Sentence examples for learner based on the from inspiring English sources

In sum, our main contributions are: (i) the proposal and implementation of a novel lazy learner based on the Random Forest classifier and nearest neighborhood projection of the training set that excels in automatic text classification tasks, as well as (ii) a throughout and detailed experimental analysis that sheds light on the behavior, effectiveness and feasibility of our solution.

It creates a personalized list of recommendations of learning objects to be presented to an individual learner based on the navigation history of members of his/her neighborhood.

The decision mechanism group is made up of an inference engine and actions based upon rules, and is responsible for providing the correct information to the learner based on the context.

The results can show achievements of learners based on the instructor's expectation.

The algorithm computes similarities between learners based on the commonly used distance measure, Euclidean distance.

The second group of research works finds similar learners based on the characteristics and then recommendations are provided based on the information from the similar learners.

These works either used clustering techniques which uses learners' characteristics to form groups or calculate the similarity between the learners based on the ratings provided by them.

Also, the instructional plan includes the expectation and prediction of the learners based on the instructor's experience in managing the positive and negative situation on the class.

Problem posing (PP) refers to the generation of a new problem or a question by learners based on the given situation (Mishra and Iyer 2013).

In the present study we decided to choose non-native Chinese language teachers as our good language learners based on the following two considerations.

By recognizing similar learners based on the several characteristics, we believe to place a learner together with learners who learn in a very much alike fashion, leading to more accurate recommendations.