Skip to Main content Skip to Navigation
Conference papers

Towards Linked Data Extraction From Tweets

Manel Achichi 1 Zohra Bellahsene 1 Dino Ienco 2, 3 Konstantin Todorov 1
1 FADO - Fuzziness, Alignments, Data & Ontologies
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
2 ADVANSE - ADVanced Analytics for data SciencE
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : Millions of Twitter users post messages every day to communicate with other users in real time information about events that occur in their environment. Most of the studies on the content of tweets have focused on the detection of emerging topics. However, to the best of our knowledge, no approach has been proposed to create a knowledge base and enrich it automatically with information coming from tweets. The solution that we propose is composed of four main phases: topic identification, tweets classification, automatic summariza-tion and creation of an RDF triplestore. The proposed approach is implemented in a system covering the entire sequence of processing steps from the collection of tweets written in English language (based on both trusted and crowd sources) to the creation of an RDF dataset anchored in DBpedia's namespace.
Complete list of metadatas

Cited literature [16 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01411403
Contributor : Manel Achichi <>
Submitted on : Wednesday, December 7, 2016 - 2:28:02 PM
Last modification on : Monday, May 18, 2020 - 2:40:21 PM
Document(s) archivé(s) le : Thursday, March 23, 2017 - 1:10:23 AM

File

Towards Linked Data Extraction...
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01411403, version 1
  • IRSTEA : PUB00054206

Citation

Manel Achichi, Zohra Bellahsene, Dino Ienco, Konstantin Todorov. Towards Linked Data Extraction From Tweets. EGC: Extraction et Gestion des Connaissances, Jan 2015, Luxembourg, Luxembourg. pp.383-388. ⟨hal-01411403⟩

Share

Metrics

Record views

313

Files downloads

496