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Decoding Peer Assessment: An Algorithm to Navigate Group Problems Detection

Title: Decoding Peer Assessment: An Algorithm to Navigate Group Problems Detection
Authors: Olthof, Alyssa; Saccardi, Isabella; Masthoff, Judith; Sub Human-Centered Computing; Cristea, Alexandra I.; Walker, Erin; Lu, Yu; Santos, Olga C.; Isotani, Seiji
Publication Year: 2025
Subject Terms: collaborative learning; group issues; human-centred design; peer assessment; teaching support; Taverne; Theoretical Computer Science; General Computer Science
Description: Universities often use group work to develop teamwork skills, but it may cause stress due to group issues. Peer assessments can provide an overview of groups’ performances and well-being, but effective interpretation is challenging and the burden is left to the teachers. This study addresses these challenges through a focus groups and a field study. It proposes a rule-based algorithm to automatically interpret peer assessments, identifies key contextual variables, and evaluates the algorithm’s effectiveness and usability in a real classroom setting.
Document Type: book part
File Description: application/pdf
Language: English
ISSN: 0302-9743
Relation: https://dspace.library.uu.nl/handle/1874/483035
Availability: https://dspace.library.uu.nl/handle/1874/483035
Rights: info:eu-repo/semantics/OpenAccess
Accession Number: edsbas.40CB2F01
Database: BASE