Publications Hedderik van Rijn

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Journal Papers

• Van Maanen, L., Van Rijn, H., & Taatgen, N. (in press). RACE/A: An architectural account of the interactions between learning, task control, and retrieval dynamics. Cognitive Science. 36(1), 62-101. doi:10.1111/j.1551-6709.2011.01213.x.

• Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2011). Using a symbolic process model as input for model-based fMRI analysis: Locating the neural correlates of problem state replacements. Neuroimage, 58(1), 137-47. doi:10.1016/j.neuroimage.2011.05.084 [PDF]
• Kononowicz, T. W., & Van Rijn, H. (2011). Slow potentials in time estimation: The role of temporal accumulation and habituation. Frontiers in Integrative Neuroscience, 5, 48. doi:10.3389/fnint.2011.00048 [Open Access]
• Taatgen, N., & Van Rijn, H. (2011). Traces of times past: Representations of temporal intervals in memory. Memory and Cognition, 39(8), 1546-60. doi:10.3758/s13421-011-0113-0 [Open Access]
• Van Maanen, L., Van Rijn, H., & Taatgen, N. (in press). RACE/A: An architectural account of the interactions between learning, task control, and retrieval dynamics. Cognitive Science. doi:10.1111/j.1551-6709.2011.01213.x.
• Van Rijn, H., Kononowicz, T. W., Meck, W. H., Ng, K. K., & Penney, T. B. (2011). Contingent negative variation and its relation to time estimation: A theoretical evaluation. Frontiers in Integrative Neuroscience, 5(91). doi:10.3389/fnint.2011.00091 [Open Access]

• Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2010). The problem state: A cognitive bottleneck in multitasking. Journal of Experimental Psychology. Learning, Memory, and Cognition, 36(2), 363-82. doi:10.1037/a0018106
• Borst, J. P., Taatgen, N. A., Stocco, A., & Van Rijn, H. (2010). The neural correlates of problem states: Testing fMRI predictions of a computational model of multitasking. PloS One, 5(9), e12966. doi:10.1371/journal.pone.0012966 [Open Access]
• Van Maanen, L., & Van Rijn, H. (2010). The locus of the Gratton effect in picture--word interference. Topics in Cognitive Science, 2(1), 168-180. doi:10.1111/j.1756-8765.2009.01069.x
• Van Maanen, L., Van Rijn, H., van Grootel, M., Kemna, S., Klomp, M., & Scholtens, E. (2010). Personal publication assistant: Abstract recommendations by a cognitive model. Cognitive Systems Research, 11(1), 120-129. doi:10.1016/j.cogsys.2008.08.002
• Van Rij, J., Van Rijn, H., & Hendriks, P. (2010). Cognitive architectures and language acquisition: A case study in pronoun comprehension. Journal of Child Language, 37(3), 731-66. doi:10.1017/S0305000909990560
• Wierda, S. M., Van Rijn, H., Taatgen, N. A., & Martens, S. (2010). Distracting the mind improves performance: An ERP study. PloS One, 5(11), e15024. doi:10.1371/journal.pone.0015024 [Open Access]

• Van Maanen, L., Van Rijn, H., & Borst, J. P. (2009). Stroop and picture-word interference are two sides of the same coin. Psychonomic Bulletin & Review, 16(6), 987-99. doi:10.3758/PBR.16.6.987

• Van Rijn, H., & Taatgen, N. A. (2008). Timing of multiple overlapping intervals: How many clocks do we have? Acta Psychologica, 129(3), 365-75. doi:10.1016/j.actpsy.2008.09.002

• Hendriks, P., Van Rijn, H., & Valkenier, B. (2007). Learning to reason about speakers' alternatives in sentence comprehension: A computational account. Lingua, 117(11), 1879-1896.
• Taatgen, N. A., Van Rijn, H., & Anderson, J. (2007). An integrated theory of prospective time interval estimation: The role of cognition, attention, and learning. Psychological Review, 114(3), 577-98. doi:10.1037/0033-295X.114.3.577
• Van Maanen, L., & Van Rijn, H. (2007). An accumulator model of semantic interference. Cognitive Systems Research, 8(3), 174-181.

