Taatgen, Prof. Niels
Niels Taatgen (1964) studied computer science and psychology at the University of Groningen and gained his PhD in 1999 with a thesis entitled ‘Learning without limits’. He subsequently became a university lecturer in the department of Cognitive Sciences, later Artificial Intelligence, of the University of Groningen. After a period in which he worked for both the Carnegie Mellon University in Pittsburgh (US) and the University of Groningen, he became professor of Cognitive Modelling at the the University of Groningen. Taatgen investigates human behaviour using computer simulations in order to understand our behaviour in certain situations, for example when multitasking. According to him, we are much better at multitasking than we think. In 2011 he was awarded a European ERC grant of EUR 1.5 million for his research. His starting point is that people are in principle able to multitask, but that this can sometimes go wrong due to several tasks needing the same part of the brain at the same time. The project will concentrate in particular on the issue of why people want to do many things at the same time, and what circumstances control whether this is safe and productive or not.
Taatgen is the mastermind of the degree programmes in Artificial Intelligence. In 1991 he was appointed to create the predecessor of the current degree programmes, Cognitive Engineering. Taatgen teaches topics in which he is actively involved himself, and this is apparent from his expertise and enthusiasm. He does not simply stop at his favourite explanation, but always offers the students alternative interpretations. In his lectures the students’ ideas as discussed all together, enthusiastically and in an open manner, and tested on the spot. Taatgen makes it clear that he finds these ideas very valuable both for the subject at hand and for his own research. Students are guided in the right direction without losing their own perspective on the problem and the solution.
In January 2016, Taatgen was voted Teacher of the Year of the University of Groningen.
Video
- Taatgen on multitasking in De kennis van Nu - het afgeleide brein (in Dutch; from 4.43)
- Taatgen in 'Breingeheim' (programme on multitasking, Omroep Max)
Previously in the news
2022
Toth,
A. G., Hendriks, P., Taatgen,
N., & van Rij, J. (2022). A cognitive
modeling approach to learning and using reference biases in
language. Frontiers in Artificial
Intelligence, 5, [933504]. https://doi.org/10.3389/frai.2022.933504
Hoekstra,
C., Martens, S., & Taatgen, N.
A. (2022). Testing the skill-based approach:
Consolidation strategy impacts attentional blink
performance. PLoS ONE, 17(1),
[e0262350]. https://doi.org/10.1371/journal.pone.0262350
2021
Toth,
A. G., Taatgen, N., Hendriks,
P., & van Rij, J. (2021). Learning
reference biases from language input: A cognitive modelling
approach. In T. C. Stewart (Ed.), Proceedings of the
19th International Conference on Cognitive Modelling (ICCM
2021) (pp. 282-288). [590] Applied Cognitive Science Lab, Penn
State.
Paul,
K. I., Glathe, A., Taatgen, N. A., Steele, C.
J., Villringer, A., Lanzer, P., & Cnossen, F.
(2021). Mental rotation ability predicts the acquisition of
basic endovascular skills. Scientific
Reports, 11, [22453]. https://doi.org/10.1038/s41598-021-00587-x
Herlambang,
M. B., Taatgen, N. A., & Cnossen,
F. (2021). Modeling motivation using goal competition
in mental fatigue studies. Journal of Mathematical
Psychology, 102, [102540]. https://doi.org/10.1016/j.jmp.2021.102540
Herlambang,
M. B., Cnossen, F., & Taatgen, N.
A. (2021). The effects of intrinsic motivation on
mental fatigue. PLoS ONE,
16(1), [e0243754]. https://doi.org/10.1371/journal.pone.0243754
Taatgen,
N. A., van Vugt, M. K., Daamen, J., Katidioti,
I., Huijser, S., & Borst, J. P.
(2021). The resource-availability model of distraction and
mind-wandering. Cognitive Systems
Research, 68, 84-104. https://doi.org/10.1016/j.cogsys.2021.03.001
2020
van
der Mijn, R., Damsma, A., Taatgen, N.,
& van Rijn, H. (2021). Individual optimization of
risky decisions in duration and distance estimations.
