Data · dataset · 2026
Dataset for project: Using AI simulation for learning how to notice students thinking
Listed in IISH Dataverse and ODISSEI Portal — shown once because both records carry DOI 10.34894/z9ij2y
The goal of the project is to explore in what ways AI-based simulations can support pre-service mathematics teachers in developing their teacher noticing skills.
Description
The project is divided into small studies, where some are already complete and others are still running. Study 1 is the first study, in which we conducted 3 workshops: two workshops with pre-service mathematics teachers for secondary school and one workshop with pre-service computer science teachers.
In the workshops, the teachers interacted with an AI chatbot assuming the role of a student, around a classroom situation we call a critical event, using a pre-designed prompt. After the workshops, we held interviews with the teachers. Overall, we collected 9 interviews.
Read the rest (1 more)
Here we share a metadata file containing general information about the data we collected (the number of times each teacher used the prompt to interact with the AI, the length of the interaction in number of turns, and language). We also attach the prompt used, which is open for reuse with appropriate citation. Specific additional data that can be made available upon request includes: 1) scripts of the pre-service teachers' interactions with the AI in the simulation; 2) 9 interviews conducted with the pre-service teachers after a workshop where they tried the simulations; 3) 2 audio files of the workshop.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FZ9IJ2Y ↗
landing page · from datasets iisg amsterdam
- Dataverse dataset page portal.odissei.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FZ9IJ2Y ↗
landing page · from portal odissei nl
- DOI doi.org/10.34894/z9ij2y ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 2
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FZ9IJ… ↗
metadata API · from datasets iisg amsterdam
- Dataverse API portal.odissei.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FZ9IJ… ↗
metadata API · from portal odissei nl
Topics
- Stated by source
- Other · Other · Social Sciences · Social Sciences
- From keywords
- Computer Science & AI · Computer Science & AI · Mathematics & Statistics · Mathematics & Statistics · Social Science · Social Science
- Inferred from text
- Artificial intelligence 74% · Audio 75% · Simulation 75%
Provenance · 2 source records, 19 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/Z9IJ2Y | 10 d ago | JSON v1 |
| ODISSEI Portal | doi:10.34894/Z9IJ2Y | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4602 | enrichment · datasets iisg amsterdam | taxonomy-embedding@1.1.0 | title+keywords+description (74%) |
| concepts[field].dataverse_subject:other | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:other | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:mathematics-statistics | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:mathematics-statistics | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[method].local:method:simulation | enrichment · datasets iisg amsterdam | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:audio | enrichment · datasets iisg amsterdam | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| description | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /description |
| publication_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| title | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /name |
| updated_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| version_label | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 |