | 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 | Big data; crisis data; humanitarian aid; social impacts; social media | ||||
| Abstract |
As growing emphasis is placed on engaging with big ?crisis? data, including data from social media, GPS, and satellite, adequate policies and measures must be in place in order to use this data in an ethically and legally responsible manner. The current working paper introduces the BYTE study, which is working towards identifying and understanding the various positive and negative externalities, or impacts, associated with the use of big ?crisis? data. This insight paper provides a preliminary discussion of various externalities that may be encountered in this study. By doing so, the authors highlight the need for additional research in this area to promote ethically and legally responsible crisis data practices. | ||||
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| 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 | Ethical, Legal and Social Issues | Expedition | Conference | ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 1206 | |||
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| Author | Christian Siemen; Roberto dos Santos Rocha; Roelof P. van den Berg; Bernd Hellingrath; João Porto de Albuquerque | ||||
| Title | Collaboration among Humanitarian Relief Organizations and Volunteer Technical Communities: Identifying Research Opportunities and Challenges through a Systematic Literature Review | Type | Conference Article | ||
| Year | 2017 | Publication | Proceedings of the 14th International Conference on Information Systems for Crisis Response And Management | Abbreviated Journal | Iscram 2017 |
| Volume | Issue | Pages | 1043-1054 | ||
| Keywords | Volunteer Technical Communities; Response Agencies; Disaster Management; Decision-Making; Humanitarian Logistics | ||||
| Abstract |
Collaboration is the foundation to strengthen disaster preparedness and for effective emergency response actions at all levels. Some studies have highlighted that remote volunteers, i.e., volunteers supported by Web 2.0 technologies, possess the potential to strengthen humanitarian relief organizations by offering information regarding disaster-affected people and infrastructure. Although studies have explored various aspects of this topic, none of those provided an overview of the state-of-the-art of researches on the collaboration among humanitarian organizations and communities of remote volunteers. With the aim of overcoming this gap, a systematic literature review was conducted on the existing research works. Therefore, the main contribution of this work lies in examining the state of research in this field and in identifying potential research gaps. The results show that most of the research works addresses the general domain of disaster management, whereas only few of them address the domain of humanitarian logistics. | ||||
| Address | University of Münster, Münster, Germany; University of São Paulo, São Carlos, Brazil | ||||
| Corporate Author | Thesis | ||||
| Publisher | Iscram | Place of Publication | Albi, France | Editor | Tina Comes, F.B., Chihab Hanachi, Matthieu Lauras, Aurélie Montarnal, eds |
| 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 | Future Trends | Expedition | Conference | 14th International Conference on Information Systems for Crisis Response And Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 2087 | |||
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| Author | Carleen Maitland; Louis-Marie Ngamassi Tchouakeu; Andrea H. Tapia | ||||
| Title | Information management and technology issues addressed by humanitarian relief coordination bodies | Type | Conference Article | ||
| Year | 2009 | Publication | ISCRAM 2009 – 6th International Conference on Information Systems for Crisis Response and Management: Boundary Spanning Initiatives and New Perspectives | Abbreviated Journal | ISCRAM 2009 |
| Volume | Issue | Pages | |||
| Keywords | Information systems; Information technology; Coordination bodies; Humanitarian relief; Inter-organizational coordinations; Organizational barriers; Organizational change; Technology issues; Information management | ||||
| Abstract |
Coordination bodies that attempt to overcome coordination barriers in humanitarian relief face many challenges. Among them are general organizational barriers to coordination as well as functionally-oriented barriers arising specifically from information management (IM) and information technology (IT) issues. Based on data collected from three coordination bodies, the research presented here examines IM and IT-related barriers, identifying similarities and differences between them as well as requirements for resolving them. The research finds that while many similarities exist, resolving IM issues typically requires higher levels of organizational change as compared to IT-related barriers. The research concludes that coordination bodies need to address a mixture of IT and IM related issues both to foster better coordination but also to ensure their efforts are successful. | ||||
| Address | College of Information Sciences and Technology, Penn State University, United States | ||||
| Corporate Author | Thesis | ||||
| Publisher | Information Systems for Crisis Response and Management, ISCRAM | Place of Publication | Gothenburg | Editor | J. Landgren, S. Jul |
| Language | English | Summary Language | English | Original Title | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | 2411-3387 | ISBN | 9789163347153 | Medium | |
| Track | Humanitarian Actions and Operations | Expedition | Conference | 6th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 737 | |||
