Welcome to Sensor2EventLog’s documentation!

Sensor2EventLog is a knowledge-guided framework that transforms raw sensor data into process-aware event logs by incorporating Machine Teaching (MT) principles. The core of the framework is a modular abstraction layer embedded in an interactive teaching loop — planning, explaining, and reviewing — where human experts map sensor behaviors to process states.

Getting Started

• Introduction
  • Why Sensor2EventLog?
  • The Machine Teaching loop
  • Who is this for?
• Quickstart
  • Run the toy walkthrough
  • Run the main pipeline

User Guide

• Core Concepts
  • Modular abstraction layer
  • Supervised vs unsupervised HMM
  • From state sequence to event log
• Feature Plan Reference
  • Schema
  • Statistical
  • Temporal
  • Stability
  • Interaction
  • Event predicates

Indices and tables

• Index

• Module Index

• Search Page