This paper discusses Multi-Feature Hierarchical Sequential Pattern Mining, MFH-SPAM, a novel algorithm that efficiently extracts patterns from students' learning activity sequences. This algorithm extends an existing sequential pattern mining algorithm by dynamically selecting the level of specificity for hierarchically-defined features…

Adaptive learning techniques have typically scheduled practice using learners' accuracy and item presentation history. We describe an adaptive learning system (Adaptive Response Time Based Sequencing--ARTS) that uses both accuracy and response time (RT) as direct inputs into sequencing. Response times are used to assess learning strength and to…

This paper offers a critique of elaboration theory (ET) based on recent cognitive research and offers suggestions for updating the model to reflect new knowledge. It begins by summarizing the basic strategies of this model for sequencing and organizing courses of instruction: (1) organizing structure; (2) simple-to-complex sequence; (3) sequencing…

Sequenced writing assignments--a series of related writing tasks--offer students frequent opportunities to write and to acquire writing skills through redundancy, progressively more complicated cognitive and rhetorical demands, and a diversity of learning activities. The most frequently identified goal of sequencing is to move students beyond…

This paper provides guidelines for the use of videotape recordings for systematic instruction in functional skills for students with moderate to severe disabilities. Four examples illustrate use of videotapes to teach community skills (e.g., crossing a street) to secondary students with moderate disabilities; self care skills (e.g., zipping a…

The implicit assumption behind personal writing assignments given at the beginning of a writing course is that personal essays eliminate the writing apprehension of having nothing to say. However, college freshmen find it very difficult to write about themselves and their own opinions because this writing involves abstract mental processes and…

Many classical pianists want to develop jazz piano skills because they have acquired: (1) an awareness of the importance of jazz as an art form; (2) an attraction to the sophistication and complexity of jazz music; (3) an interest in exploring contemporary music styles; and (4) a desire to become involved with a type of music which is viewed as…