This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined 1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction and 2)…

This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction; and…

This paper demonstrates how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. We examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance prediction; and (2) what types of in-game features were associated with student…

Many important real-world decision-making problems involve group interactions among individuals with purely informational interactions. Such situations arise for example in jury deliberations, expert committees, medical diagnoses, etc. We model the purely informational interactions of group members, where they receive private information and act…

This article focusses on graduate level students' interactions during asynchronous CMC activities of an online course about the teaching profession in Turkey. The instructor of the course designed and facilitated a semester-long asynchronous CMC on forum discussions, and investigated the interaction of learners in multiple perspectives: learners'…

This paper provides a critical appraisal of the influence of examinations oriented approaches on quality education in primary schools in Kenya. The purpose of the study was to determine effects of examination oriented teaching approaches on learning achievement among primary school pupils in Kakamega County, Kenya. It explored the assumptions…

Computer-based interaction analysis (IA) is an automatic process that aims at understanding a computer-mediated activity. In a CSCL system, computer-based IA can provide information directly to learners for self-assessment and regulation and to tutors for coaching support. This article proposes a customizable computer-based IA approach for a…

This article integrates the literature on group interaction process analysis and group learning, providing a framework for understanding how patterns of interaction develop. The model proposes how adaptive, generative, and transformative learning processes evolve and vary in their functionality. Environmental triggers for learning, the group's…

The "how" of teaching is as significant as the "what". This was the content of a nonlecture session at the N.C.G.E. Milwaukee meeting that was structured to give participants an experience in a dynamic model of process instruction. (Author/JH)

Emphasizing the need for process rather than product-oriented education, this paper introduces a new conceptual model for observing the classroom as a total process. The new model is a blending of dramaturgic concepts and theory with the classroom teaching/learning process. The author draws an analogy based upon Kenneth Burke's Dramatistic…

Over a period of three years, the National Consortium for Humanizing Education worked with teachers and students in two states to test hypotheses drawn from a model in which student outcomes (including good mental health) were seen as the results of a learning process occurring between individuals rather than as the product of an institutionalized…

This book contains 17 papers prepared for a colloquium series on development and related research dealing with conditions and processes of learning, subject matter content and sequence, instructional media, and instructional methods and teacher behaviors: 1) "Organized Retention and Cued Recall" by Endel Tulving; 2) "Developmental Processes in…

The possibility of promoting community development as well-being through a community learning ethos was examined to determine whether learning can be used to develop a framework for conceptualizing community well-being in order to contribute to Australia's regional sustainability. The examination focused on the following: the relationship between…

A comparison of several major learning taxonomies produced a three dimensional taxonomy of learner involvement on the mental, social, and physical dimensions. The six hierarchical levels of the mental dimension--recording, reacting, interpreting, analyzing, evaluating and applying, and synthesizing--indicate a synthesis of cognitive, affective,…

The author presents a model for inservice teacher training entitled the Process Oriented In-Service Experience (POISE) and attempts to identify changes occurring in the process movement and dynamics of interaction as reflected in attitudes and behaviors of teachers participating in this modified, small-group, process learning experience under…