Self-confidence Estimation on Vocabulary Tests with Stroke-level Handwriting Logs
Language
English
Type
Proceedings of International Conferences
Authors
Takanori Maruichi, Shoya Ishimaru, Koichi Kise
Title
Self-confidence Estimation on Vocabulary Tests with Stroke-level Handwriting Logs
Journal
Proceedings of 2nd International Workshop on Human-Document Interaction
Number of pages
5
Reviewed
Reviewed
Presentation type
Oral
Date
September 2019
Research fields
Learning Analytics, Sensing
Key
Maruichi2019_NHDI (id=1701)
Abstract
A user’s self-confidence is as important as the correctness of the answer. Giving feedback based on self-confidence will enable the user to review unacquired knowledge more efficiently. In this paper, we propose a self-confidence estimation method based on stroke-level handwriting behavior. We consider two different handwriting answer formats: the format with character writing box and the format without it (free format). We have conducted the experiments to compare the performance on the dataset recorded with these two formats. We successfully built a method that can estimate the user’s self-confidence with maximum 80% accuracy in the dataset with character writing box, 79% in the dataset in the free format.
Export this publication
Tab-separated. Paste into the sheet starting at column A. Required fields that cannot be inferred are left blank.
Format definition
Edits apply immediately and stay in effect until you pick a style again or reset. First line is the default; add lines like "book: …" to override per type.
How to write the definition
Insert a field with braces like {authors}. A part enclosed in [ ... ] is omitted entirely when any field inside it is empty. Available fields:
One macro per line as \name{field}{field}…. A field name in braces is replaced by its (LaTeX-escaped) value; other text is kept. Rename macros or add lines freely — they appear in the macro selector. A line like master_thesis: thesis fixes the macro for a type (automatic choice: journals use paperdoi with a DOI, paperno with a number, else paper; conferences conf with pages, else confpaper; books book). {pages} comes as 119--124; {journal} falls back to the book title. Fields: