کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5030092 1470667 2016 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Post Disaster Situation Awareness and Decision Support Through Interactive Crowdsourcing
ترجمه فارسی عنوان
آگاهی و تصدی امور فاجعه آمیز پست از طریق جمع آوری تعاملی
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
چکیده انگلیسی

In today's world, online social media has established itself as one of the most important information carriers, and that applies in the field of disaster management as well. However, posts in online social media like Twitter and Facebook are mostly unstructured, and it is extremely difficult to extract meaningful information from such unstructured posts. Therefore, disaster management authorities face problems in using these posts for proper situation analysis and decision-making. To alleviate this problem, we propose a decision support framework that collects situational information through interactive crowd-sourcing using SMS from the “crowd” present at the disaster site, and summarizes such responses to have situational awareness and appropriate decision-making regarding damage or need assessment. We evaluated our proposed system using 3000 real-time interactive responses from a disaster-prone coastal area of India (named, the Sunderbans). Since the use of smart-phone in rural India is significantly low, SMS from the “crowd” were used to form the core information repository for post-disaster situation analysis.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Engineering - Volume 159, 2016, Pages 167-173
نویسندگان
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