Tilburg School of Humanities and Digital Sciences

Research output

Research output per year 1977 2022

• 3880 Article
• 2011 Chapter
• 1083 Conference contribution
• 335 Doctoral Thesis
• 1894 More
  • 305 Book
  • 288 Book/Film/Article review
  • 257 Book editing
  • 219 Web publication/site
  • 153 Working paper
  • 134 Paper
  • 116 Report
  • 113 Abstract
  • 43 Editorial
  • 39 Inaugural speech
  • 38 Digital or Visual Products
  • 37 Poster
  • 26 Entry for encyclopedia/dictionary
  • 20 Review article
  • 17 Special issue
  • 15 Discussion paper
  • 13 Comment/Letter to the editor
  • 13 Literature review
  • 13 Other contribution
  • 8 Meeting Abstract
  • 7 Farewell speech
  • 5 Foreword/postscript
  • 5 Data set/Database
  • 4 Software
  • 2 Letter
  • 2 Patent
  • 1 Conference article
  • 1 Exhibition

Research output per year

Research output per year

Search results

• 2022

  Best Next Preference Prediction Based on LSTM and Multi-level Interactions

  Fuentes, I., Nápoles, G., Arco, L. & Vanhoof, K., 2022, Intelligent Systems and Applications. p. 682-699 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Deep neural networks 100%
  • Marketing 99%
  • Neural networks 62%
• 2021

  Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling

  Emmery, C., Kádár, Á. & Chrupała, G., 15 Apr 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. Kyiv, Ukraine: Association for Computational Linguistics, p. 2388-2402 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Substitution reactions 100%

• Automatic Classification of Sleep Apnea Type and Severity using EEG Signals

  Alimardani, M. & de Moor, G., 2021, SCITEPRESS. p. 121-128

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Deep Learning for Neuromarketing; Classification of User Preference using EEG Signals

  Alimardani, M. & Kaba, M., May 2021, ACM. p. 1-7

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

• Emergence of Metacognitive knowledge via Audible Pupil Size

  de Rooij, A., Wijers, I. & Marinussen, M., 26 Apr 2021, European Conference on Cognitive Ergonomics 2021. p. 1-7 7 p. 18

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • pupil 100%
  • knowledge 82%
  • experiment 12%
  • time 7%
  • learning 7%

• Evolving Recurrent Neural Networks for Pattern Classification

  Nápoles, G., 2021, Intelligent Systems and Applications. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer International Publishing, p. 388-398 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Recurrent neural networks 100%
  • Pattern recognition 84%
  • Classifiers 67%
  • Backpropagation 30%
  • Learning algorithms 26%

• Fuzzy Cognitive Maps for Impact Assessment in Psychological Research: Case Study of Psychological Well-being

  Farahani, H., Nápoles, G. & Azadfallah, P., 2021, Conference: 3th International Conference on Modern Approach in Humanities and Social Sciences (ICMHS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Grip op je schrijfproces met De Schrijfmachine: Zelfregulerend academisch schrijven

  Bouwer, R. & van der Loo, J., 2021, HSN Conferentie Onderwijs Nederlands. Vol. 34.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional

• Human Interaction and Networking Transitions System (HINTS) for Social User Analytics and Modeling of Offline Team Group Interaction Information

  Doan, N., Hudson, D., Wiltshire, T., Lijdsman, P., Wever, S. & Atzmueller, M., 2021, Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '21 Adjunct). Utrecht, Netherlands

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

• "I'm here for you": Can social chatbots truly support their users? A literature review

  van Wezel, M., Croes, E. & Antheunis, M., 2021, Chatbot Research and Design. Springer, p. 96-113

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • social support 100%
  • literature 50%
  • mental health 27%

• Looking for a Deal? Visual Social Attention during Negotiations via Mixed Media Videoconferencing

  Vrzakova, H., Amon, M. J., Rees, M., Faber, M. & D'Mello, S., Jan 2021, Proceedings of the AMC on Human-Computer Interaction. CSCW3 ed. Vol. 4.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• MANIFESTO! Now: Game Design for Revolutionary Thinking

  Hanna, J., Ashby, S., Nash, C., Matos, S. & Faria, A., 2021, Proceedings of Cumulus Conference 2021: Design Culture(s). Rome: Cumulus and the Global Association of Art and Design Education and Research, p. 4160-4173 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • edition 100%
  • provocation 33%
  • digitalization 32%
  • radicalism 30%
  • genre 24%

