The representation of the personal context is complex and essential to improve the help machines can give to humans for making sense of the world, and the help humans can give to machines to improve their efficiency. We aim to design a novel model representation of the personal context and design a learning process for better integration with machine learning. We aim to implement these elements into a modern system architecture focus in real-life environments. Also, we show how our proposal can improve in specifically related work papers. Finally, we are moving forward with a better personal context representation with an improved model, the implementation of the learning process, and the architectural design of these components.

Streaming and Learning the Personal Context / Giunchiglia, Fausto; Rodas Britez, Marcelo Dario; Bontempelli, Andrea; Li, Xiaoyue. - 2995:(2021), pp. 19-27. (Intervento presentato al convegno MRC-HCCS – Human-Centric and Contextual Systems Twelfth International Workshop Modelling | Reasoning | Context tenutosi a Montreal, Quebec, Canada nel 19-20 August 2021).

Streaming and Learning the Personal Context

Fausto Giunchiglia;Marcelo Rodas Britez;Andrea Bontempelli;Xiaoyue Li
2021-01-01

Abstract

The representation of the personal context is complex and essential to improve the help machines can give to humans for making sense of the world, and the help humans can give to machines to improve their efficiency. We aim to design a novel model representation of the personal context and design a learning process for better integration with machine learning. We aim to implement these elements into a modern system architecture focus in real-life environments. Also, we show how our proposal can improve in specifically related work papers. Finally, we are moving forward with a better personal context representation with an improved model, the implementation of the learning process, and the architectural design of these components.
2021
Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021)
Online Proceedings
CEUR-WS
Giunchiglia, Fausto; Rodas Britez, Marcelo Dario; Bontempelli, Andrea; Li, Xiaoyue
Streaming and Learning the Personal Context / Giunchiglia, Fausto; Rodas Britez, Marcelo Dario; Bontempelli, Andrea; Li, Xiaoyue. - 2995:(2021), pp. 19-27. (Intervento presentato al convegno MRC-HCCS – Human-Centric and Contextual Systems Twelfth International Workshop Modelling | Reasoning | Context tenutosi a Montreal, Quebec, Canada nel 19-20 August 2021).
File in questo prodotto:
File Dimensione Formato  
2021 MRC-HCCS Streaming context (1).pdf

accesso aperto

Tipologia: Post-print referato (Refereed author’s manuscript)
Licenza: Creative commons
Dimensione 781.74 kB
Formato Adobe PDF
781.74 kB Adobe PDF Visualizza/Apri
paper3.pdf

accesso aperto

Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Creative commons
Dimensione 1.26 MB
Formato Adobe PDF
1.26 MB 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/11572/319685
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? ND
social impact