Attention, Perception, & Psychophysics,
83, 1897–1906. https://doi.org/10.3758/s13414-020-02225-6
Tiotto,
T., Goossens, A., Borst, J.,
Banerjee, T., & Taatgen, N. (2021).
Learning to Approximate Functions Using Nb-doped SrTiO3
Memristors. Frontiers in Neuroscience,
14. https://doi.org/10.3389/fnins.2020.627276
Hoekstra,
C., Martens, S., & Taatgen, N.
A. (2020). A Skill-Based Approach to Modeling the
Attentional Blink. Topics in Cognitive
Science, 12(3), 1030-1045. https://doi.org/10.1111/tops.12514
Taatgen,
N. (2020). A spiking neural architecture that learns
tasks. In T. C. Stewart (Ed.), Proceedings of ICCM 2019
- 17th International Conference on Cognitive Modeling (pp.
253-258). (Proceedings of ICCM 2019 - 17th International Conference
on Cognitive Modeling). Applied Cognitive Science Lab, Penn
State.
Huijser,
S., Verkaik, M., van Vugt, M. K., &
Taatgen, N. A. (2020). Captivated by thought: "Sticky"
thinking leaves traces of perceptual decoupling in task-evoked
pupil size. PLoS ONE, 15(12),
[e0243532]. https://doi.org/10.1371/journal.pone.0243532
Ji,
Y., van Rij, J., & Taatgen, N.
(2020). Cognitive Flexibility in Cognitive Architecture:
Simulating using Contextual Learning in PRIMs. In Poster
session presented at 18th International Conference on Cognitive
Modeling
Huijser,
S., Taatgen, N. A., & van Vugt, M.
K. (2020). The art of planning ahead: When do we
prepare for the future and when is it effective?
Journal of experimental psychology. Learning, memory, and
cognition. https://doi.org/10.1037/xlm0000970
2019
Damsma,
A., Taatgen, N., de Jong, R., &
van Rijn, H. (2020). No evidence for an attentional
bias towards implicit temporal regularities.
Attention, Perception & Psychophysics,
82(3), 1136-1149. https://doi.org/10.3758/s13414-019-01851-z
Ji,
Y., van Rij, J., & Taatgen, N.
(2019). Discoveries of the Algebraic Mind: A PRIMs
Model. In Proceedings of 17th International conference
on cognitive modeling Waterloo, Canada: University of
Waterloo.
Wray,
R., Taatgen, N., Lebiere, C., Pastra, K., Pirolli, P.,
Rosenbloom, P., Scheutz, M., Stewart, T., & Wiles, J. (2019).
Functional knowledge requirements for interactive task
learning. In K. Gluck, & J. Laird (Eds.),
Interactive task learning: Humans, Robots, and Agents Acquiring
New Tasks through Natural Interactions (pp. 19-51). (
Strüngmann Forum Reports; Vol. 26). The MIT Press. https://mitpress.mit.edu/books/interactive-task-learning
van
Vugt, M. K., Beulen, M. A., & Taatgen, N.
A. (2019). Relation between centro-parietal positivity
and diffusion model parameters in both perceptual and memory-based
decision making. Brain Research,
1715, 1-12. https://doi.org/10.1016/j.brainres.2019.03.008
Taatgen,
N. (2019). The representation of task knowledge at
multiple levels of abstraction. In K. Gluck, & J. Laird
(Eds.), Interactive task learning: Humans, Robots, and Agents
Acquiring New Tasks through Natural Interactions (pp. 75-87).
(Strüngmann Forum Reports; Vol. 26). The MIT Press. https://mitpress.mit.edu/books/interactive-task-learning
Herlambang,
M., Taatgen, N., & Cnossen, F.
