How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?

Author:

Putkonen Aini1,Nioche Aurélien1,Tanskanen Ville2,Klami Arto2,Oulasvirta Antti1

Affiliation:

1. Department of Communications and Networking, Aalto University, Finland

2. Department of Computer Science, University of Helsinki, Finland

Funder

Business Finland

Finnish Center for Artificial Intelligence FCAI

Academy of Finland

Publisher

ACM

Reference33 articles.

1. Robert  B. Allen . 1997. Mental Models and User Models . In Handbook of Human–Computer Interaction ( 2 nd ed.), Marting G. Helander, Thomas K. Landauer, and Prasad V. Prabhu (Eds.). North-Holland, Amsterdam , 49–63. https://doi.org/10.1016/B978-04448 1862 -1.50069-8 Robert B. Allen. 1997. Mental Models and User Models. In Handbook of Human–Computer Interaction(2nd ed.), Marting G. Helander, Thomas K. Landauer, and Prasad V. Prabhu (Eds.). North-Holland, Amsterdam, 49–63. https://doi.org/10.1016/B978-044481862-1.50069-8

2. John  R. Anderson , Michael Matessa , and Christian Lebiere . 1997. ACT-R: A Theory of Higher Level Cognition and Its Relation to Visual Attention. Human–Computer Interaction 12, 4 ( 1997 ), 439–462. https://doi.org/10.1207/s15327051hci1204_5 John R. Anderson, Michael Matessa, and Christian Lebiere. 1997. ACT-R: A Theory of Higher Level Cognition and Its Relation to Visual Attention. Human–Computer Interaction 12, 4 (1997), 439–462. https://doi.org/10.1207/s15327051hci1204_5

3. Carol  S. Aneshensel . 2013. Introduction to Theory-based Data Analysis . In Theory-Based Data Analysis for the Social Sciences ( 2 nd ed.). Thousand Oaks, CA : SAGE. https://doi.org/10.4135/9781506335094 Carol S. Aneshensel. 2013. Introduction to Theory-based Data Analysis. In Theory-Based Data Analysis for the Social Sciences (2nd ed.). Thousand Oaks, CA: SAGE. https://doi.org/10.4135/9781506335094

4. Timothy Ballard Ashley Luckman and Emmanouil Konstantinidis. 2020. How meaningful are parameter estimates from models of inter-temporal choice?https://doi.org/10.31234/osf.io/mvk67 Timothy Ballard Ashley Luckman and Emmanouil Konstantinidis. 2020. How meaningful are parameter estimates from models of inter-temporal choice?https://doi.org/10.31234/osf.io/mvk67

5. Build, Compute, Critique, Repeat: Data Analysis with Latent Variable Models

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