• Preregistering NLP research

  van Miltenburg, E., van der Lee, C. & Krahmer, E., 1 Jun 2021, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Online: Association for Computational Linguistics, p. 613-623 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Natural Language Processing (NLP) 100%
  • Psychology 9%
  • Medicine 9%

• Speculative Design in Education: Mapping the Landscape

  Helgason, I., Mitrović, I., Hanna, J., Auger, J., Encinas, E. & Smyth, M., 2021, Proceedings of Cumulus Conference 2021: Design Culture(s). Rome: Cumulus and the Global Association of Art and Design Education and Research, p. 4263-4274 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • educator 100%
  • education 49%
  • curriculum 43%
  • resources 35%
  • interview 34%

• The Effectiveness of a Robot Animal as a Virtual Instructor

  Sierra Rativa, A., Safarova, M. & van Zaanen, M., 31 Jan 2021, Robotics in Education. Lepuschitz, W., Merdan, M., Koppensteiner, G., Balogh, R. & Obdržálek, D. (eds.). Switzerland : Springer, Vol. 1316. p. 329-338 10 p. 30

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Animals 100%
  • Robots 66%
  • Robotics 39%
  • Students 9%

• The Effect of Robot-Guided Meditation on Intra-Brain EEG Phase Synchronization

  Yoon, S., Alimardani, M. & Hiraki, K., 8 Mar 2021, ACM. p. 318-322

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

  Gehrmann, S., Adewumi, T., Aggarwal, K., Ammanamanchi, P. S., Aremu, A., Bosselut, A., Chandu, K. R., Clinciu, M-A., Das, D., Dhole, K., Du, W., Durmus, E., Dušek, O., Emezue, C. C., Gangal, V., Garbacea, C., Hashimoto, T., Hou, Y., Jernite, Y., Jhamtani, H. & 36 others, Ji, Y., Jolly, S., Kale, M., Kumar, D., Ladhak, F., Madaan, A., Maddela, M., Mahajan, K., Mahamood, S., Majumder, B. P., Martins, P. H., McMillan-Major, A., Mille, S., van Miltenburg, E., Nadeem, M., Narayan, S., Nikolaev, V., Niyongabo Rubungo, A., Osei, S., Parikh, A., Perez-Beltrachini, L., Rao, N. R., Raunak, V., Rodriguez, J. D., Santhanam, S., Sedoc, J., Sellam, T., Shaikh, S., Shimorina, A., Sobrevilla Cabezudo, M. A., Strobelt, H., Subramani, N., Xu, W., Yang, D., Yerukola, A. & Zhou, J., 1 Aug 2021, Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021). Online: Association for Computational Linguistics, p. 96-120 25 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Air cushion vehicles 100%
  • Ecosystems 19%

• The Temperature of Morality: A Behavioral Study Concerning the Effect of Moral Decisions on Facial Thermal Variations in Video Games

  Guglielmo, G. & Klincewicz, M., 4 Aug 2021, Foundations of Digital Games. Association for Computing Machinery (ACM), p. 1-4 4 p. ISBN 978-1-4503-8422-3/21/08

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Infrared imaging 100%
  • Hot Temperature 40%
  • Temperature 33%
  • Blood 19%
  • Experiments 7%

• Underreporting of errors in NLG output, and what to do about it

  van Miltenburg, E., Clinciu, M., Dušek, O., Gkatzia, D., Inglis, S., Leppänen, L., Mahamood, S., Manning, E., Schoch, S., Thomson, C. & Wen, L., 1 Aug 2021, Proceedings of the 14th International Conference on Natural Language Generation. Aberdeen, Scotland, UK: Association for Computational Linguistics, p. 140-153 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access
• 2020

  A Case Study of Natural Gender Phenomena in Translation: A Comparison of Google Translate, Bing {M}icrosoft Translator and DeepL for English to Italian, French and Spanish

  Rescigno, A. A., Monti, J., Way, A. & Vanmassenhove, E., Oct 2020, A Case Study of Natural Gender Phenomena in Translation: A Comparison of Google Translate, Bing {M}icrosoft Translator and DeepL for English to Italian, French and Spanish. Workshop on the Impact of Machine Translation (iMpacT 2020) at Association for Machine Translation in the Americas (AMTA), p. 62 90 p. (Workshop on the Impact of Machine Translation (iMpacT 2020)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Active Word Learning through Self-supervision

  Gelderloos, L., Alishahi, A. & Mahmoudi Kamelabad, A., 2020, Proceedings of the 42nd Annual Meeting of the Cognitive Science Society. p. 1050-1056