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| Author | Petra Füreder; Stefan Lang; Michael Hagenlocher; Dirk Tiede; Lorenz Wendt; Edith Rogenhofer | ||||
| Title | Earth observation and GIS to support humanitarian operations in refugee/IDP camps | 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 | Geospatial information products; humanitarian operations; OBIA; refugee/IDP camps; satellite imagery | ||||
| Abstract |
Critical information on refugee/internally displaced people (IDP) camps can be provided to humanitarian organisations to support planning of emergency response and relief using multi-temporal and multi-scale information from satellite imagery and GIS data. Since 2011 we are providing Earth observation-based information services to Médecins Sans Frontières (MSF) on demand. A service on population monitoring has already reached an operational stage. Thereby indicators on population are derived by automated dwelling extraction from (multi-temporal) very high resolution (VHR) satellite imagery. Based on such information, further added-value products are provided to analyse internal camp structure or camp evolution. Two additional services to support groundwater extraction and assess the impact of the camps on the environment are currently under development. So far twenty-five sites in nine countries have been analysed and more than a hundred maps were provided to MSF and other humanitarian organisations. | ||||
| 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 | Geospatial Data and Geographical Information Science | Expedition | Conference | ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 1215 | |||
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| Author | Adam Widera; Sandra Lechtenberg; Gaby Gurczik; Sandra Bähr; Bernd Hellingrath | ||||
| Title | Integrated Logistics and Transport Planning in Disaster Relief Operations | Type | Conference Article | ||
| Year | 2017 | Publication | Proceedings of the 14th International Conference on Information Systems for Crisis Response And Management | Abbreviated Journal | Iscram 2017 |
| Volume | Issue | Pages | 752-764 | ||
| Keywords | Humanitarian Logistics; Logistics Planning; Transport Planning; Use Case; Simulation; Routing | ||||
| Abstract |
Decision making in the area of humanitarian logistics and supply chain management often suffers because of the interrelations between planning horizons, tasks, and crisis management lifecycle phases. In this paper, we present a method, an exemplary prototypical implementation and its evaluation within a relief organization. Based on a structured literature analysis (a review of existing information systems as well as a consideration of ongoing research projects), basic requirements for an integrated logistics and transport planning approach were derived. Together with end-user involvement, these results were used to design and prototype a concept of an appropriate information system, which was applied and evaluated in a tabletop exercise. The generated results are promising in terms of having a positive impact on the logistics effectiveness. In combination with the identified limitations, our results promise to have an impact on future ISCRAM research. | ||||
| Address | Chair of Information Systems and Supply Chain Management, University of Münster; German Aerospace Center, Institute of Transportation Systems | ||||
| Corporate Author | Thesis | ||||
| Publisher | Iscram | Place of Publication | Albi, France | Editor | Tina Comes, F.B., Chihab Hanachi, Matthieu Lauras, Aurélie Montarnal, eds |
| 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 | Logistics and Supply-Chain | Expedition | Conference | 14th International Conference on Information Systems for Crisis Response And Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 2062 | |||
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| Author | Aladdin Shamoug; Stephen Cranefield; Grant Dick | ||||
| Title | Information Retrieval for Humanitarian Crises via a Semantically Classified Word Embedding | Type | Conference Article | ||
| Year | 2018 | Publication | Proceedings of ISCRAM Asia Pacific 2018: Innovating for Resilience – 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific. | Abbreviated Journal | Iscram Ap 2018 |
| Volume | Issue | Pages | 132-144 | ||
| Keywords | Ontologies, Word Embedding, Information Retrieval, Humanitarian Crisis, Humanitarian Response. | ||||
| Abstract |
Decision-makers in humanitarian crisis need information to guide them in making critical decisions. Finding information in such environments is a challenging task. Therefore, decision-makers rely on domain experts who possess experience and knowledge from previous humanitarian crises to provide them with the information they need. In this paper, we explore the ability of the existing computing technologies to augment the capabilities of those experts and help decision-makers to make faster and better decisions. Among many computing technologies we have today, word embedding and the semantic web are able to support such augmentation of the domain expert. In this paper, we train a word embedding model using word2vec, transform words and terms from news archive to entities in domain ontology, annotate those entities with their equivalent concepts from upper ontologies, and reason about them using semantic similarity and semantic matching, to represent and retrieve knowledge, and answer questions of interest to decision-makers in humanitarian crises. The approach was evaluated by comparing the use of word embeddings with and without semantic classification for the retrieval of information about the current humanitarian crisis in Syria. | ||||
