About: Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator
Creator	Alexiadis, Anastasios Ioannidis, Dimosthenis Koskinas, Ioannis Nizamis, Alexandros Tzovaras, Dimitrios Votis, Konstantinos
Source	PMC
abstract	Nowadays, Intelligent Personal Agents include Natural Language Understanding (NLU) modules, that utilize Machine Learning (ML), which can be included in different kind of applications in order to enable the translation of users’ input into different kinds of actions, as well as ML modules that handle dialogue. This translation is attained by the matching of a user’s sentence with an intent contained in an Agent. This paper introduces the first generation of the CERTH Intelligent Personal Agent (CIPA) which is based on the RASA (https://rasa.com/) framework and utilizes two machine learning models for NLU and dialogue flow classification. Besides the architecture of CIPA—Generation A, a novel dialogue-story generator that is based on the idea of adjacency pairs is introduced. By utilizing on this novel-generator, the agent is able to create all the possible dialog trees in order to handle conversations without training on existing data in contrast with the majority of the current alternative solutions. CIPA supports multiple intents and it is capable of classifying complex sentences consisting of two user’s intents into two automatic operations from the part of the agent. The introduced CIPA—Generation A has been deployed and tested in a real-world scenario at Centre’s of Research & Technology Hellas (CERTH) nZEB Smart Home (https://smarthome.iti.gr/) in two different domains, energy and health domain.
has issue date	2020-05-06(xsd:dateTime)
bibo:doi	10.1007/978-3-030-49186-4_32
has license	no-cc
sha1sum (hex)	08cf11d2dc72b5eb8cb2f4e27d1c2f76a7c47219
schema:url	https://doi.org/10.1007/978-3-030-49186-4_32
resource representing a document's title	Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator
has PubMed Central identifier	PMC7256571
schema:publication	Artificial Intelligence Applications and Innovations
resource representing a document's body	covid:08cf11d2dc72b5eb8cb2f4e27d1c2f76a7c47219#body_text
is schema:about of	named entity 'complex' named entity 'multiple' named entity 'Machine Learning' named entity 'dialogue' named entity 'Dialogue' named entity 'Novel' named entity 'OPERATIONS' named entity 'AGENT' named entity 'KIND' named entity 'AUTOMATIC' named entity 'USER' named entity 'automatic' named entity 'current' named entity 'supports' named entity 'Understanding' named entity 'Hellas' named entity 'Application Programming Interfaces' named entity 'Generator' named entity 'Intelligent' named entity 'Home' named entity 'adjacency pairs' named entity 'Personal Agent' named entity 'domain' named entity 'adjacency pairs' named entity 'adjacency pairs' named entity 'dialogue systems' named entity 'Apple Siri' named entity 'algorithm' named entity 'knowledge base' named entity 'dialogue systems' named entity 'Domain knowledge' named entity 'Adjacency pairs' named entity 'Google' named entity 'ELIZA' named entity 'classification models' named entity 'Amazon Alexa' named entity 'algorithm' named entity 'research results' named entity 'generative model' named entity 'adjacency pairs' named entity 'hvac' named entity 'Big Data' named entity 'generative model' named entity 'hvac' named entity 'research and development' named entity 'natural language generator' named entity 'virtual agents' named entity 'NLU' named entity 'NLU' named entity 'informs' named entity 'IoT' named entity 'NLU' named entity 'Robotics' named entity 'algorithm' named entity 'Apple Siri' named entity 'adjacency pairs' named entity 'sub-class' named entity 'transformer' named entity 'support automation' named entity 'adjacency pairs' named entity 'Virtual Assistants' named entity 'MIT' named entity 'source code' named entity 'Probabilistic Reasoning' named entity 'Reinforcement Learning' named entity 'NLU' named entity 'NLU' named entity 'Python' named entity 'NLU' named entity 'natural language processing' named entity 'hvac' named entity 'Smart Home' named entity 'automatic speech recognition' named entity 'Smart Home' named entity 'end-users' named entity 'recurrent neural networks' named entity 'Amazon Lex' named entity 'neural network'

Faceted Search & Find service v1.13.91 as of Mar 24 2020

Alternative Linked Data Documents: Sponger | ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3229 as of Jul 10 2020, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (94 GB total memory)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software