Agent-Based Knowledge Analysis Framework in Disaster Management

Inan, Dedi Iskandar; Beydoun, Ghassan; Opper, Simon

doi:10.1007/s10796-017-9792-9

Cited by 15 publications

(17 citation statements)

References 46 publications

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“…System-of-systems [39] A collection of systems that emerges from the integration of separate systems into a larger system that provides unique features. Knowledge Repository [40] An online database that systematically captures, organizes, and categorizes knowledgebased data. Cloud computing [41] A set of network-enabled services that provides on-demand and scalable QoS-guaranteed low-cost computing infrastructures; these are generally personalized, and can be accessed in a simple and ubiquitous manner.…”

Section: Subcategories Definitionmentioning

confidence: 99%

The Use of Decision Support in Search and Rescue: A Systematic Literature Review

Nasar

Torres

Gundersen

et al. 2023

IJGI

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Whenever natural and human-made disasters strike, the proper response of the concerned authorities often relies on search and rescue services. Search and rescue services are complex multidisciplinary processes that involve several degrees of interdependent assignments. To handle such complexity, decision support systems are used for decision-making and execution of plans within search and rescue operations. Advances in data management solutions and artificial intelligence technologies have provided better opportunities to make more efficient and effective decisions that can lead to improved search and rescue operations. This paper provides findings from a bibliometric mapping and a systematic literature review performed to: (1) identify existing search and rescue processes that use decision support systems, data management solutions, and artificial intelligence technologies; (2) do a comprehensive analysis of existing solutions in terms of their research contributions to the investigated domain; and (3) investigate the potential for knowledge transfer between application areas. The main findings of this review are that non-conventional data management solutions are commonly used in land rescue operations and that geographical information systems have been integrated with various machine learning approaches for land rescue. However, there is a gap in the existing research on search and rescue decision support at sea, which can motivate future studies within this specific application area.

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Section: Subcategories Definitionmentioning

confidence: 99%

The Use of Decision Support in Search and Rescue: A Systematic Literature Review

Nasar

Torres

Gundersen

et al. 2023

IJGI

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“…Sementara itu, pada literatur lainya, misalnya (Inan & Beydoun, 2017;Inan et al, 2018), isu tentang proses mengurai kekusutan pengetahuan telah diselesaikan dengan mengadopsi metodologi dalam rekayasa pengetahuan (knowledge engineering). Hal ini merupakan bagian dari inti kontribusi penelitian mereka.…”

Section: A Pentingnya Mengurai Kekusutan (Intertwined) Pengetahuan Pbunclassified

“…Sebagaimana yang telah dijelaskan sebelumnya bahwa proses pengurai pengetahuan telah menjadi bagian dari kontribusi pada literatur ini (Inan et al, 2018). Dalam kontribusinya, repositori yang diadopsi untuk menyimpan pengetahuan best practice PB memanfaatkan sebuah model PB yang berada pada level abstraksi model itu sendiri, yang dikenal sebagai istilah metamodel (Beydoun et al, 2009).…”

Section: B Kebutuhan Repositori Pengetahuan Pb Yang Representatifunclassified

Manajemen Pengetahuan Kebencanaan yang Lebih Baik dalam Mendukung Pembangunan Berkelanjutan

Inan

2019

Igya ser hanjop

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Disaster cannot be prevented. What can be followed up to, therefore, is to response to optimally in a disaster management. The aim is to reduce the impact caused, the losses of properties and the casualties. On the other hand, the concept of sustainable development is an inseparable side of the disaster management activities. This is not surprising as the overarching goals of the Sustainable Development Goals (SDGs) 2030 initiatives are the core of the disaster risk reductions through targets through Sendai Framework of Disaster Risk Reduction 2015-2030. In attempts to externalise it, one of the efficient and considered as the most effective ways is learning from the best practices of the past experiences. Information and Communication Technology through an information system: knowledge-based information system of disaster management, is worth seeking. This is because the various benefits offered by it to expedite and embody it, in particular, the advantage in a geographically and distaces issues. This writing discusses the cutting-the-edge review of the aforementioned ideas. This is conducted through a content analysis of the diverse related works and literatures as the target of the writing. In the end, the flagships of future research directions will be laid out.

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“…Despite their clear importance in all types of emergencies, few works in the past have looked at these types of actions. Paper 8 by Inan et al (2018) concludes the special issue with a theme that can be seen as a gateway to apply all the innovations described in this issue. It tackles the problem of how to best analyze the requirements in a way to identify system needs.…”

Section: Stakeholder Analysismentioning

confidence: 99%