| Address | University of Otago; University of Otago; University of Otago | ||||
| Corporate Author | Thesis | ||||
| Publisher | Massey Univeristy | Place of Publication | Albany, Auckland, New Zealand | Editor | Kristin Stock; Deborah Bunker |
| Language | English | Summary Language | English | Original Title | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | ISBN | 978-0-473-45447-0 | Medium | ||
| Track | Data Issues for Situation/Disaster Awareness | Expedition | Conference | ISCRAM Asia Pacific 2018: Innovating for Resilience - 1st International Conference on Information Systems for Crisis Response and Management Asia Pacific | |
| Notes | aladdin.shamoug@postgrad.otago.ac.nz | Approved | no | ||
| Call Number | Serial | 1676 | |||
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| Author | Beate Rottkemper; Kathrin Fischer | ||||
| Title | Decision making in humanitarian logistics – A multi-objective optimization model for relocating relief goods during disaster recovery operations | 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 | 647-657 | ||
| Keywords | Budget control; Decision making; Disasters; Information systems; Mathematical models; Multiobjective optimization; Recovery; Constraint methods; Decision making support; Disaster situations; Humanitarian logistics; Humanitarian operations; Multi objective decision making; Multi-objective optimization models; Scenario Planning; Emergency services | ||||
| Abstract |
Disaster recovery operations rarely proceed smoothly and disruptions often require the redistribution of relief items. Such a redistribution has to be carried out taking into account both the current disruption and the uncertainty regarding possible future incidents in the respective area. As decisions have to be made fast in humanitarian operations, extensive optimization runs cannot be conducted in such a situation. Nevertheless, sensible decisions should be made to ensure an efficient redistribution, considering not only satisfaction of needs but also operational costs, as the budget is usually scarce in the recovery phase of a disaster. In this work, different scenarios are generated and then solved with a multiobjective optimization model to explore possible developments. By evaluating the results of these scenarios, decision rules are identified which can support the decision maker in the actual disaster situation in making fast, but nevertheless well-founded, decisions. | ||||
| Address | Institute for or and is Hamburg, University of Technology, 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 | Analytical Modelling and Simulation | Expedition | Conference | 10th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 895 | |||
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| Author | Henning Gösling; Jutta Geldermann. | ||||
| Title | Methodological tool kit for humanitarian logistics | 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 | 190-194 | ||
| Keywords | Disasters; Information systems; Operations research; Decision problems; Disaster areas; Humanitarian logistics; Methodological tools; Work-in-progress; Logistics | ||||
| Abstract |
Disasters trigger the need for relief items. The flows of relief items to the beneficiaries in the disaster area are determined by humanitarian logistics networks. The setup and operations of such networks can be supported by employing Operations Research models. Several models, based on different methodologies are available to support decision-making in the field of humanitarian logistics. This work-in-progress analysis suggests a structure of a methodological tool kit for humanitarian logistics. With its help, practitioners in the field of humanitarian logistics should be better equipped to find, compare, and apply available analytical models for their individual decision problem. To serve as an illustration, one OR model is presented in detail according to the proposed structure of the methodological tool kit. | ||||
| Address | University of Göttingen, Sweden | ||||
| 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 | Disaster Relief Supply Chain Management | Expedition | Conference | 11th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 538 | |||
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| Author | Ajay Kumar; Johnny Søraker | ||||
| Title | Ethics of Information Systems Design in Humanitarian Sector: Cultivating Humanitarian values among Technologists | 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 | Applied Ethics, Computer Ethics; Humanitarian Principles; Red Cross Code of Conduct; Value Sensitive Design | ||||
| Abstract |
Ethical considerations have been an important part of the humanitarian discourse for decades. The short paper aims to present insights from the point of view of a technology practitioner with field experience in the humanitarian sector and emphasise on the need for continued dialogue about the importance of ethics in design of appropriate technology. The paper advocates for a value sensitive design approach to information systems design and proposes the need for increasing sensitivity towards the issues in technologist working in the area and draws an outline for possible future research. | ||||
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| 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 | Practitioner Cases and Practitioner-Centered Research | Expedition | Conference | ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | yes | |||
| Call Number | Serial | 1267 | |||
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| Author | Katrina Petersen; Monika Büscher | ||||