(2019). The Role of Motivation as a Factor in Mental
Fatigue. Human Factors,
61(7), 1171-1185. https://doi.org/10.1177/0018720819828569
2018
Arslan,
B., Verbrugge, R., Taatgen, N.,
& Hollebrandse, B. (2020). Accelerating the
Development of Second-Order False Belief Reasoning: A Training
Study With Different Feedback Methods. Child
Development, 91(1), 249-270. https://doi.org/10.1111/cdev.13186
Lieto,
A., Kennedy, W. G., Lebiere, C., Romero, O. J., Taatgen,
N., & West, R. L. (2018). Higher-level Knowledge,
Rational and Social Levels Constraints of the Common Model of the
Mind. In A. V. Samsonovich, & C. J. Lebiere (Eds.),
Postproceedings of the 9th Annual International Conference on
Biologically Inspired Cognitive Architectures, BICA 2018 (Ninth
Annual Meeting of the BICA Society), held August 22-24, 2018 in
Prague, Czech Republic (Vol. 145, pp. 757-764). (Procedia
Computer Science). Elsevier. https://doi.org/10.1016/j.procs.2018.11.033
van
der Velde, M., van Vugt, M., &
Taatgen, N. (2018). Modelling the Effect of Depression
on Working Memory. In I. Juvina, J. Houpt, & C. Myers
(Eds.), Proceedings of the 16th International Conference on
Cognitive Modeling (pp. 200). University of Wisconsin.
Shaposhnik,
H., Taatgen, N., & Borst, J. (2018).
Predicting the optimal time for interruption using pupillary
data and classification. In Proceedings of the Annual
Conference of the Cognitive Science Society (pp. 2479-2484).
Cognitive Science Society.
Verbrugge,
R., Meijering, B., Wierda, S., Van Rijn, H., &
Taatgen, N. (2018). Stepwise training supports
strategic second-order theory of mind in turn-taking games.
Judgment and decision making, 13(1),
79-98.
Wan,
J., & Taatgen, N. (2018). The Influence of
Music and Music Familiarity on Time Perception. In
Proceedings of the Annual Conference of the Cognitive Science
Society (pp. 2657-2662). Cognitive Science Society.
Stevens,
C. A., Daamen, J., Gaudrain, E., Renkema, T., Top, J.
D., Cnossen, F., & Taatgen, N.
A. (2018). Using Cognitive Agents to Train Negotiation
Skills. Frontiers in Psychology,
9, [154]. https://doi.org/10.3389/fpsyg.2018.00154
2017
Huijser,
S., van Vugt, M. K., & Taatgen, N.
A. (2018). The wandering self: Tracking distracting
self-generated thought in a cognitively demanding context.
Consciousness and Cognition, 58,
170-185. https://doi.org/10.1016/j.concog.2017.12.004
Paul,
K., Cnossen, F., Taatgen, N.,
Lanzer, P., Sehm, B., & Villringer, A. (2017). Brain
Plasticity Related to Psycho-motor Skills in Catheter-based
Interventions. Poster session presented at 7th IMPRS
NeuroCom Summer School, Londen, United Kingdom.
Taatgen,
N. (2017). Cognitive Architectures: Innate or
Learned?. 476-480.
Arslan,
B., Verbrugge, R., & Taatgen, N.
(2017). Cognitive control explains the mutual transfer
between dimensional change card sorting and first-order false
belief understanding: A computational modeling study on transfer of
skills. Biologically Inspired Cognitive
Architectures, 20, 10-20. https://doi.org/10.1016/j.bica.2017.03.001
Huijser,
S., Taatgen, N., & van Vugt,
M. (2017). Distracted in a Demanding Task: A
Classification Study with Artificial Neural Networks. In B.
Verheij, & M. Wiering (Eds.), Proceedings of BNAIC
2017 (pp. 199-212). University of Groningen. http://bnaic2017.ai.rug.nl/program.html
Arslan,
B., Taatgen, N. A., & Verbrugge, R.
(2017). Five-Year-Olds' Systematic Errors in Second-Order
False Belief Tasks Are Due to First-Order Theory of Mind Strategy
Selection: A Computational Modeling Study.
Frontiers in Psychology, 8, [275].
https://doi.org/10.3389/fpsyg.2017.00275
Damsma,
A., de Jong, R., Taatgen, N., &
van Rijn, D. (2017). No Evidence For Improved
Attention Towards Implicit Temporal Regularities.
Poster session presented at 1st Conference of The Timing Research
Forum, Strasbourg, France.
