Title :
Semantic Linking and Contextualization for Social Forensic Text Analysis
Author :
Zhaochun Ren ; van Dijk, David ; Graus, David ; van der Knaap, Nina ; Henseler, Hans ; de Rijke, Maarten
Author_Institution :
ISLA, Univ. of Amsterdam, Amsterdam, Netherlands
Abstract :
With the development of social media, forensic text analysis is becoming more and more challenging as forensic analysts have begun to include this information source in their practice. In this paper, we report on our recent work related to semantic search in e-discovery and propose the use of entity and topic extraction for social media text analysis. We first describe our approach for entity linking at the 2012 Text Analysis Conference Knowledge Base Population track and then introduce the personalized tweets summarization task, where entity linking is used for semantically enriching information in a social media context.
Keywords :
digital forensics; social networking (online); text analysis; 2012 text analysis conference knowledge base population track; e-discovery; entity extraction; entity linking; forensic analysts; information source; personalized tweets summarization task; semantic contextualization; semantic linking; semantic search; semantically enriching information; social forensic text analysis; social media text analysis; topic extraction; Electronic publishing; Encyclopedias; Internet; Joining processes; Media; Semantics; Entity linking; Forensic text analysis; Semantic search in e-discovery; Tweets summarization;
Conference_Titel :
Intelligence and Security Informatics Conference (EISIC), 2013 European
Conference_Location :
Uppsala
DOI :
10.1109/EISIC.2013.21