• Hulshof, C. D., Wilhelm, P., Beishuizen, J. J., & Van Rijn, H. (2005). FILE: A tool for the study of inquiry learning. Computers in Human Behavior, 21(6), 945-956.
• Wilhelm, P., Beishuizen, J. J., & Van Rijn, H. (2005). Studying inquiry learning with FILE. Computers in Human Behavior, 21(6), 933-943.

• Wagenmakers, E. J., Steyvers, M., Raaijmakers, J. G., Shiffrin, R. M., Van Rijn, H., & Zeelenberg, R. (2004). A model for evidence accumulation in the lexical decision task. Cognitive Psychology, 48(3), 332-67. doi:10.1016/j.cogpsych.2003.08.001

• Van Rijn, H., Van Someren, M., & Van der Maas, H. (2003). Modeling developmental transitions on the balance scale task. Cognitive Science, 27(2), 227-257.

Books, Book Chapters, CD-ROMs

• Van Rijn, H., Johnson, J., & Taatgen, N. A. (2011). Cognitive user modeling. In R. W. Proctor & K. P. L. Vu (Eds.), Handbook of human factors in web design, 2nd edition. Boca Raton, FL: CRC Press.

• Taatgen, N. A., & Van Rijn, H. (2009). Proceedings of the thirty-first annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.

• De Jong, T., Beishuizen, J., Hulshof, C., Prins, F., Van Rijn, H., Van Someren, M., . . . Wilhelm, P. (2005). Determinants of discovery learning in a complex simulation learning environment. In P. Gaerdenfors & P. Johansson (Eds.), Cognition, education, and communication technology. (pp. 257-83). Mahwah, NJ: Lawrence Erlbaum.

• Vonk, W., Radach, R., & Van Rijn, H. (2000). Eye guidance and the saliency of word beginnings in reading text. In A. Kennedy, R. Radach, D. Heller, & J. Pynte (Eds.), Reading as a perceptual process. (pp. 269-99). Amsterdam, North Holland.

• Baayen, R. H., Piepenbrock, R., & Van Rijn, H. (1993). The CELEX lexical data base on CD-ROM. Philadephia, PA: Linguistic Data Consortium.

Invited Lectures

• Van Rijn, H. (2011, June 22). The devil is in the details. Using pupillometry and electroencephalography to test and inform cognitive architectures. [Invited Lecture at the Department of Cognitive Science and Cognitive Ergonomics, TU Berlin, Germany] (Invited Lecture at the Department of Cognitive Science and Cognitive Ergonomics, TU Berlin, Germany).
• Van Rijn, H. (2011, November 30). How neurobiological constraints shape our sense of time. (Invited Lecture at the Department of Chronobiology, Groningen, The Netherlands).
• Van Rijn, H. (2011, October 12). How the neurobiology of interval timing shapes temporal accuracy. (Invited Lecture at the Department of Psychology, Ludwig-Maximilians-Universität München).
• Van Rijn, H. (2011, May 17). Human interval timing is more accurate than behavioral measures show: Evidence from event-related theta-phase oscillations in EEG. (Sponsored Lecture at the 9th Sino-German Workshop, Beijing, China).
• Van Rijn, H. (2011, July 15). Improving learning by adaptation to the characteristics of individuals learners. (Invited Lecture at the Parmenides Foundation, Munich, Germany).
• Van Rijn, H. (2011, May 9). It's the prior, stupid! An alternative account of interval timing. (Invited Lecture at the Psychological Methods Department, University of Amsterdam).
• Van Rijn, H. (2011, September 9). The neurobiological basis of: An integrated theory of prospective time estimation. (Invited Lecture at the EBBS Satellite Meeting "the Neurobiology of Time: From Normality to Dysfunction", Sevilla, Spain).

