Crowd Sourcing Challenges Assessment Index for Disaster Management
نویسندگان
چکیده
Emergency agencies (EA) rely on inter-agency approaches to information management during disasters. EA have shown a significant interest in the use of cloud-based social media such as Twitter and Facebook for crowd-sourcing and distribution of disaster information. While the intentions are clear, the question of what are its major challenges are not. EA have a need to recognise the challenges in the use of social media under their local circumstances. This paper analysed the recent literature, 2010 Haiti earthquake and 2010-11 Queensland flood cases and developed a crowd sourcing challenges assessment index construct specific to EA areas of interest. We argue that, this assessment index, as a part of our large conceptual framework of context aware cloud adaptation (CACA), can be useful for the facilitation of citizens, NGOs and government agencies in a strategy for use of social media for crowd sourcing, in preventing, preparing for, responding to and recovering from disasters.
منابع مشابه
Heterogeneous Crowd-sourcing and Data Fusion Model for Disaster Management Services
In the present study of heterogeneous crowd sourcing is a novel field which shall bring marked improvement in the field of decision support system. At this point of time, the world is evolving technologically and thus we have started emphasizing on human brains as a specific physical sensors as far sensing capabilities are concerned. There are many human beings who are actually Subject Matters ...
متن کاملFocus Annotation of Task-based Data: Establishing the Quality of Crowd Annotation
We explore the annotation of information structure in German and compare the quality of expert annotation with crowdsourced annotation taking into account the cost of reaching crowd consensus. Concretely, we discuss a crowd-sourcing effort annotating focus in a task-based corpus of German containing reading comprehension questions and answers. Against the backdrop of a gold standard reference r...
متن کاملDisaster risk assessment pattern in higher education centers
Disasters are one of the most important challenges which must be considered by every management system. Higher education centers have high disaster risk because of their risk factors (existence of historical and scientific documents and resources and expensive laboratory equipment in these centers emphasizes the importance of disaster management). Moreover, the existence of young volunteers of ...
متن کاملA review of volunteered geographic information quality assessment methods
With the ubiquity of advanced web technologies and locationsensing hand held devices, citizens regardless of their knowledge or expertise, are able to produce spatial information. This phenomenon is known as volunteered geographic information (VGI). During the past decade VGI has been used as a data source supporting a wide range of services, such as environmental monitoring, events reporting, ...
متن کاملScaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning
Crowd-sourcing has become a popular means of acquiring labeled data for many tasks where humans are more accurate than computers, such as image tagging, entity resolution, and sentiment analysis. However, due to the time and cost of human labor, solutions that rely solely on crowd-sourcing are oen limited to small datasets (i.e., a few thousand items). is paper proposes algorithms for integrat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012