Title :
A fuzzy approach to the conceptual identification of ememes on the blogosphere
Author :
Bordogna, Gloria ; Pasi, Gabriella
Author_Institution :
Inst. for the Dynamics of Environ. Processes, Consiglio Naz. delle Ric., Dalmine, Italy
Abstract :
The paper addresses the problem of e-memes (electronic memes) representation and identification in the blogosphere, and it aims at defining the basis of a new conceptual model. First, an ememe is formally defined as a conceptual information granule by means of an OWL schema; then a process is proposed to retrieve from the blogosphere the posts dealing with the ememe. The proposed process extracts from the formal definition of the ememe some keyword-based queries that are submitted to a search engine to retrieve posts that are potentially related to the ememe. The post contents are then filtered by evaluating their fidelity to the ememe conceptual definition by applying a lexicographic analysis and part of speech tagging. Ordered Weighted Averaging (OWA) operators are used to this purpose. Measures of mutation, spread, and longevity of an ememe are also proposed.
Keywords :
behavioural sciences; cultural aspects; fuzzy set theory; query processing; OWL schema; blogosphere retrieval; conceptual identification; conceptual information granule; e-memes representation; electronic memes representation; fuzzy approach; keyword-based queries; lexicographic analysis; ordered weighted averaging operators; part of speech tagging; search engine; Blogs; Cultural differences; Filtering; OWL; Open wireless architecture; Search engines; Visualization; OWL; aggregation operators; blogospher; ememe; search engines;
Conference_Titel :
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4799-0020-6
DOI :
10.1109/FUZZ-IEEE.2013.6622390