ACL RD-TEC 1.0 Summarization of P04-1045
Paper Title:
PREDICTING STUDENT EMOTIONS IN COMPUTER-HUMAN TUTORING DIALOGUES
PREDICTING STUDENT EMOTIONS IN COMPUTER-HUMAN TUTORING DIALOGUES
Authors: Diane J. Litman and Kate Forbes-Riley
Primarily assigned technology terms:
- abductive reasoning
- algorithm
- classi cation
- classication
- coding
- cross-validation
- data collection
- decision tree
- decision trees
- dialogue analysis
- dialogue evaluation
- dialogue system
- dialogue systems
- dialogue tutoring
- emotion prediction
- emotion recognition
- error reduction
- intelligent tutoring
- itspoke
- learning
- machine learning
- machine learning software
- online adaptation
- reading
- reasoning
- recognition
- recognizer
- rst analysis
- semantic analysis
- speech recognition
- speech recognizer
- spoken dialogue
- spoken dialogue system
- spoken dialogue tutoring
- spoken tutoring
- text-based tutoring system
- text-to-speech
- text-to-speech system
- transcription
- tutoring spoken dialogue
- tutoring system
- weka
- why2-atlas
Other assigned terms:
- 10-fold cross-validation
- acoustic-prosodic feature
- anaphora
- annotation
- annotation scheme
- annotator
- annotators
- approach
- case
- comparable corpus
- computer-human corpus
- confusion matrix
- corpora
- data set
- dialogue corpus
- dialogue research
- dialogues
- document
- duration
- emotion
- empirical results
- error rate
- essay
- evaluations
- fact
- feature
- feature set
- feature sets
- feature types
- human-human dialogue
- hypothesis
- inter-annotator agreement
- kappa
- knowledge
- labeling
- language models
- lexical feature
- lexical features
- lexical items
- majority class baseline
- manual annotation
- measures
- mechanisms
- method
- methodology
- nominal anaphora
- pause
- pause duration
- pitch
- prediction accuracy
- relative error reduction
- representations
- semantic
- semantic accuracy
- sentence
- signal
- silence
- speaking rate
- speech signal
- system design
- system performance
- term
- test data
- text
- topics
- training
- training and test data
- tree
- trees
- turn duration
- tutoring
- tutoring dialogue
- understanding
- utterance
- vocabulary
- word
- word error rate
- word occurrence vector
- words