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Problem-Based Learning 100%
  • Linguistics 82%
  • Plasticity 81%
  • Communication 43%

• Analyzing analytical methods: The case of phonology in neural models of spoken language

  Chrupała, G., Higy, B. & Alishahi, A., 1 Jul 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online: Association for Computational Linguistics, p. 4146-4156 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • phonology 100%
  • spoken language 93%
  • activation 84%
  • diagnostic 29%
  • neural network 20%

• Assessing the relationship between trait and state levels of mind wandering during a tracing task

  Dias Da Silva, M., Gonçalves, Ó. F. & Postma, M., 2020, Proceedings of the 42nd Annual Meeting of the Cognitive Science Society: Developing a Mind: Learning in Humans, Animals, and Machines. Denison, S., Mack, M., Xu, Y. & Armstrong, B. C. (eds.). Toronto: Cognitive Science Society, p. 3289-3294

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File
  4 Downloads (Pure)

• A tool for requirements analysis of safety-critical cyber-physical systems

  van den Berg, F. & Haverkort, B. R., 2020, Measurement, Modelling and Evaluation of Computing Systems - 20th International GI/ITG Conference, MMB 2020, Proceedings. Hermanns, H. & Hermanns, H. (eds.). Springer, p. 242-258 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12040 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Cyber Physical System 100%
  • Automation 34%

• Automated Detection of Optimal DBS Device Settings

  Ding, Y., Önal, I., Darzi, A., Provenza, N., Jeni, L., Borton, D., Goodman, W. & Cohn, J., Oct 2020, Companion Publication of the 2020 International Conference on Multimodal Interaction.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

• Bridging the Gap between Culture Studies and Computational Linguistics

  van de Ven, I. & van Zaanen, M., 2020, Conference Proceedings Twin Talks: Virtual Workshop Understanding and Facilitating Collaboration in DH, Clarin.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

• Can virtual reality act as an affective machine? The wild animal embodiment experience and the importance of appearance

  Sierra Rativa, A., Postma, M. & van Zaanen, M., 12 Feb 2020, MIT LINC 2019. MIT: EPiC Series in Education Science, Vol. 3. p. 214-223 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Animals 100%
  • Virtual reality 91%
  • User experience 51%
  • Robots 16%
  • Feedback 16%
  200 Downloads (Pure)

• Carrot or Stick: The Effect of Reward and Punishment in Robot Assisted Language Learning

  de Haas, M. & Conijn, R., 2020, Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. New York, NY, USA: Association for Computing Machinery, p. 177–179 (HRI '20).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • robot 100%
  • reward 81%
  • penalty 79%
  • learning 32%
  • student 5%

• Designing a Synthesized Content Feed System for Community Radio

  Scott, K. M., Ashby, S. & Stan, A., 2020, Proceedings of the 11th Nordic Conference on Human-Computer Interaction 2020.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Distributional semantic models for vocabulary acquisition

  Garrido Alhama, R., Rowland, C. & Kidd, E., 2020, Poster presented at the 26th Architectures and Mechanisms for Language Processing Conference (AMLap 2020), Potsdam, Germany. .

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Effects of domain size during reference production in photo-realistic scenes

  Koolen, R. & Krahmer, E., 2020, Proceedings of the 42nd Annual Conference of the Cognitive Science Society. The Cognitive Science Society

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • time 100%
  • experiment 42%
  26 Downloads (Pure)

• Effects of Pitch Gestures on Learning Chinese Orthography with a Social Robot

  Zhang, P. & Haas, M. D., 2020, Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction, HRI 2020, Cambridge, UK, March 23-26, 2020. Belpaeme, T., Young, J., Gunes, H. & Riek, L. D. (eds.). ACM, p. 180-182 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Evaluating Word Embeddings for Language Acquisition

  Garrido Alhama, R., Rowland, C. & Kidd, E., Nov 2020, Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics. Association for Computational Linguistics

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Evaluation rules! On the use of grammars and rule-based systems for NLG evaluation

  van Miltenburg, E., van der Lee, C., Castro-Ferreira, T. & Krahmer, E., 1 Dec 2020, Proceedings of the 1st Workshop on Evaluating NLG Evaluation. Dublin, Ireland: Association for Computational Linguistics, p. 17-27 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Knowledge based systems 100%

• Exploring the characteristics of immersive technologies for teamwork

  Balint, B-N., Stevens, B., Dudfield, H. & Powell, W., 30 Nov 2020, Proceeding of the Virtual Interservice/Industry Training, Simulation, and Education Conference: vIITSEC. 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Immersion 100%
  • User-Computer Interface 92%
  • Virtual Reality 73%
  • Technology 59%
  • Organizations 50%

