• English
    • Deutsch
  • English 
    • English
    • Deutsch
  • Login
View Item 
  •   Home
  • Universität Ulm
  • Publikationen
  • View Item
  •   Home
  • Universität Ulm
  • Publikationen
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Mixed-initiative intent recognition using cloud-based cognitive services

Thumbnail
MKraus_MasterThesis. ... (2.303Mb)
Erstveröffentlichung
2017-06-16
Authors
Kraus, Matthias
Referee
Minker, Wolfgang
Biundo-Stephan, Susanne
Abschlussarbeit (Master; Diplom)


Faculties
Fakultät für Ingenieurwissenschaften, Informatik und Psychologie
Institutions
Institut für Nachrichtentechnik
Institut für Künstliche Intelligenz
Abstract
In spoken dialogue systems, understanding the intention of a user is essential for a succesful and natural perceived human-machine interaction. Therefore, in the scope of this thesis, the creation and evaluation of a dialogue system is presented, which relies on the cloud-based Language Understanding Intelligent Service (LUIS) from Microsoft in order to recognize automatically the intention of a user from an utterance. For the evaluation of the cloud-based approach, the LUIS-based system is tested against a conservative hand-crafted grammar-based system by conducting an online study, with regard to the degree of the complexity of the user input. The main focus of the evaluation is put on system performance and user experience. For comparison of the different approaches, a mixed-initiative dialogue is designed for each system. Fassung June 8, 2017
Date created
2016-12-01
Subject headings
[GND]: Intention | Automatische Spracherkennung | Cloud computing
[LCSH]: Human-computer interaction | Prediction (Psychology); Data processing | Speech processing systems
[Free subject headings]: Intention recognition | Spoken dialogue systems
[DDC subject group]: DDC 004 / Data processing & computer science
License
Standard
https://oparu.uni-ulm.de/xmlui/license_v3

Metadata
Show full item record

DOI & citation

Please use this identifier to cite or link to this item: http://dx.doi.org/10.18725/OPARU-4389

Kraus, Matthias (2017): Mixed-initiative intent recognition using cloud-based cognitive services. Open Access Repositorium der Universität Ulm und Technischen Hochschule Ulm. http://dx.doi.org/10.18725/OPARU-4389
Citation formatter >



Policy | kiz service OPARU | Contact Us
Impressum | Privacy statement
 

 

Advanced Search

Browse

All of OPARUCommunities & CollectionsPersonsInstitutionsPublication typesUlm SerialsDewey Decimal ClassesEU projects UlmDFG projects UlmOther projects Ulm

My Account

LoginRegister

Statistics

View Usage Statistics

Policy | kiz service OPARU | Contact Us
Impressum | Privacy statement