Damsma,
A., de Jong, R., Taatgen, N., &
van Rijn, D. (2017). No Evidence For Improved
Attention Towards Implicit Temporal Regularities.
Poster session presented at Winter Conference Nederlandse
Vereniging voor Psychonomie 2017, Egmond aan Zee,
Netherlands.
2016
Liang,
P., Jia, X., Taatgen, N. A., Borst, J.
P., & Li, K. (2016). Activity in the
fronto-parietal network indicates numerical inductive reasoning
beyond calculation: An fMRI study combined with a cognitive
model. Scientific Reports, 6,
[25976]. https://doi.org/10.1038/srep25976
van
Rijn, H., & Taatgen, N. A. (2016). An
integrative account of psychological time. In S. E. F.
Chipman (Ed.), The Oxford Handbook of Cognitive Science
(pp. 151-168). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199842193.013.18
Paul,
K., Cnossen, F., Taatgen, N.,
Lanzer, P., & Villringer, A. (2016). Brain Plasticity
Related to Psychomotor Skills in Catheter-based
Interventions. 1-1. Poster session presented at Donders
Discussion, Nijmegen, Netherlands.
Taatgen,
N. A., van Vugt, M. K., Borst, J.
P., & Mehlhorn, K. (2016). Cognitive
Modeling at ICCM: State of the Art and Future Directions.
Topics in Cognitive Science, 8(1),
259-263. https://doi.org/10.1111/tops.12185
Nijboer,
M., Borst, J., van Rijn, H., &
Taatgen, N. (2016). Contrasting single and
multi-component working-memory systems in dual tasking.
Cognitive psychology, 86, 1-26. https://doi.org/10.1016/j.cogpsych.2016.01.003
Nijboer,
M., Borst, J. P., van Rijn, D.,
& Taatgen, N. A. (2016). Driving and Multitasking:
The Good, the Bad, and the Dangerous. Frontiers in
Psychology, 7, [1718]. https://doi.org/10.3389/fpsyg.2016.01718
Buwalda,
T., Borst, J., van der Maas, H., & Taatgen,
N. (2016). Explaining mistakes in single digit
multiplication: A cognitive model. In D. Reitter, & F.
E. Ritter (Eds.), Proceedings of ICCM 2016 - 14th International
Conference on Cognitive Modeling (pp. 131-136). (Proceedings
of ICCM 2016 - 14th International Conference on Cognitive
Modeling). The Pennsylvania State University.
Huijser,
S., Taatgen, N., & van Vugt,
M. (2016). Following the wandering mind in the eyes:
Tracking distraction by the self in a complex working memory
task. In D. Reitter, & F. E. Ritter (Eds.),
Proceedings of ICCM 2016 - 14th International Conference on
Cognitive Modeling (pp. 258-260). (Proceedings of ICCM 2016 -
14th International Conference on Cognitive Modeling). The
Pennsylvania State University.
Stevens,
C. A., Taatgen, N. A., & Cnossen, F.
(2016). Instance-Based Models of Metacognition in the
Prisoner's Dilemma. Topics in Cognitive
Science, 8(1), 322-334. https://doi.org/10.1111/tops.12181
Katidioti,
I., Borst, J. P., Bierens de Haan, D. J., Pepping,
T., van Vugt, M. K., & Taatgen, N. A.
(2016). Interrupted by Your Pupil: An Interruption Management
System Based on Pupil Dilation. International
Journal of Human-Computer Interaction, 32(10),
791-801. https://doi.org/10.1080/10447318.2016.1198525
Katidioti,
I., Borst, J. P., Van Vugt, M. K.,
& Taatgen, N. A. (2016). Interrupt me: External
interruptions are less disruptive than self-interruptions.
Computers in Human Behavior, 63,
906-915. https://doi.org/10.1016/j.chb.2016.06.037
van
Vugt, M. K., Beulen, M. A., & Taatgen, N.
A. (2016). Is There Neural Evidence for an Evidence
Accumulation Process in Memory Decisions?
