how to aggregate lesson observation data into learning analytics datasets?

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How to Aggregate Lesson Observation Data into LA Datasets? Maka Eradze, María Jesús Rodríguez-Triana, Mart Laanpere 6th MMLA workshop March 14th, Vancouver (Canada)

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Page 1: How to Aggregate Lesson Observation Data into Learning Analytics Datasets?

How to Aggregate Lesson Observation Data

into LA Datasets?Maka Eradze, María Jesús Rodríguez-

Triana, Mart Laanpere

6th MMLA workshopMarch 14th, Vancouver (Canada)

Page 2: How to Aggregate Lesson Observation Data into Learning Analytics Datasets?

MOTIVATION & PROPOSAL

However:-unstructured & inconsistent data-heterogeneity of data models, formats and granularity.

Page 3: How to Aggregate Lesson Observation Data into Learning Analytics Datasets?

DATA GATHERING & ANALYSES

Page 4: How to Aggregate Lesson Observation Data into Learning Analytics Datasets?

CHALLENGESOUR APPROACH LIMITATIONSIn order to integrate observations we need to ...-Register all actors and objects in advance-Identify the purpose of the observation in advance. -Mapping areas of interest, data sources available, and trackable events

COMMUNITY CHALLENGES-Context-dependent privacy issues-Technical challenges:

- Actor identification across data sources

- Emergent actors & objects

- Vocabulary necessary to describe observations