Ambient Computational Intelligence · Phase 1

Curriculum activity, captured as it happens — not remembered later.

Every lecture, lab, supervision session, and industrial attachment check-in is logged with its location, timestamp, and verified attendance — automatically, without paperwork or recall bias.

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7
Attachment zones tracked across Kenya
4
Interaction types: lecture, lab, supervision, attachment
GPS
Passive zone detection on every check-in
Face
Ambient, background attendance verification

Built as the ACI Data Collection Tool for the study "A Context-Aware Semantic Model for Measuring Curriculum Alignment with Job Market Demands Using Ambient Computational Intelligence."