A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses.

Kluth T (2018)
Bielefeld University.

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Abstract / Bemerkung
This data publication consists of two parts. First, it contains a C++ implementation of models of spatial language understanding. More specifically, the source code implements - the Attentional Vector Sum (AVS) model proposed by Regier and Carlson (2001), - the reversed AVS model proposed by Kluth, Burigo, and Knoeferle (2017), - the AVS-BB (AVS bounding box) and the rAVS-CoO (rAVS center-of-object) model proposed by Kluth, Burigo, Schultheis, and Knoeferle (accepted 2018), - and a number of closely related modifications. The source code is fully documented and accompanied by instructions and empirical data to replicate the model simulations reported in Kluth, Burigo, Schultheis, and Knoeferle (accepted 2018) and Kluth and Schultheis (2018). Second, this data publication contains the empirical data (rating data, eye movement data, and reaction time data) from the study described in Kluth, Burigo, Schultheis, and Knoeferle (accepted 2018). Furthermore, R source code files with statistical analyses (mainly Bayesian regression models) are provided that can be used to replicate all statistical models and graphics reported in Kluth, Burigo, Schultheis, and Knoeferle (accepted 2018). All source code is licensed under the GPLv3. All data are licensed under the ODbL v1.0.
Stichworte
spatial language; cognitive modeling; visual attention; linguistic judgments
Erscheinungsjahr
2018
Page URI
https://pub.uni-bielefeld.de/record/2918231

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Kluth T. A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses. Bielefeld University; 2018.
Kluth, T. (2018). A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses.. Bielefeld University. doi:10.4119/unibi/2918231
Kluth, T. (2018). A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses. Bielefeld University.
Kluth, T., 2018. A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses., Bielefeld University.
T. Kluth, A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses., Bielefeld University, 2018.
Kluth, T.: A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses. Bielefeld University (2018).
Kluth, Thomas. A C++ implementation of cognitive models of spatial language understanding as well as pertinent empirical data and analyses. Bielefeld University, 2018.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Open Database License (ODbL) v1.0:
GNU General Public License Version 3 (GPLv3)
Volltext(e)
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:52:13Z
MD5 Prüfsumme
8d7d10a6718787e8ef5b43842fbe3fef

Material in PUB:
In sonstiger Relation
Investigating the Parameter Space of Cognitive Models of Spatial Language Comprehension
Kluth T, Burigo M, Knoeferle P (2016)
Presented at the 5. Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten. Verstehen, Beschreiben und Gestalten Kognitiver (Technischer) Systeme, Bochum.
In sonstiger Relation
Spatial Language Comprehension. A Computational Investigation of the Directionality of Attention
Kluth T, Burigo M, Knoeferle P (2015)
In: AMLaP. Architectures & Mechanisms for Language Processing 2015. Gatt A, Mitterer H (Eds); Valetta, Malta: University of Malta: 88.
Frühere Version
In sonstiger Relation
Shifts of Attention During Spatial Language Comprehension: A Computational Investigation
Kluth T, Burigo M, Knoeferle P (2016)
In: Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016). van den Herik J, Filipe J (Eds); , 2. Rome, Italy: SCITEPRESS – Science and Technology Publications, Lda.: 213-222.
In sonstiger Relation
Modeling the Directionality of Attention During Spatial Language Comprehension
Kluth T, Burigo M, Knoeferle P (2017)
In: Agents and Artificial Intelligence. ICAART 2016. van den Herik J, Filipe J (Eds); Lecture Notes in Computer Science, 10162. Cham: Springer International Publishing: 283-301.
In sonstiger Relation
Size Matters. Effects of Relative Distance on the Acceptability of Spatial Prepositions
Kluth T, Burigo M, Schultheis H, Knoeferle P (2017)
In: The 10th Annual Embodied and Situated Language Processing. Shestakova A, Moiseeva V, Myachykov A, Shtyrov Y, Martín-Luengo B, Pokhoday M, Kulkova E, Plotnikova A (Eds); Moscow, Russia: Centre for Cognition and Decision Making, Higher School of Economics: 26.
In sonstiger Relation
Modeling Shifts of Attention During Spatial Language Comprehension
Kluth T, Burigo M, Knoeferle P (2016)
In: UK-CLC 2016 Conference Proceedings. Tenbrink T, Foltz A, Wallington A, Redondo JO, Ryan J, Bedford E (Eds); Bangor, Gwynedd: Bangor University: 71.
In sonstiger Relation
The Role of the Center-of-Mass in Evaluating Spatial Language
Kluth T, Burigo M, Schultheis H, Knoeferle P (2016)
In: KogWis 2016. Space for Cognition. 13th Biannual Conference of the German Cognitive Science Society: Proceedings. Barkowsky T, Falomir Llansola Z, Schultheis H, van de Ven J (Eds); Bremen: Universität Bremen: 11-14.
In sonstiger Relation
Distinguishing Cognitive Models of Spatial Language Understanding
Kluth T, Burigo M, Schultheis H, Knoeferle P (2016)
In: Proceedings of the 14th International Conference on Cognitive Modeling (ICCM 2016). Reitter D, Ritter FE (Eds); University Park, Pennsylvania, USA: Penn State: 230-231.
In sonstiger Relation
Rating Distributions and Bayesian Inference. Enhancing Cognitive Models of Spatial Language Use
Kluth T, Schultheis H (2018)
In: Proceedings of the Eighth Workshop on Cognitive Aspects of Computational Language Learning and Processing. Idiart M, Lenci A, Poibeau T, Villavicencio A (Eds); Melbourne, Australia: Association for Computational Linguistics: 47-55.
In sonstiger Relation
Modeling the Contribution of Visual Attention to Spatial Language Verification
Kluth T (2019)
Bielefeld: Universität Bielefeld.
In sonstiger Relation
Does direction matter? Linguistic asymmetries reflected in visual attention
Kluth T, Burigo M, Schultheis H, Knoeferle P (2019)
Cognition 185: 91-120.

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