Frontiers in Human Neuroscience, 10,
[93]. https://doi.org/10.3389/fnhum.2016.00093
Stevens,
C., de Weerd, H., Cnossen, F.,
& Taatgen, N. (2016). Metacognitive Agent for
Training Negotiation Skills. In D. Reitter, & F. Ritter
(Eds.), Proceedings of ICCM 2016 (pp. 27). Penn State
University Press.
Petukhova,
V., Stevens, C., de Weerd, H., Taatgen,
N., Cnossen, F., & Malchanau, A. (2016).
Modelling multi-issue bargaining dialogues: Data collection,
annotation design and corpus. In N. Calzolari, K. Choukri,
T. Declerck, S. Goggi, M. Grobelnik, B. Maegaard, J. Mariani, H.
Mazo, A. Moreno, J. Odijk, & S. Piperidis (Eds.),
Proceedings of the Tenth International Conference on Language
Resources and Evaluation (pp. 3133). European Language
Resources Association (ELRA).
van
Helvert, J., Petukhova, V., Stevens, C., de Weerd, H.,
Börner, D., van Rosmalen, P., Alexandersson, J., &
Taatgen, N. (2016). Observing, coaching and
reflecting: Metalogue - A multi-modal tutoring system with
metacognitive abilities. EAI Endorsed Transactions
on Future Intelligent Educational Environments,
2016(6), [e6]. https://doi.org/10.4108/eai.27-6-2016.151525
Rijn,
van, H., Borst, J., Taatgen, N.,
& van Maanen, L. (2016). On the necessity of integrating
multiple levels of abstraction in a single computational
framework. Current Opinion in Behavioral
Sciences, 11, 116-120. https://doi.org/10.1016/j.cobeha.2016.07.007
Taatgen,
N. A. (2016). Theoretical models of training and
transfer effects. In Cognitive Training: An Overview of
Features and Applications (pp. 19-29). Springer International
Publishing. https://doi.org/10.1007/978-3-319-42662-4_3
Taatgen,
N. A., & de Weerd, H. (2016). Using a
cognitive architecture in educational and recreational games: How
to incorporate a model in your App. In D. Reitter, & F.
Ritter (Eds.), Proceedings of the 14h International Conference
on Cognitive Modeling (ICCM 2016) (pp. 119-124). Penn State
University Press.
2015
Taatgen,
N., Katidioti, I., Borst, J., & van
Vugt, M. (2015). A Model of Distraction using new
Architectural Mechanisms to Manage Multiple Goals. In N.
Taatgen, M. van Vugt, J. Borst, & K. Mehlhorn (Eds.),
Proceedings of the 13th International Conference on Cognitive
Modeling (pp. 264-269). University of Groningen. http://www.iccm2015.org/proceedings
Nyamsuren,
E., van der Maas, H., & Taatgen, N. (2015).
How does prevalence shape errors in complex tasks? In
Proceedings of the International Conference on Cognitive
Modeling (ICCM) 2015 (pp. 160-165)
Stevens,
C., Taatgen, N., & Cnossen, F.
(2015). Metacognition in the Prisoner's Dilemma. In
proceedings of the 13th Annual International Conference on
Cognitive Modeling (pp. 112)
van
Vugt, M., Taatgen, N., Sackur, J., &
Bastian, M. (2015). Modeling mind-wandering: a tool to better
understand distraction. In N. Taatgen, M. van Vugt, J.
Borst, & K. Mehlhorn (Eds.), Proceedings of the 13th
International Conference on Cognitive Modeling. (pp. 252).
University of Groningen. http://www.iccm2015.org/proceedings
Buwalda,
T., Borst, J., Van Vugt, M., &
Taatgen, N. (2015). Reducing the attentional blink by
training: Testing model predictions using EEG. In N. A.
Taatgen, M. K. van Vugt, J. P. Borst, & K. Mehlhorn (Eds.),
Proceedings of ICCM 2015 - 13th International Conference on
Cognitive Modeling (pp. 84-85). (Proceedings of ICCM 2015 -
13th International Conference on Cognitive Modeling). University of
Groningen.
