Agent-based recommender systems are tools able to assist users’ choices with suggestions coming closest to their orientations. In this context, it is relevant to identify those users that are the most similar to the Target user in order to require them suitable suggestions. However, particularly when we deal with video contents for e-Learning, it should be appropriate also to consider (i) recommendations coming from those students resulted the most effective in Suggesting video and (ii) the effects of the device currently exploited. To address such issues in a multimedia scenario, we propose a multi-agent trust based recommender architecture, called ELSA, appositely conceived to this aim. Some preliminary performed simulations permitted to evaluate our proposal with respect to the other considered agent- based RSs.

Rosaci, D., Sarne', G. (2014). An Agent-based Architecture to Recommend Educational Video. In 15th Workshop “from Objects to Agents” (WOA-2014) (pp.1-6). Aachen : CEUR.

An Agent-based Architecture to Recommend Educational Video

SARNE' G
2014

Abstract

Agent-based recommender systems are tools able to assist users’ choices with suggestions coming closest to their orientations. In this context, it is relevant to identify those users that are the most similar to the Target user in order to require them suitable suggestions. However, particularly when we deal with video contents for e-Learning, it should be appropriate also to consider (i) recommendations coming from those students resulted the most effective in Suggesting video and (ii) the effects of the device currently exploited. To address such issues in a multimedia scenario, we propose a multi-agent trust based recommender architecture, called ELSA, appositely conceived to this aim. Some preliminary performed simulations permitted to evaluate our proposal with respect to the other considered agent- based RSs.
paper
Device adaptivity; e-Learning; Multimedia; Recommender system; Trust system;
English
15th Workshop “from Objects to Agents” (WOA-2014)
25-26 September 2014
Santoro C.,Bergenti F.
15th Workshop “from Objects to Agents” (WOA-2014)
2014
1260
1
6
http://ceur-ws.org/Vol-1260/paper1.pdf
open
Rosaci, D., Sarne', G. (2014). An Agent-based Architecture to Recommend Educational Video. In 15th Workshop “from Objects to Agents” (WOA-2014) (pp.1-6). Aachen : CEUR.
File in questo prodotto:
File Dimensione Formato  
WOA2014 - paper 2.pdf

accesso aperto

Dimensione 226.21 kB
Formato Adobe PDF
226.21 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/299346
Citazioni
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
Social impact