| Title | Technology in Disaster Response and Management: Narratives of Ethical, Legal, and Social Issues | 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 | Computer Ethics; Disaster; Ethical; Humanitarian Principles; Legal and Social Issues; Value Sensitive Design | ||||
| Abstract |
Ethical, legal and social issues (ELSI) are widely recognised as important in IT innovation for crisis response and management. However, attention often struggles to get beyond theorising basic concepts, when the realities of how difficulties and opportunities manifest are complex and practical. Unless these realities are understood, solutions to ELSI will remain at the surface, missing opportunities to responsibly and creatively leverage the potential of IT in disaster response. This workshop brings together narratives of lived experiences of ethical, legal, and social issues encountered in the context of IT innovation in disaster response, and analyses of normative, policy and regulatory backgrounds. In this editorial, we motivate this turn to narrative, summarise the contributions that will be presented on the day, and set out some key questions. | ||||
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| 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 | Workshop | Expedition | Conference | ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | yes | |||
| Call Number | Serial | 1296 | |||
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| Author | Ahmed Abdeltawab Abdelgawad; Tina Comes | ||||
| Title | Evaluation Framework for the iTRACK Integrated System | 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 | Evaluation Framework, Software Testing, Software Usability, Software Usefulness, Humanitarian Disaster | ||||
| Abstract |
Evaluation and testing are major steps in the development of any information system, particularly if it is to be used in high-risk contexts such as conflicts. While thus far there are various approaches for testing against technology requirements; usability or usefulness, there is a lack of a comprehensive evaluation framework that combines the three elements. The lack of such a framework and commonly agreed standards constitutes a barrier for innovation, and at the same time imposes risks to responders if the technology is introduced without proper testing. This paper aims to close this gap. Based on a reviewing of evaluation methods and measurement metrics, we design a comprehensive evaluation framework including common code quality testing metrics, usability testing methods, subjective usefulness questionnaires, and performance indicators. We demonstrate our approach by using the example of an integrated system for the safety and security of humanitarian missions, and we highlight how our approach allows measuring the system?s quality and usefulness. | ||||
| Address | Centre for Integrated Emergency Management (CIEM), University of Agder, Norway | ||||
| 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 | T12- Tool Talks | Expedition | Conference | 16th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2019) | |
| Notes | Approved | no | |||
| Call Number | Serial | 1869 | |||
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| Author | Hossein Baharmand; Kees Boersma; Kenny Meesters; Femke Mulder; Jeroen Wolbers | ||||
| Title | A multidisciplinary perspective on supporting community disaster resilience in Nepal | 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 | Community Resilience; Multi-Disciplinary Research; Coordination; Humanitarian Logistics; Information Management | ||||
| Abstract |
Fostering community resilience in the aftermath of a disaster constitutes a significant challenge and requires an adequate understanding of the community?s specific capabilities and vulnerabilities. We carried out a field study in Nepal as a multi-disciplinary research team that explored how the humanitarian response enabled community resilience after the devastating earthquakes. We explored three elements of resilience: persistence, adaptability and transformability by zooming in and out between the local community and humanitarian organizations operating at the national level. Our combined insights from three disciplines, social sciences, information management and logistics, show that humanitarian organizations operating in Nepal still primarily aimed to (re)build community resilience ?from above? instead of enabling communities to strengthen their own resilience in a bottom up way. In this paper we contend that fostering an inclusive and networked response has the potential to strengthen the adaptive capacity of humanitarian organizations and community groups and boost local resilience. | ||||
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| 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 | Community Engagement and Practitioner Studies | Expedition | Conference | 13th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 1404 | |||
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| Author | Michael Howden | ||||
| Title | How humanitarian logistics information systems can improve humanitarian supply chains: A view from the field | Type | Conference Article | ||
| Year | 2009 | Publication | ISCRAM 2009 – 6th International Conference on Information Systems for Crisis Response and Management: Boundary Spanning Initiatives and New Perspectives | Abbreviated Journal | ISCRAM 2009 |
| Volume | Issue | Pages | |||
| Keywords | Disaster prevention; Disasters; Logistics; Supply chain management; Disaster management; Disaster management cycles; Humanitarian logistics; Humanitarian operations; Information flows; Sharing information; Information systems | ||||
| Abstract |
Humanitarian logistics represents a broad range of activities taking place within humanitarian organizations, the bulk of these activities are also components of a broader humanitarian supply chain – The network involved with providing physical aid to beneficiaries. Humanitarian logistics information systems improve information flows, which integrates logistics units more efficiently with non-logistics units within the humanitarian supply chains and provides better feedback to donors, ensuring more effective operations. Humanitarian logistics activities occur across the disaster management cycle. Humanitarian logistics information systems not only improve logistics activities in each phase, but can improve the continuity of humanitarian operations by sharing information throughout the transition of different disaster management cycle phases. Through collaboration between organizations, humanitarian logistics information systems also have the potential to reduce corruption and the market distortion which can occur during humanitarian operations. | ||||
| Address | Humanitarian Consultant, Germany | ||||
| Corporate Author | Thesis | ||||
| Publisher | Information Systems for Crisis Response and Management, ISCRAM | Place of Publication | Gothenburg | Editor | J. Landgren, S. Jul |
| Language | English | Summary Language | English | Original Title | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | 2411-3387 | ISBN | 9789163347153 | Medium | |
| Track | Humanitarian Actions and Operations | Expedition | Conference | 6th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 597 | |||
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| Author | Alexander F. Blecken; Bernd Hellingrath | ||||
| Title | Supply Chain Management software for humanitarian operations: Review and assessment of current tools | 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 | 342-351 | ||
| Keywords | Computer software; Disaster prevention; Disasters; Information systems; De facto standard; Disaster relief; Humanitarian operations; Humanitarian relief; State-of-the-art; Supply chain management softwares; Supply chain management | ||||
| Abstract |
Humanitarian operations in response to sudden and slow-onset crises have increased considerably both in terms of size and complexity over the last decade. This requires a coordinated approach by all actors involved in disaster or humanitarian relief efforts. Since the logistics part of disaster relief spending is accountable for a major part of disaster relief spending, it is natural to look at the supply chains of humanitarian organizations when searching for potentials for cooperation during humanitarian operations. In this paper, we have reviewed Supply Chain Management software currently used or piloted in humanitarian organizations. Their main features are presented and the tools are assessed according to criteria specific to supply chain management requirements of humanitarian operations. We find that while there is one tool which has the potential of becoming a de-facto standard, there are still gaps to be filled. | ||||
| Address | University of Paderborn, Germany; University of Paderborn, Fraunhofer-Institute for Material Flow and Logistics, Germany | ||||
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| 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 | Information Systems for Humanitarian Operations | Expedition | Conference | 5th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 329 | |||
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| Author | Laura Laguna Salvadó; Matthieu Lauras; Tina Comes; Mathieu Grenade | ||||
| Title | A Study on the Sub-Regionalization of Humanitarian Supply Chain: the IFRC Case | 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 | Humanitarian Supply Chain; Sub-Regional Network; Decision-Support Systems; Preparedness; Logistics network | ||||
| Abstract |
Humanitarian Supply Chain (HSC) performance is a key factor for disaster response. In order to be more responsive, the typical humanitarian supply strategy has evolved from a centralized to a decentralized network, generally at regional level. The objective was to reduce lead-times and costs. However, after a decade of working, organizations like the Americas and Caribbean International Federation of the Red Cross and Red Crescent (IFRC) have noticed that those objectives are only partially reached and have decided to go further in the evolution by developing sub-regionalized networks. In this study, we analyse the HSC sub-regionalization process to better understand the challenges and opportunities for humanitarian organizations. Three key aspects are point out: implementation, real-time monitoring and operations? cost-efficiency. Based on these results and considering the law maturity level of humanitarian organizations in terms of Information and Decision-Support Systems, we conclude with giving concrete guidelines for designing and developing ad-hoc monitoring and orchestrating systems. | ||||
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| 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 | Intelligent Decision Support in the Networked Society | Expedition | Conference | 13th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | yes | |||
| Call Number | Serial | 1327 | |||
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| Author | Laura Laguna Salvadó; Matthieu Lauras; Tina Comes | ||||
| Title | Humanitarian Value Stream Mapping: Application to the EBOLA Outbreak | 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 | Decision-Makers; Ebola Outbreak; Humanitarian Supply Chain; Value Stream Mapping | ||||
