C3-IoC career guidance system¶
Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
C3-IoC is an AI-based online career-guidance system developed by Adán José-García et al. that profiles learners' technical and non-technical skills and matches them to IT job roles.
Components¶
- C3-IoC career guidance system (three-module architecture): C3-IoC is an online AI-based career guidance system helping undergraduates and high school students explore IT job roles. As the article states, "The system consists of three modules: (1) a novel knowledge base covering the full range of skills, both technical and non-technical...; (2) a user skill profiling module in which students' technical skills are collected using a CV parser and non-technical skills are self-assessed through a questionnaire; and (3) a job role matching and visualisation module". It supports self-evaluation of skills and exploration of emerging IT jobs via a personalised job network visualisation. (Adán José-García et al. (2023))
Claims¶
- C3-IoC job role matching accuracy increases monotonically with the number of questionnaire questions answered, reaching about 80% accuracy with four questions and nearly 100% with 24 [+M]
- User trial participants rated the C3-IoC system positively for usability, with the Job roles map and Job roles overview the highest-rated components [+M]
Related Products and Programmes¶
-
Key Sources¶
- Adán José-García, Alison Sneyd, Ana Melro, Anaïs Ollagnier, Georgina Tarling, Haiyang Zhang, Mark Stevenson, Richard Everson, Rudy Arthur. (2023). C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-022-00317-y
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
c3-ioc-career-guidance-system |
title |
C3-IoC career guidance system |
description |
C3-IoC is an AI-based online career-guidance system developed by Adán José-García et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
Frontmatter is the page's machine-readable record — see the Schema & Guide.