• Invited talk in the Optimal Communication seminar series at the University of Nijmegen
• Fully sponsored talk at the First International Workshop on the Multidisciplinary Aspects of Time Perception, Athens, Greece, 2010

• EPOS Modeling Techniques Toolkit (talk given by Leendert van Maanen), Amsterdam
• Invited lecture at the CSCA Summer School, Amsterdam
• Invited talk in the ICCS/HCRC seminar series at the University of Edinburgh's School of Informatics, Edinburgh, UK

• Invited talk at the Department of Psychology, University of California, Riverside.
• Invited symposium organizer / talk at the European Cognitive Science Conference, Delphi, Greece
• Invited talk at TNO Defensie & Veiligheid, Soesterberg
• Invited talk in the Language and Speech Colloquium series, Department of Linguistics, University of Nijmegen

• Invited talk at the KNAW Workshop “Minds in interaction”, NIAS, Leiden.

• Invited talk in the “Training in Combined Computational and Behavioral Approaches to Cognition” series Carnegie Mellon University, Pittsburgh
• Invited talk for the Center for the Neural Basis of Cognition, Pittsburgh

Conference & Workshop Papers and Abstracts (since 2003; partial)

• Boehm, U., Taatgen, N. A., & Van Rijn, H. (2011). The dynamics of interval timing: How context and experience shape our expectations. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Borst, J. P., & Van Rijn, H. (2006). Memory decay problems in a level-repetition switch task model. In Proceedings of the seventh international conference on cognitive modelling.
• Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2009). Modeling triple-tasking without customized cognitive control. In N. A. Taatgen & H. Van Rijn (Eds.), Proceedings of the 31st annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
• Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2010). Locating the neural correlates of the problem state resource: Analyzing fMRI data on the basis of a computational model. In D. Salvucci & G. Gunzelmann (Eds.), Proceedings of the 10th international conference on cognitive modeling. Philidelphia, PA.
• Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2011a). Locating the neural correlates of a multitasking bottleneck: Analyzing fMRI data on the basis of a computational cognitive model. In Interdisciplinary workshop on cognitive neuroscience, educational research and cognitive modeling. Delmenhorst, Germany.
• Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2011b). Using a model-based fMRI analysis method to locate the neural correlates of a multitasking bottleneck. In Proceedings of the 33st annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
• Borst, J. P., Taatgen, N. A., Stocco, A., & Van Rijn, H. (2008a). Locating the problem representation bottleneck in the brain. In The 15th annual ACT-R workshop.
• Borst, J. P., Taatgen, N. A., Stocco, A., & Van Rijn, H. (2008b). Problem representations in multitasking: An additional cognitive bottleneck. In Proceedings of the 30th annual conference of the cognitive science society.
• Borst, J. P., Taatgen, N. A., Van Rijn, H., Stocco, A., & Fincham, J. M. (2009). Testing fMRI predictions of a dual-task interference model. In Proceedings of the 9th international conference on cognitive modeling. Manchester, UK.
• Buwalda, T., Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2011a). Evading a multitasking bottleneck: Presenting intermediate representations in the environment. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Buwalda, T. A., Borst, J. P., Taatgen, N. A., & Van Rijn, H. (2011b). Evading a multitasking bottleneck: Presenting intermediate representations in the environment. In Proceedings of the 33st annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
• Dalenberg, J., & Van Rijn, H. (2011). Does retrieval require effort? Effects of memory strength on pupil dilation. In Proceedings of the 33rd annual cognitive science conference. Austin, TX: Cognitive Science Conference.