Arslan,
B., Verbrugge, R., Taatgen, N.,
& Hollebrandse, B. (2015). Teaching children to
attribute second-order false beliefs: A training study with
feedback. In Proceedings of the 37th Annual Meeting of
the Cognitive Science Society (pp. 108-113)
Nijboer,
M., Borst, J. P., Van Rijn, H.,
& Taatgen, N. A. (2015). The influence of
cognitive strategies on performance in working memory tasks.
In N. A. Taatgen, M. K. van Vugt, J. P. Borst, & K. Mehlhorn
(Eds.), Proceedings of ICCM 2015 - 13th International
Conference on Cognitive Modeling (pp. 200-201). (Proceedings
of ICCM 2015 - 13th International Conference on Cognitive
Modeling). University of Groningen.
Arslan,
B., Wierda, S., Taatgen, N., & Verbrugge,
R. (2015). The role of simple and complex working
memory strategies in the development of first-order false belief
reasoning: A computational model of transfer of skills. In
Proceedings of the 13th International Conference on Cognitive
Modeling
Borst,
J. P., Nijboer, M., Taatgen, N. A., van
Rijn, H., & Anderson, J. R. (2015). Using
data-driven model-brain mappings to constrain formal models of
cognition. PLoS ONE, 10(3),
[e0119673]. https://doi.org/10.1371/journal.pone.0119673
Borst,
J., Taatgen, N., & van Rijn,
H. (2015). What Makes Interruptions Disruptive? A
Process-Model Account of the Effects of the Problem State
Bottleneck on Task Interruption and Resumption. In CHI
'15 Proceedings of the 33rd Annual ACM Conference on Human Factors
in Computing Systems (pp. 2971-2980). ACM Press. https://doi.org/10.1145/2702123.2702156
2014
Willems,
C., Damsma, A., Wierda, S., Taatgen, N., &
Martens, S. (2015). Training-induced Changes in the
Dynamics of Attention as Reflected in Pupil Dilation.
Journal of Cognitive Neuroscience,
27(6), 1161-1171. https://doi.org/10.1162/jocn_a_00767
Taatgen,
N. (2014). Between architecture and model: Strategies
for cognitive control. Biologically Inspired
Cognitive Architectures, 8, 132-139. https://doi.org/10.1016/j.bica.2014.03.010
Liang,
P., Jia, X., Taatgen, N. A., Zhong, N., & Li, K.
(2014). Different strategies in solving series completion
inductive reasoning problems: An fMRI and computational
study. International Journal of
Psychophysiology, 93(2), 253-260. https://doi.org/10.1016/j.ijpsycho.2014.05.006
Nyamsuren,
E., & Taatgen, N. (2014). Human Reasoning
Module. Biologically Inspired Cognitive
Architectures, 8, 1-18. https://doi.org/10.1016/j.bica.2014.02.002
Alexandersson,
J., Aretoulaki, M., Campbell, N., Gardner, M., Girenko, A., Klakow,
D., Koryzis, D., Petukhova, V., Specht, M., Spiliotopoulos, D.,
Stricker, A., & Taatgen, N. (2014).
Metalogue: A Multiperspective Multimodal Dialogue System with
Metacognitive Abilities for Highly Adaptive and Flexible Dialogue
Management. In 2014 International Conference on
Intelligent Environments (IE) (pp. 365). IEEE (The Institute
of Electrical and Electronics Engineers).
Meijering,
B., Taatgen, N., van Rijn, H.,
& Verbrugge, R. (2014). Modeling inference of
mental states: As simple as possbile, as complex as
necessary. Interaction Studies,
15(3), 455. https://doi.org/10.1075/is.15.3.05mei
Tanaka,
T., Taatgen, N., Aoki, K., & Fujita, K. (2014).
Resumption lag at interruptible timing might not be short in
actual environment. In CHI'14 Extended abstracts on
Human Factors in Computing Systems (pp. 1801). ACM
Press.
Nijboer,
M., Borst, J., van Rijn, H., &
Taatgen, N. (2014). Single-task fMRI overlap predicts
concurrent multitasking interference.
