From Data Science to Learning Analytics: The Evolution of the E-Listening Research Project
April 13, 2016
Alyssa Wise · Simon Fraser University, Canada
The E-Listening Project began as an effort to use data traces of student activity in online discussions to better understand their learning behaviors and interactions. Several years of basic research yielded many fruitful results including a reconceptualization of the notion of listening for online spaces, an explanation of a theoretical taxonomy for considering different kinds of listening in online discussion, and documentation of empirical findings about both the specific patterns of listening in which students engage and their perceptions of these activities. This early work also placed the project in an ideal position to move from an explanatory mode to an interventionist one, just as the field of learning analytics began to pick up steam. Recent project efforts have thus resulted in tools directly designed for student use, both embedded learning analytics in the form of a novel graphical discussion interface and extracted learning analytics provided periodically as part of a reflective cycle./n/nThis presentation will overview the early findings from the project, discuss the challenges faced in moving from a basic research to a learning intervention mode, and present the E-Listening Analytics that were eventually developed with initial pilot implementation results.
Keywords: learning analytics, listening behaviour
SIMILAR SESSIONS
Learning Analytics
Siemens, George
Dr. George Siemens is well-known for his research in learning analytics, connectivism, MOOCs and more. In this session, Dr. Siemens will discuss some of these areas and his recent work on learning technologies as a ...
Match: learning analytics
Learning Analytics: Passing Fad or Game-changer for Higher Education?
Macfadyen, Leah
This session will give an overview of the emerging field of 'learning analytics' (LA): what it means, where it has come from, forces driving its development, the range of activities it may encompass, and the higher ...
Match: learning analytics










