%0 Conference Proceedings
%T A Study on the Influence of Semantics on the Analysis of Micro-blog Tags in the Medical Domain
%+ Intelligent Technologies for Advanced Knowledge Acquisition [Tarragona] (ITAKA)
%A Vicient, Carlos
%A Moreno, Antonio
%Z Part 1: Cross-Domain Conference and Workshop on Multidisciplinary Research and Practice for Information Systems (CD-ARES 2013)
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES)
%C Regensburg, Germany
%Y Alfredo Cuzzocrea
%Y Christian Kittl
%Y Dimitris E. Simos
%Y Edgar Weippl
%Y Lida Xu
%I Springer
%3 Availability, Reliability, and Security in Information Systems and HCI
%V LNCS-8127
%P 446-459
%8 2013-09-02
%D 2013
%K Semantic similarity
%K tags
%K co-occurrence
%K clustering
%K micro blogging
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X One current research topic in Knowledge Discovery is the analysis of the information provided by users in Web 2.0 social applications. In particular, some authors have devoted their attention to the analysis of micro-blogging messages in platforms like Twitter. A common shortcoming of most of the works in this field is their focus on a purely syntactical analysis. It can be argued that a proper semantic treatment of social tags should lead to more structured, meaningful and useful results that a mere syntactic-based approach. This work reports the analysis of a case study on medical tweets, in which the results of a semantic clustering process over a set of hashtags is shown to provide much better results than a clustering based on their syntactic co-occurrence.
%G English
%2 https://inria.hal.science/hal-01506763/document
%2 https://inria.hal.science/hal-01506763/file/978-3-642-40511-2_32_Chapter.pdf
%L hal-01506763
%U https://inria.hal.science/hal-01506763
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC5
%~ IFIP-WG
%~ IFIP-TC9
%~ IFIP-TC8
%~ IFIP-CD-ARES
%~ IFIP-WG8-4
%~ IFIP-WG8-9
%~ IFIP-LNCS-8127