The spread of sensors and intelligent devices of the Internet of things and their integration in daily environments are changing the way we interact with some of the most common objects in everyday life. Therefore, there is an evident need to provide non-expert users with the ability to customize in a simple but effective way the behaviour of these devices based on their preferences and habits. This paper presents RuleBot, a conversational agent that uses machine learning and natural language processing techniques to allow end users to create automation according to a flexible implementation of the trigger-action paradigm, and thereby customize the behaviour of devices and sensors using natural language. In particular, the paper describes the design and implementation ofRuleBot, and reports on a user test and lessons learnt

A conversational agent for creating flexible daily automation

Gallo S.;Paterno' F.
2022

Abstract

The spread of sensors and intelligent devices of the Internet of things and their integration in daily environments are changing the way we interact with some of the most common objects in everyday life. Therefore, there is an evident need to provide non-expert users with the ability to customize in a simple but effective way the behaviour of these devices based on their preferences and habits. This paper presents RuleBot, a conversational agent that uses machine learning and natural language processing techniques to allow end users to create automation according to a flexible implementation of the trigger-action paradigm, and thereby customize the behaviour of devices and sensors using natural language. In particular, the paper describes the design and implementation ofRuleBot, and reports on a user test and lessons learnt
2022
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
978-1-4503-9719-3
Chatbot
Trigger-action rules
End-user development
File in questo prodotto:
File Dimensione Formato  
prod_468684-doc_189463.pdf

solo utenti autorizzati

Descrizione: A conversational agent for creating flexible daily automation
Tipologia: Versione Editoriale (PDF)
Dimensione 544.53 kB
Formato Adobe PDF
544.53 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
prod_468684-doc_189535.pdf

accesso aperto

Descrizione: Preprint - A conversational agent for creating flexible daily automation
Tipologia: Versione Editoriale (PDF)
Dimensione 425.54 kB
Formato Adobe PDF
425.54 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/20.500.14243/416871
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 12
  • ???jsp.display-item.citation.isi??? 6
social impact