[PDF] Top 20 Task-based Example Miner for Intelligent Tutoring Systems

... of task-oriented ...each task. Examples of such features include students performance on a task and its LUs, their knowledge on the worked-out examples that assist in the task, difficulty ... See full document

... The intelligent features of WBITSs include giving instant feedback to learners, allowing learners to resume where left off, no requirement to strictly follow learning pages, and the availability of numerous ... See full document

... For example, some people are naturally more private about their feelings; such individuals might respond to the invasion of their private emotional space by a per- ceptive affective agent with a range of reactions ... See full document

... Although the data mining process is well-defined, no single integrated software application exists to execute the entire process. In particular, the mechanisms used to generate data vary greatly from one data mining ... See full document

... Atlas is an ITS that uses natural language dialogs to increase opportunities for students to construct their own knowledge [106]. The two main components of Atlas are APE [107], the Atlas Plan- ning Engine and CARMEL ... See full document

... and when they can proceed to the next topic. The last and most important ITS component is the teaching model, which involves some instruction strategies employed to provide feedback about student progress and guidance ... See full document

... For example, in the sentence: The red ball which was thrown vertically up strikes the target first, and thus it re- turns the ...this example would be ... See full document

... The results show that for the task with by far the most answers, ‘2B1’, spelling correction had a very noticeable positive impact (+2.45%). For other tasks, the effect seems to be less pronounced, though still ... See full document

... an intelligent tutoring system (ITS) to tutor on off-the-shelf (OTS) ...both task performance and system usability perception, while better times were recorded for the simulation ...on task ... See full document

... and Evaluation [19]. According to Santos et al. [19], the SOLO (Structure of the Observed Learning Outcome) taxonomy makes no reference to the learner performance cognitive characteristics or to the affective dimension. ... See full document

... For example, if the dataset containing student performance per semester, per subject is subjected to the k-means algorithm it is possible to obtain a dataset partitioned based upon performance labels such ... See full document

... For example, the emotion tool released by Microsoft can be used to create systems that recognize eight core emotional states – anger, contempt, fear, disgust, happiness, neutral, sadness or surprise – ... See full document

... several systems designed and developed for the purpose of ...These systems help students to learn quickly and increase their ...these systems dedicated to teaching computer science such as [1, 2, 3, ... See full document

... The domain model contains information relating to the English grammar tenses or number of strategies to represent information. Intelligent tutoring system uses its domain model to solve problems, or problem ... See full document

... Modeling student individual differences in these areas enables software to respond to those individual differences, significantly improving student learning [Corbett 2001]. Educational data mining methods have enable ... See full document

... The intelligent tutoring system (ITS) is an innovative learning platform that uses electronic media to support students learning and provide course content, tests, exer- cises and learning ...the ... See full document

... We first built on our previous work: Savard (2014) used a design-based research (DBR) iterative approach to identify cultural variables in the instructional design professional cul- ture and modeled knowledge ... See full document

... Despite the large number of ITSs which offer hints and feedback to students during problem solving, as well as the empirical evidence above in support of these features, researchers are still trying to determine when and ... See full document

... 1997 IEEE International Conference on Intelligent Processing Systems October 28-31,1997 Central Garden Hotel,’Beijing, China Endorsed by The State Science and Technology Commission of Ch[r] ... See full document

... The ‘constructed’ – rather than ‘objective’ – nature of the modeller’s perception of state can be highlighted in many other ways. The modeller’s observation is informed by a complex aggregation of present and past ... See full document