| Abstract |
Humanitarian Supply Chain Management serves as bridge between needs and aid provided. Flows of goods and information connect the field to headquarters, distribution to procurement, beneficiaries to donors. The problems of decision-making, information sharing and coordination can be studied with this special logistics focus. We present a Value Stream Mapping approach that provides a structure to analyze and understand the problems arising in practice, such as bottlenecks; waiting times; or misaligned procurement and distribution policies. We demonstrate our lean-management approach by using the ongoing Ebola Outbreak in West Africa as Case Study. | ||||
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| 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 | Decision Support Systems | Expedition | Conference | ISCRAM 2015 Conference Proceedings ? 12th International Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | yes | |||
| Call Number | Serial | 1283 | |||
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| Author | James Fielding Smith; Teo A. Babun Jr. | ||||
| Title | The port resiliency program (PReP): Upgrading Latin American and Caribbean ports | 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 | 538-545 | ||
| Keywords | Aircraft accidents; Airports; Disasters; Economic and social effects; Information systems; Recovery; Continuous improvements; Humanitarian relief; Latin America and the Caribbean; Man-made disasters; Port; Preparedness; Resiliency; Seaport; Ports and harbors | ||||
| Abstract |
Improving resiliency of airports and seaports can accelerate both humanitarian relief and economic and social recovery in regions struck by natural or manmade disasters. Ports are a critical element of effective disaster response, evacuation, and recovery. They are also essential to social and economic recovery following a disaster, especially on islands dependent on trade and isolated areas such as in the Latin America and the Caribbean region. The Port Resiliency Program (PReP) presents a practical framework to enhance port resiliency and improve evaluation to support continuous improvement. Approaches include analyzing strengths and weaknesses, fostering understanding, communication, and cooperation among stakeholders, caching essential resources ahead of time, building a comprehensive archive of literature, and targeting exercises to close gaps in preparedness. | ||||
| Address | AmericasRelief Team, 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 | Practitioner Cases and Practitioner-Centered Research | Expedition | Conference | 11th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 961 | |||
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| Author | Valentin Barriere; Guillaume Jacquet | ||||
| Title | How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing | 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 | 766-771 | ||
| Keywords | Transformers, Contextual keywords, Humanitarian Computing, Tweets analysis | ||||
| Abstract |
In a classification task, dealing with text snippets and metadata usually requires to deal with multimodal approaches. When those metadata are textual, it is tempting to use them intrinsically with a pre-trained transformer, in order to leverage the semantic information encoded inside the model. This paper describes how to improve a humanitarian classification task by adding the crisis event type to each tweet to be classified. Based on additional experiments of the model weights and behavior, it identifies how the proposed neural network approach is partially over-fitting the particularities of the Crisis Benchmark, to better highlight how the model is still undoubtedly learning to use and take advantage of the metadata's textual semantics. | ||||
| Address | European Commission's Joint Research Center; European Commission's Joint Research Center | ||||
| 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 | |
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| 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 | valbarrierepro@gmail.com | Approved | no | ||
| Call Number | ISCRAM @ idladmin @ | Serial | 2371 | ||
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| Author | Robin E. Mays | ||||
| Title | A planning approach to humanitarian logistics | 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 | Disasters; Information systems; Risk assessment; Built-in flexibility; Humanitarian logistics; Internal readiness; Logistics planning; Program plan; Project designs; Time of crisis; Logistics | ||||
| Abstract |
In humanitarian events, logistics is traditionally considered at time of crisis, and at the tail-end of a project design with little to no strategical, logistical forethought applied. Introducing risk assessment and integrating logistics planning with program plans and training to these plans prior to disaster striking offers a more impactful response at time of disaster. This can be introduced in high risk countries through one on one training, simple templates, spreadsheets and standardized processes.a low to no technological, and highly relational method of building capacity and increasing the impact of an organization.s response to beneficiaries. | ||||
| Address | Humanitarian Response Practitioner, United Kingdom | ||||
| 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 | Planning, Foresight and/or Risk Analysis | Expedition | Conference | 7th International ISCRAM Conference on Information Systems for Crisis Response and Management | |
| Notes | Approved | no | |||
| Call Number | Serial | 750 | |||
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