InforLorV4, Main, Exploration, bibRecord, 000834

Clustering and Classification of Like-Minded People from Their Tweets

Identifieur interne : 000834 ( Main/Exploration ); précédent : 000833; suivant : 000835

Clustering and Classification of Like-Minded People from Their Tweets

Auteurs : Soufiene Jaffali [Tunisie] ; Salma Jamoussi [Tunisie] ; Ben Abdelmajid [Tunisie] ; Kamel Smaili [France]

Source :

RBID : Hal:hal-01112778

English descriptors

mix :
- -social network, communities discovery, like-minded users, text mining.

Abstract

Several challenges accompanied the growth of online social networks, such as grouping people with similar interest. Grouping like-minded people is of a high importance. Indeed, it leads to many applications like link prediction and friend or product suggestion, and explains various social phenomenon. In this paper, we present two methods of grouping like-minded people based on their textual posts. Compared to three baseline methods K-Means, LDA and the Scalable Multi-stage Clustering algorithm (SMSC), our algorithms achieves relative improvements on two corpora of tweets.

Url:

https://hal.archives-ouvertes.fr/hal-01112778

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 001500
to stream Hal, to step Curation: 001500
to stream Hal, to step Checkpoint: 000768
to stream Main, to step Merge: 000835
to stream Main, to step Curation: 000834

Le document en format XML

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Pour manipuler ce document sous Unix (Dilib)

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HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000834 | SxmlIndent | more

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Pour mettre un lien sur cette page dans le réseau Wicri

{{Explor lien
   |wiki=    Wicri/Lorraine
   |area=    InforLorV4
   |flux=    Main
   |étape=   Exploration
   |type=    RBID
   |clé=     Hal:hal-01112778
   |texte=   Clustering and Classification of Like-Minded People from Their Tweets
}}

This area was generated with Dilib version V0.6.33.
Data generation: Mon Jun 10 21:56:28 2019. Site generation: Fri Feb 25 15:29:27 2022

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	Attention, ce site est en cours de développement ! Attention, site généré par des moyens informatiques à partir de corpus bruts. Les informations ne sont donc pas validées.

Serveur d'exploration sur la recherche en informatique en Lorraine

Clustering and Classification of Like-Minded People from Their Tweets

Clustering and Classification of Like-Minded People from Their Tweets

Source :

English descriptors

Abstract

Links toward previous steps (curation, corpus...)

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri