Title :
USE: A Concept-Based Recommendation System to Support Creative Search
Author :
Lopes, J.Sousa ; Alvarez-Napagao, S. ; Vázquez-Salceda, J.
Abstract :
Semiotics is a field where research on Computer Science methodologies has focused, mainly concerning Syntax and Semantics. These methodologies, however, are lacking of some flexibility for the continuously evolving web community, in which the knowledge is classified with tags rather than with ontologies. In this paper we propose a system for the recommendation of tagged pictures obtained from the Web. The system, driven by user feedback, executes an abductive reasoning (based on WordNet synset semantic relations) that is able to iteratively lead to new concepts which progressively represent the cognitive creative user state.
Keywords :
Collaboration; Computer science; Conferences; Humans; Intelligent agent; Internet; Knowledge engineering; Learning systems; Machine learning; Ontologies; abduction; inference; semantics; semiotics; tags; wordnet;
Conference_Titel :
Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Milan, Italy
Print_ISBN :
978-0-7695-3801-3
Electronic_ISBN :
978-1-4244-5331-3
DOI :
10.1109/WI-IAT.2009.220