• Fast k-Fuzzy-Rough Cognitive Networks

  Nápoles, G., Goossens, W., Moesen, Q. & Mosquera, C., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207575. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Information granules 100%
  • Fuzzy systems 33%
  • Neurons 29%
  • Neural networks 19%
  • Computer simulation 17%

• Feature and Label Association Based on Granulation Entropy for Deep Neural Networks

  Bello, M., Nápoles, G., Sánchez, R., Vanhoof, K. & Bello, R., 2020, Rough Sets. Bello, R., Miao, D., Falcon, R., Nakata, M., Rosete, A. & Ciucci, D. (eds.). Cham: Springer International Publishing, p. 225-235 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Deep neural networks 100%
  • Labels 87%
  • Entropy 86%
  • Information granules 80%
  • Neural networks 62%

• Good Health Orientations: an analysis of running therapy in the Netherlands

  van Driel, S., 2020, (Unpublished) Public Health, Private Illness: Medical Humanities Symposium.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  • Netherlands 100%
  • illness 96%
  • public health 87%
  • health 55%

• Gradations of Error Severity in Automatic Image Descriptions

  van Miltenburg, E., Lu, W-T., Krahmer, E., Gatt, A., Chen, G., Li, L. & van Deemter, K., 1 Dec 2020, Proceedings of the 13th International Conference on Natural Language Generation. Dublin, Ireland: Association for Computational Linguistics, p. 398-411 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Experiments 100%

• How Do Image Description Systems Describe People? A Targeted Assessment of System Competence in the PEOPLE-domain

  van Miltenburg, E., 1 Dec 2020, Proceedings of the Second Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN). Barcelona, Spain: Association for Computational Linguistics, p. 30-36 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Labels 100%
  • Context free grammars 78%
  • Semantics 40%

• Identifying the Bounds of Peripersonal Space with Phase Transition Methods

  Huijsmans, M. & Wiltshire, T., 2020, Proceedings of the Annual Meeting of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Personal Space 100%
  • Phase Transition 80%

• Implementing text-to-speech tools for community radio in remote regions of Romania

  Scott, K. M., Ashby, S. & Cibin, R., 2020, Proceedings of UbiComp-ISWC 2020.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Keep Calm and Learn the Language: Do Multilinguals Have Lower Intolerance of Uncertainty than Monolinguals?

  Vaitonyte, J., Müller, L-M. & Oztürk, O., 2020, Proceedings of the 42th Annual Conference of the Cognitive Science Society. Cognitive Science Society, p. 3464-3470

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Learning to Understand Child-directed and Adult-directed Speech

  Gelderloos, L., Chrupała, G. & Alishahi, A., 1 Jul 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online: Association for Computational Linguistics, p. 1-6 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • learning 100%
  • linguistics 35%
  • acoustics 28%
  • language acquisition 26%
  • performance 24%

• 'Long nose’ and ‘naso lungo’: Establishing the need for retrodiction in computational models of word learning

  Zermiani, F., Khaliq, A. & Garrido Alhama, R., 2020, Poster presented at Many Paths to Language (virtual MPaL 2020), Nijmegen, The Netherlands..

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

• Makers in Healthcare: The Role of Occupational Therapists in the Design of DIY Assistive Technology

  Slegers, K., Kouwenberg, K., Loučova, T. & Daniels, R., Apr 2020, Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. ACM, p. 1-11 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • 3D printers 100%
  • 3D modeling 29%
  • Fabrication 18%

• Multimodal Interaction in Psychopathology

  Önal, I., Cohn, J. & Dibeklioglu, H., Oct 2020, Proceedings of the 2020 International Conference on Multimodal Interaction.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Multi-modal Study of the Effect of Information Complexity in a Crisis Management Game

  Mavromoustakos Blom, P., Bakkes, S. & Spronck, P., 2020, GAME-ON 2020.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • Physiology 100%
  • Decision making 59%
  • Sensors 41%

• Multi-Modal Study of the Effect of Time Pressure in a Crisis Management Game

  Mavromoustakos-Blom, P., Bakkes, S. & Spronck, P., 2020, International Conference on the Foundations of Digital Games. New York, NY, USA: Association for Computing Machinery, (FDG '20).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Sensors 100%

• New measures for the fundamentals of human performance

  Gray, W., Perez, R., Rahman, R., Sims, C., Torres, E. & Wiltshire, T., 2020, Annual Meeting of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access