ABSTRACT
In this paper, we present Twitcident, a framework and Web-based system for filtering, searching and analyzing information about real-world incidents or crises. Twitcident connects to emergency broadcasting services and automatically starts tracking and filtering information from Social Web streams (Twitter) when a new incident occurs. It enriches the semantics of streamed Twitter messages to profile incidents and to continuously improve and adapt the information filtering to the current temporal context. Faceted search and analytical tools allow users to retrieve particular information fragments and overview and analyze the current situation as reported on the Social Web. Demo: http://wis.ewi.tudelft.nl/twitcident/
- F. Abel, I. Celic, G.-J. Houben, and P. Siehndel. Leveraging the Semantics of Tweets for Adaptive Faceted Search on Twitter. In Proc. of ISWC, pages 1--17, 2011. Springer. Google ScholarDigital Library
- D. Gaffney. #iranelection: quantifying online activism. In Proc. of Web Science, 2010. ACM.Google Scholar
- V. Lavrenko and W. B. Croft. Relevance based language models. In Proc. of SIGIR, pages 120--127, 2001. Google ScholarDigital Library
- T. Sakaki, M. Okazaki, and Y. Matsuo. Earthquake shakes Twitter users: real-time event detection by social sensors. In Proc. of WWW, pages 851--860, 2010. ACM. Google ScholarDigital Library
- R. Stronkman. Exploiting Twitter to fulfill information needs during incidents. Master thesis, TU Delft, 2011. http://wis.ewi.tudelft.nl/twitcident/thesis.pdf.Google Scholar
- J. Teevan, D. Ramage, and M. R. Morris. #TwitterSearch: a comparison of microblog search and web search. In Proc. of WSDM, pages 35--44, 2011. ACM. Google ScholarDigital Library
Index Terms
- Twitcident: fighting fire with information from social web streams
Recommendations
Semantics + filtering + search = twitcident. exploring information in social web streams
HT '12: Proceedings of the 23rd ACM conference on Hypertext and social mediaAutomatically filtering relevant information about a real-world incident from Social Web streams and making the information accessible and findable in the given context of the incident are non-trivial scientific challenges. In this paper, we engineer ...
Dynamic Personalized Ranking of Facets for Exploratory Search
SIGIR '17: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information RetrievalFaceted Search Systems (FSS) have gained prominence in research as one of the exploratory search approaches that support complex search tasks. They provide facets to educate users about the information space and allow them to refine their search query ...
A survey of faceted search
Faceted Search is an exploratory search mechanism, which provides an iterative way to refine search results by a faceted taxonomy. With the benefit of search results diversification, no need for a priori knowledge, and never leading to zero result, it ...
Comments