Guidance

Suggestions

Recommendations generated from extracted behavior features and pattern detection results.

Suggestion engine overview

ContextIQ uses a two-stage pipeline. First, activity logs are converted into behavioral features such as session length, category balance, activity switching, and routine consistency. Then, the project's custom pattern model uses those features to identify behavior patterns and generate explainable suggestions.

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Refine inputs on the activity log.