Collaborative Dialogue with a Learning Companion as a Source of Inforamtion on Student Reasoning
نویسنده
چکیده
This report focuses on a problem within the area of Intelligent Tutoring Systems; that of analysing student’s reasoning (student diagnosis). A novel approach to collecting information for this analysis, complementary to traditional student modelling techniques, is presented. This technique is based on using a Learning Companion, a computer based agent, as a collaboration partner to the student. In the dialogue between the student and the Learning Companion, information on their problem-solving process is revealed. This information would then be extracted and used for student modelling purposes. Analysis of the proposed solution is commenced in a small experiment and an explorative implementation described here.
منابع مشابه
Effects of Audio-Visually Prompted Collaborative Dialogue on EFL Learners' Listening Comprehension Development
This study investigated the comparative effects of audio-visually prompted collaborative dialogue on the listening comprehension development of symmetrical, asymmetrical, and asymmetrical teacher-fronted EFL learner groups. Besides, it explored the attitude of the participants of the groups concerning the effectiveness of collaborative dialogue for their listening comprehension improvement. The...
متن کاملCorrelations between dialogue acts and learning in spoken tutoring dialogues
We examine correlations between dialogue behaviors and learning in tutoring, using two corpora of spoken tutoring dialogues: a human-human corpus and a human-computer corpus. To formalize the notion of dialogue behavior, we manually annotate our data using a tagset of student and tutor dialogue acts relative to the tutoring domain. A unigram analysis of our annotated data shows that student lea...
متن کاملObservations of Collaborative Behavior in COMPS Computer Mediated Problem Solving
COMPS is a web-delivered computer-mediated problem solving environment for student collaborative exploratory learning. The primary mode of interaction is typed dialogue, but COMPS also provides problem-specific affordances for exploring a problem. This paper reports qualitatively on dialogues from students employed in four different activities: two logical reasoning problems in a quantitative l...
متن کاملUnderstanding Student Language: An Unsupervised Dialogue Act Classification Approach
Within the landscape of educational data, textual natural language is an increasingly vast source of learning-centered interactions. In natural language dialogue, student contributions hold important information about knowledge and goals. Automatically modeling the dialogue act of these student utterances is crucial for scaling natural language understanding of educational dialogues. Automatic ...
متن کاملDialogue-Learning Correlations in Spoken Dialogue Tutoring
We examine correlations between dialogue characteristics and learning in two corpora of spoken tutoring dialogues: a human-human corpus and a humancomputer corpus, both of which have been manually annotated with dialogue acts relative to the tutoring domain. The results from our human-computer corpus show that the presence of student utterances that display reasoning, as well as the presence of...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1996