2015
DOI: 10.1016/j.neucom.2014.09.087
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A proposal for the development of adaptive spoken interfaces to access the Web

Abstract: Spoken dialog systems have been proposed as a solution to facilitate a more natural human machine interaction. In this paper, we propose a framework to model the user's intention during the dialog and adapt the dialog model dynamically to the user needs and preferences, thus developing more efficient, adapted, and usable spoken dialog systems. Our framework employs statistical models based on neural networks that take into account the history of the dialog up to the current dialog state in order to predict the… Show more

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Cited by 8 publications
(3 citation statements)
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References 87 publications
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“…The former is used for describing human language, whereas the latter is used to translate natural language sentences into SQL-based queries aiming at retrieving information from a database. Also, Griol et al [13] presented ‘Let’s Go’, a spoken dialog system that can model user intentions and adapt the dialog’s model to user needs and preferences. To achieve this, Let’s Go uses neural networks that determine a user intention based on the history and current dialog state.…”
Section: Related Workmentioning
confidence: 99%
“…The former is used for describing human language, whereas the latter is used to translate natural language sentences into SQL-based queries aiming at retrieving information from a database. Also, Griol et al [13] presented ‘Let’s Go’, a spoken dialog system that can model user intentions and adapt the dialog’s model to user needs and preferences. To achieve this, Let’s Go uses neural networks that determine a user intention based on the history and current dialog state.…”
Section: Related Workmentioning
confidence: 99%
“…Furthermore, the operation of the systems was designed for users who are well-trained in computer use. Therefore, studies have recently started to focus on developing systems based on mobile devices or tablets [25], such as chatbot systems.…”
Section: Information Technology For Disaster Data Managementmentioning
confidence: 99%
“…Electronic devices are adapted to constructions problems to eliminate the difficulty due to paperwork; for example, iSafe, an iPad application, improves day-to-day practices and management of safety inspections, and allows consistent data collection that can eventually be used to aid the development of advanced safety and health data analysis techniques [4]. However, despite the popularity of smart devices to access the web, traditional designs of user interfaces are not ideal for the reduced size of the screen and keyboards of smart devices [5]. Graphic user interfaces designed for tablets may not fit with smartphones, which are more popular than tablets [6].…”
Section: Introductionmentioning
confidence: 99%