• Dalenberg, J., Van Rijn, H., Borst, J. P., & Sprenger, S. A. (2011). What eyes tell about memory: The correlation between pupil dilation and memory strength. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Hendriks, P., Van Rij, J., & Van Rijn, H. (2010). Online processing of bidirectional optimization. In Tandem workshop on optimality in language and geometric approaches to cognition. ZAS, Berlin.
• Janssen, C., Van Maanen, L., & Van Rijn, H. (2006). A personalized tour through a virtual museum. In I2RP fall meeting 2006. Groningen.
• Janssen, C. P., & Van Rijn, H. (2007). Taking the teacher's perspective for user modeling in complex domains. In A. Hinneburg (Ed.), Proceedings of the LWA 2007 conference. Halle-Wittenberg: Martin-Luther-University.
• Kononowicz, T., & Van Rijn, H. (2011a). Does CNV amplitude reflect accumulated time? A failure to replicate Macar, Vidal, & Casini (1999). In TIMELY training school on psychophysical, computational and neuroscience models of time perception.
• Kononowicz, T., & Van Rijn, H. (2011b). Temporal similarity modulates the early stages of information processing in interval timing. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Kononowicz, T., & Van Rijn, H. (2011c). Temporal similarity modulates the early stages of information processing in interval timing. In TIMELY & Hanse-Wissenschaftskolleg (HWK) symposium on time and the conscious brain. Delmenhorst, Germany.
• Meijering, B., & Van Rijn, H. (2009). Experimental and computational analyses of strategy usage in the time-left task. In N. A. Taatgen & H. Van Rijn (Eds.), Proceedings of the 31th annual meeting of the cognitive science society.
• Meijering, B., Van Maanen, L., Van Rijn, H., & Verbrugge, R. (2010). The facilitative effect of context on second-order social reasoning. In R. Catrambone & S. Ohlsson (Eds.), Proceedings of the 32nd annual conference of the cognitive science society. Austin, TX: Cognitive science society.
• Meijering, B., Van Rijn, H., Taatgen, N. A., & Verbrugge, R. (2011). I do know what you think I think: Second-Order theory of mind in strategic games is not that difficult. In Proceedings of the 33rd annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
• Meijering, B., Van Rijn, H., Taatgen, N. A., & Verbrugge, R. (2011). Second-Order theory of mind in strategic games. In Interdisciplinary workshop on cognitive neuroscience, educational research and cognitive modeling. Delmenhorst, Germany.
• Nijboer, M., & Van Rijn, H. (2011). Using a model to optimize learning of incrementally provided study materials. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Schröder, T. N., Kononowicz, T., & Van Rijn, H. (2011). Event-Related synchronization and interval timing. In TIMELY training school on psychophysical, computational and neuroscience models of time perception.
• Sense, S., Taatgen, N. A., & Van Rijn, H. (2011). How neurobiological constraints shape complex interval timing. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Sprenger, S., & Van Rijn, H. (2010). The representation of idiom words in the mental lexicon. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
• Sprenger, S. A., & Van Rijn, H. (2005). Clock time naming: Complexities of a simple task. In B. Bara, L. Barsalou, & M. Bucciarelli (Eds.), Proceedings of the 27th annual conference of the cognitive science society. Mahwah, NJ: Lawrence Erlbaum Associates.
• Sprenger, S. A., Kempen, G., Levelt, W. J. M., & Van Rijn, H. (2003). A frequency count of fixed expressions in dutch. In Proceedings of the 13rd meeting of the european society for cognitive psychology. Granada, Spain.
• Taatgen, N., & Van Rijn, H. (2010). Nice graphs, good R2, but gtill a poor fit? How to be more sure your model explains your data. In D. Salvucci & G. Gunzelmann (Eds.), Proceedings of the 10th international conference on cognitive modeling. Philidelphia, PA.
