DL-VSM based document indexing approach for information retrieval

K Boukhari, MN Omri - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Textual information is constantly increasing. With this accumulation of documents, the
satisfaction of user needs becomes more and more complex. For that, several information …

Approximate matching-based unsupervised document indexing approach: application to biomedical domain

K Boukhari, MN Omri - Scientometrics, 2020 - Springer
Document indexing is considered as a crucial phase in the information retrieval field
because textual information is constantly increasing. With this accumulation of documents …

Indexing biomedical documents with a possibilistic network

W Chebil, LF Soualmia, MN Omri… - Journal of the …, 2016 - Wiley Online Library
In this article, we propose a new approach for indexing biomedical documents based on a
possibilistic network that carries out partial matching between documents and biomedical …

Biomedical concepts extraction based on possibilistic network and vector space model

W Chebil, LF Soualmia, MN Omri… - Artificial Intelligence in …, 2015 - Springer
This paper proposes a new approach for indexing biomedical documents based on the
combination of a Possibilistic Network and a Vector Space Model. This later carries out …

Information retrieval based on description logic: Application to biomedical documents

K Boukhari, MN Omri - 2017 International Conference on High …, 2017 - ieeexplore.ieee.org
The document indexing is a fairly sensitive phase in the information retrieval. However,
terms presented in a document are not sufficient to completely represent it. Then, the …

Possibilistic information retrieval model based on a multi-terminology

W Chebil, LF Soualmia, MN Omri - Advanced Data Mining and …, 2018 - Springer
We proposed in this paper a new approach for information retrieval intitled Conceptual
Information Retrieval Model (CIRM). Our contribution is to exploit possibilistic networks (PN) …

[PDF][PDF] SIBM at CLEF e-Health Evaluation Lab 2015.

LF Soualmia, C Cabot, B Dahamna… - CLEF (Working Notes), 2015 - ceur-ws.org
In this paper, we report on our participation in the clinical named entity recognition task of
the CLEF eHealth 2015 evaluation initiative ie to fully automatically identify clinically …

[PDF][PDF] Extraction possibiliste de concepts MeSH à partir de documents biomédicaux.

W Chebil, LF Soualmia, MN Omri… - Rev. d'Intelligence Artif …, 2014 - academia.edu
Nous proposons dans cet article une nouvelle approche d'indexation de documents
biomédicaux basée sur les réseaux possibilistes permettant de les apparier partiellement …

Indexing biomedical documents with Bayesian networks and terminologies

W Chebil, LF Soualmia, MN Omri… - … on Intelligent Systems …, 2017 - ieeexplore.ieee.org
We proposed a new approach denoted SDIBN (Semantic Documents Indexing using
Bayesian Networks) for indexing biomedical documents with terminologies. The main …

[PDF][PDF] Text Mining Basics in Bioinformatics.

C De Maio, G Fenza, V Loia, M Parente - 2019 - researchgate.net
Biomedical scientific literature is becoming a valuable information source that includes a
huge amount of novel research findings. Nevertheless, the unstructured nature of the …