Semantic HMC for Big Data Analysis
| Affiliation auteurs | !!!! Error affiliation !!!! |
| Titre | Semantic HMC for Big Data Analysis |
| Type de publication | Conference Paper |
| Year of Publication | 2014 |
| Auteurs | Hassan T, Peixoto R, Cruz C, Bertaux A, Silva N |
| Editor | Lin J, Hu XH, Chang W, Nambiar R, Aggarwal C, Cercone N, Honavar V, Huan J, Mobasher B, Pyne S |
| Conference Name | 2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) |
| Publisher | IEEE; IEEE Comp Soc; ELSEVIER; Natl Sci Fdn; CISCO; CCF |
| Conference Location | 345 E 47TH ST, NEW YORK, NY 10017 USA |
| ISBN Number | 978-1-4799-5666-1 |
| Mots-clés | Big-Data, Classification, Machine learning, multi-classify, ontology, semantic technologies |
| Résumé | Analyzing Big Data can help corporations to improve their efficiency. In this work we present a new vision to derive Value from Big Data using a Semantic Hierarchical Multi-label Classification called Semantic HMC based in a non-supervised Ontology learning process. We also proposea Semantic HMC process, using scalable Machine-Learning techniques and Rule-based reasoning. |