Neuroimage, 100, 60-74. https://doi.org/10.1016/j.neuroimage.2014.05.082
Arslan,
B., Verbrugge, R., Taatgen, N.,
& Hollebrandse, B. (2014). Teaching Children to
Attribute Second-order False Belief: A Training Study. In J.
Szymanik, & R. Verbrugge (Eds.), Proceedings of the Second
Workshop Reasoning About Other Minds: Logical and Cognitive
Perspectives (Vol. 1208, pp. 1-5). CEUR Workshop
Proceedings.
Gittelson,
L., & Taatgen, N. (2014). Transferrring
primitive elements of skill within and between tasks. In
Proceedings of the 36th annual meeting of the cognitive science
society (pp. 529). Cognitive Science Society.
Katidioti,
I., Borst, J. P., & Taatgen, N. A.
(2014). What Happens When We Switch Tasks: Pupil Dilation in
Multitasking. Journal of experimental
psychology-Applied, 20(4), 380-396. https://doi.org/10.1037/xap0000031
2013
Katidioti,
I., & Taatgen, N. (2014). Choice in
Multitasking: How Delays in the Primary Task Turn a Rational Into
an Irrational Multitasker. Human
Factors, 56(4), 728-736. https://doi.org/10.1177/0018720813504216
Borst,
J., Nijboer, M., Taatgen, N., & Anderson,
J. R. (2013). A data-driven mapping of five ACT-R modules on
the brain. In Proceedings of the 12th International
Conference on Cognitive Modeling (pp. 5-10). Carleton
University.
Borst,
J. P., Buwalda, T. A., van Rijn, H.,
& Taatgen, N. A. (2013). Avoiding the problem
state bottleneck by strategic use of the environment.
Acta Psychologica, 144(2), 373-379.
https://doi.org/10.1016/j.actpsy.2013.07.016
Nijboer,
M., Borst, J., van Rijn, H., &
Taatgen, N. (2013). Concurrent multitasking:
Different tasks, different interference. Paper
presented at 35th Annual Meeting of the Cognitive Science Society,
Berlin, Germany.
Meijering,
B., Van Rijn, H., Taatgen, N. A.,
& Verbrugge, R. (2013). Correction: What eye
movements can tell about theory of mind in a strategic game (PLoS
ONE). PLoS ONE, 8(6). https://doi.org/10.1371/annotation/07d6a9ae-a794-4741-9c47-ef741fcc01fc
Nijboer,
M., Taatgen, N. A., Brands, A., Borst, J.
P., & van Rijn, H. (2013). Decision
Making in Concurrent Multitasking: Do People Adapt to Task
Interference? PLoS ONE,
8(11), [e79583]. https://doi.org/10.1371/journal.pone.0079583
Taatgen,
N. A. (2013). Diminishing Return in Transfer: A PRIM
Model of the Frensch (1991) Arithmetic Experiment. In
International Conference on Cognitive Modeling
Waalkens,
M., Aleven, V., & Taatgen, N. (2013). Does
supporting multiple student strategies lead to greater learning and
motivation? Investigating a source of complexity in the
architecture of intelligent tutoring systems.
Computers & Education, 60(1),
159-171. https://doi.org/10.1016/j.compedu.2012.07.016
Nyamsuren,
E., & Taatgen, N. (2013). From Casual
Deduction to Spatial Relations: Bottom-up and Top-down Reasoning
Unified. In Proceedings of the 12th International
Conference on Cognitive Modeling (pp. 203-208). Carleton
University.
Arslan,
B., Taatgen, N., & Verbrugge, L.
(2013). Modeling developmental transitions in reasoning about
false beliefs of others. In Proceedings of the 12th
international conference on cognitive modeling (pp. 77-82).
Cartelon University. http://iccm-conference.org/2013-proceedings/papers/0013/index.html
Nyamsuren,
E., & Taatgen, N. A. (2013). Pre-attentive
and attentive vision module. Cognitive Systems
Research, 24, 62-71. https://doi.org/10.1016/j.cogsys.2012.12.010
Nijboer,
M., Borst, J. P., Taatgen, NA.,
& Van Rijn, H. (2013). Predicting interference in
concurrent multitasking. In Proceedings of the 12th
International Conference on Cognitive Modeling. Ottawa,
Canada
Lanzer,
P., & Taatgen, N. (2013). Procedural
Knowledge in Percutaneous Coronary Interventions.