• Taatgen, N. A., Anderson, J. R., Dickison, D., & Van Rijn, H. (2005). Time interval estimation: Internal clock or attentional mechanism. In Proceedings of the twenty-seventh annual meeting of the cognitive science society. Mahwah, NJ: Erlbaum.
• Taatgen, N. A., Van Rijn, H., & Anderson, J. R. (2004). Time perception: Beyond simple interval estimation. In Proceedings of the sixth international conference on cognitive modeling. Mahwah, NJ: Erlbaum.
• Van Maanen, L., & Van Rijn, H. (2005). RACE for retrieval: Competitive effects in memory retrieval. In The 12th annual ACT-R workshop. Trieste, Italy.
• Van Maanen, L., & Van Rijn, H. (2006). An accumulator model account of semantic interference in memory retrieval. In D. Fum, F. Del Missier, & A. Stocco (Eds.), Proceedings of the 7th international conference on cognitive modeling. Trieste, Italy.
• Van Maanen, L., & Van Rijn, H. (2007). Accounting for subliminal priming in ACT-R. In Proceedings of the 8th international conference on cognitive modeling. Ann Arbor, MI.
• Van Maanen, L., & Van Rijn, H. (2008). The picture-word interference effect is a stroop effect after all. In Proceedings of the 30th annual meeting of the cognitive science society. Washington, DC.
• Van Maanen, L., & Van Rijn, H. (2009). The locus of the gratton effect in picture-word interference. In Proceedings of the 9th international conference on cognitive modeling. Manchester, UK [Winner Best Student Paper Award].
• Van Maanen, L., Borst, J. P., Janssen, C. P., & Van Rijn, H. (2006). Memory structures as user models. In 13Th annual ACT-R workshop.
• Van Maanen, L., Janssen, C., & Van Rijn, H. (n.d.). Inferring user interest for a virtual museum guide. In Token workshop 2006. Leiden (Winner Best Poster Award).
• Van Maanen, L., Janssen, C., & Van Rijn, H. (2006). Personalization of a virtual museum tour using eye-gaze. In The 28th annual conference of the cognitive science society. Vancouver, Canada.
• Van Rij, J., Hendriks, P., & Van Rijn, H. (2009). Integrating discourse in a computational model of the production and comprehension of referring expressions. In K. Van Deemter, A. Gatt, R. Van Gompel, & E. Kramher (Eds.), Proceedings of the pre-cogsci 2009 workshop on production of referring expressions: Bridging the gap between computational and empirical approaches to reference.
• Van Rij, J., Hendriks, P., Spenader, J., & Van Rijn, H. (2009a). From group results to individual patterns in pronoun comprehension. In J. Chandlee, M. Franchini, S. Lord, & M. Rheiner (Eds.), BUCLD 33: Proceedings of the 33rd annual Boston University conference on language development (Vol. 2). Somerville, MA: Cascadilla Press.
• Van Rij, J., Hendriks, P., Spenader, J., & Van Rijn, H. (2009b). Modeling the selective effects of slowed-down speech in pronoun comprehension. In J. Crawford, K. Otaki, & M. Takahashi (Eds.), Proceedings of the 3rd conference on generative approaches to language acquisition north america (GALANA 2008) . Somerville, MA: Cascadilla Proceedings Project.
• Van Rij, J., Van Rijn, H., & Hendriks, P. (2010). Computational explorations in asynchronous language development. In N. A. Taatgen & H. Van Rijn (Eds.), Proceedings of the 31th annual meeting of the cognitive science society. Austin, TX: Cognitive Science Society.
• Van Rij, J., Van Rijn, H., & Hendriks, P. (n.d.). A computational model of the acquisition of referring subjects in discourse. In Proceedings of the 2010 architectures and mechanisms for language processing conference (AMLAP). York, UK.
• Van Rij, J., Van Rijn, H., & Hendriks, P. (2010a). A cognitive model of the acquisition and use of referring expressions. In D. Salvucci & G. Gunzelmann (Eds.), Proceedings of the 10th international conference on cognitive modeling. Philidelphia, PA: (Winner of Best Student Poster Prize).
