PhD position on Adaptive Text Generation in the Data2Game project
The research group Human Media Interaction of the University of Twente is looking for a PhD candidate to work on on adaptive text generation in the context of a serious game.
The PhD candidate will join the project Data2Game, funded by The Netherlands Organization for Scientific Research (NWO). The Data2Game project investigates how, and to what extent, the efficacy of computerised training games can be enhanced by tailoring the training scenarios to the individual player. The research is aimed at achieving three concrete research innovations, corresponding to three subprojects: (1) techniques for the automated generation of in-game narratives that are tailored to the individual player, (2) techniques for the automated modelling of players’ cognitive and affective states, based on in-game data and exhibited social signals, and (3) validated studies on the relation of the player behaviour and game properties to learning performance. The research outcomes will be implemented and validated in a training game for the regional fire department (Brandweer Twente) that will be developed in close collaboration with the company Thales/T-Xchange.
The Data2Game project is carried out in collaboration between the University of Twente, Tilburg University, Thales/T-Xchange and Brandweer Twente.
The PhD project
The current PhD vacancy concerns subproject 1 on adaptive text generation. Within this subproject, the PhD candidate will be working on the automatic generation of texts for use in training games. These texts will be adapted to the game play context and to the state and learning goals of the individual player. The narrative games targeted in our project offer multiple opportunities for such tailoring of textual game content. Examples include the generation of in-game texts based on current real world data, the generation of non-player character dialogue and the generation of post-game narrative feedback on player performance.
The PhD candidate is expected to work in an interdisciplinary team with two other PhD candidates, who will be working on subproject 2 (player modelling) and subproject 3 (game-based learning). Vacancies for the two other PhD positions can be found on the vacancies websites of Tilburg University (subproject 2) and the University of Twente (subproject 3).
In addition, the PhD candidate will be collaborating closely with the project team from Thales/T-Xchange. This will involve monthly meetings on location at Thales.
For the position we seek a candidate with a background in a relevant discipline, such as Computational Linguistics, Artificial Intelligence, Computer Science, or another related area.
The PhD candidate has a (Research) Master’s degree in one of these areas, a strong interest in doing research, excellent professional communication and team working skills, and a good command of Dutch and English. Furthermore the candidate is expected to have good programming skills. Experience with developing natural language applications is considered an advantage.
Information and application
For more information on the position, please contact dr. MariŽt Theune (m.theune at utwente.nl). The full project proposal is available upon request.
To apply, upload the following information via the application link below: - Motivation letter, - Curriculum Vitae, - Copy of the university grade list, - Contact information of two academic references.
Applications should be sent before the application deadline of June 1, 2017. Interviews are expected to be held in June. Starting date of the position is as soon as possible, preferably by 1 September, 2017.
Apply online via: https://www.utwente.nl/organisatie/werken-bij-de-ut/vacatures/!/vacature/1034670
You will have a full-time (38 hours a week) contract spanning a period of 4 years. The monthly salary ranges from € 2.191,00 (1st year) to € 2.801,00 (4th year), plus holiday allowance (8%) and end-of-year bonus (8.3%). PhD candidates have a full status as an employee at the University of Twente, including pension and health care benefits. Terms of employment are in accordance with the Dutch Collective Labor Agreement for Universities (CAO). The University of Twente offers excellent working conditions in a stimulating scientific environment; professional and personal development programs; a green and lively campus, with many sports facilities and other activities.
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