Experimental & Clinical Cardiology,
18(1), 1-6. https://doi.org/10.4172/2155-9880.S6-005
Wierda,
S., van Rijn, H., Taatgen, N.,
& Martens, S. (2013). Pupil dilation deconvolution
reveals the dynamics of attention at high temporal
resolution. Perception, 42,
89-89.
Meijering,
B., van Rijn, H., Taatgen, N.,
& Verbrugge, R. (2013). Reasoning about
diamonds, gravity and mental states: The cognitive costs of theory
of mind. 3026-3031. Paper presented at 35th Annual
Meeting of the Cognitive Science Society, Berlin, Germany.
Meijering,
B., Taatgen, N., Van Rijn, H.,
& Verbrugge, R. (2013). Reasoning about mental
states in sequential games: As simple as possible, as complex as
necessary. In Proceedings of the 12th International
Conference on Cognitive Modelling (pp. 1-6)
Nyamsuren,
E., & Taatgen, N. A. (2013). Set as an
Instance of a Real-World Visual-Cognitive Task.
Cognitive Science, 37(1), 146-175.
https://doi.org/10.1111/cogs.12001
Nyamsuren,
E., & Taatgen, N. A. (2013). The Effect of
Visual Representation Style in Problem-Solving: A Perspective from
Cognitive Processes. PLoS ONE,
8(11), [e80550]. https://doi.org/10.1371/journal.pone.0080550
Taatgen,
N. A. (2013). The Gap between Architecture and Model:
Strategies for Executive Control. In 2013 AAAI Fall
Symposium Series
Taatgen,
N. A. (2013). The Nature and Transfer of Cognitive
Skills. Psychological Review,
120(3), 439-471. https://doi.org/10.1037/a0033138
Nyamsuren,
E., & Taatgen, N. A. (2013). The synergy of
top-down and bottom-up attention in complex task: going beyond
saliency models. In Proceedings of the 35th Annual
Conference of the Cognitive Science Society. Austin, TX: Cognitive
Science Society (pp. 3181-3186)
Borst,
J., Taatgen, N., & van Rijn,
H. (2013). Validating Models of Complex, Real-Life
Tasks Using fMRI. In A. Johnson, & R. W. Proctor (Eds.),
Neuroergonomics: A Cognitive Neuroscience Approach to Human
Factors and Ergonomics (pp. 163-180). Palgrave
MacMillan.
Wierda,
S. M., Taatgen, N. A., van Rijn,
H., & Martens, S. (2013). Word
Frequency and the Attentional Blink: The Effects of Target
Difficulty on Retrieval and Consolidation Processes.
PLoS ONE, 8(9), [e73415]. https://doi.org/10.1371/journal.pone.0073415
2012
Nijboer,
M., Taatgen, N. A., & van Rijn, H.
(2012). Choices, Choices: Task Selection Preference During
Concurrent Multitasking. In N. Russwinkel, U. Drewitz, &
H. Van Rijn (Eds.), Proceedings of the 11th international
Conference on Cognitive Modeling (pp. 241-242).
Universitätsverlag der TU Berlin.
Zanzotto,
F. M., Tsumoto, S., Taatgen, N., & Yao, Y. (Eds.)
(2012). Lecture Notes in Computer Science (including
subseries Lecture Notes in Artificial Intelligence and Lecture
Notes in Bioinformatics): Brain Informatics. In Brain
Informatics: Proceedings (Vol. 7670 LNAI). (Lecture Notes in
Computer Science (including subseries Lecture Notes in Artificial
Intelligence and Lecture Notes in Bioinformatics); Vol. 7670 LNAI).
Springer International Publishing. https://doi.org/10.1007/978-3-642-35139-6
Lende,
L. K., & Taatgen, N. (2012). Modeling
representational shifts in learning the number line. In
Proceedings of the 11th international conference on cognitive
modeling (pp. 175-180). TU-Berlin Academic Press.
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