• Van Rij, J., Van Rijn, H., & Hendriks, P. (2010b). A computational model for the acquisition of referring subjects in discourse. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd annual conference of the cognitive science society. Austin, TX: Cognitive Science Society.
• Van Rij, J., Van Rijn, H., & Hendriks, P. (2010c). Linguistic and cognitive constraints on the use of referring expressions. In Conference on competing motivations. Max Planck Institute for Evolutionary Anthropology, Leipzig.
• Van Rij, J., Van Rijn, H., & Hendriks, P. (2011). Towards a cognitively plausible model of reference. In K. Van Deemter, A. Gatt, R. Van Gompel, & E. Krahmer (Eds.), Proceedings of the pre-cogsci 2011 workshop on production of referring expressions: Bridging the gap between computational, empirical & theoretical approaches.
• Van Rijn, H. (2009). Perception of multiple overlapping time intervals: Evidence for a single mental clock and temporal arithmetic. In Proceedings of the 11th conference of the dutch psychonomic association (NVP).
• Van Rijn, H. (2011). Why all Bayesians should sign up for the next ACT-R workshop. In Second european ACT-R workshop.
• Van Rijn, H., & Anderson, J. R. (2003a). Explaining the pseudohomophone effect in lexical decision. In Proceedings of the 13rd meeting of the european society for cognitive psychology. Granada, Spain.
• Van Rijn, H., & Anderson, J. R. (2003b). Modeling lexical decision as ordinary retrieval. In F. Detje, D. Doerner, & H. Schaub (Eds.), Proceedings of the 5th international conference on cognitive modeling. Bamberg: Universitaetsverlag Bamberg.
• Van Rijn, H., & Anderson, J. R. (2004). The pseudohomophone baseword frequency effect explained. In Proceedings of the 2004 architectures and mechanisms for language processing conference (AMLAP).
• Van Rijn, H., & Böhm, U. (2011). Why a static prior is too much of a good thing: Improving bayesian models by incorporating more realistic memory theories. In Amsterdam memory slam 2011.
• Van Rijn, H., & Flobbe, L. (2005). Modeling alphabetic retrieval and search. In B. Hommel, G. P. Band, W. La Heij, & G. Wolters (Eds.), Proceedings of the 14th meeting of the european society for cognitive psychology.
• Van Rijn, H., & Frank, S. L. (2007). Invited symposium computational psycholinguistics beyond words. In S. Vosniadou, D. Kayser, & A. Protopapas (Eds.), Proceedings of the second european cognitive science conference. New York, NY: Lawrence Erlbaum Associates.
• Van Rijn, H., & Sprenger, S. A. (2007). Producing time. In S. Vosniadou, D. Kayser, & A. Protopapas (Eds.), Proceedings of the second european cognitive science conference. New York, NY: Lawrence Erlbaum Associates.
• Van Rijn, H., & Taatgen, N. A. (2007). A model of parallel time estimation. In Proceedings of the eight international conference on cognitive modeling. New York: Psychology Press.
• Van Rijn, H., Van Maanen, L., & Van Woudenberg, M. (2009). Passing the test: Improving learning gains by balancing spacing and testing effects. In Proceedings of the 9th international conference on cognitive modeling. Manchester, UK.
• Vonk, W., Van Rijn, H., & Radach, R. (2003). Eye guidance and the saliency of beginnings of long and short words. In The 12th european conference on eye movements. Dundee, UK.
• Wierda, S., Taatgen, N. A., Van Rijn, H., & Martens, S. (2011). Word frequency and the attentional blink: The effects of target difficulty on retrieval and consolidation processes. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Wierda, S., Van Rijn, H., Taatgen, N. A., & Martens, S. (2011). Blinks of the mind: Pupil dilation uncovers the temporal dynamics of attention. In The 2011 winterconference of the NVP. Egmond aan Zee, NL.
• Zondervan, K., Van Rijn, H., & Hendrickx, S. (2005). The route to verbal report of implicitly learned representations: An interaction between implicit and explicit knowledge. In B. Hommel, G. P. Band, W. La Heij, & G. Wolters (Eds.), Proceedings of the 14th meeting of the european society for cognitive psychology.