Datasets for Crowd-based Requirements Engineering and aspect-based detection of learning-centered emotion from the text in Serbian language

These datasets include student feedback on an Intelligent Tutoring System written in Serbian, annotated with categories for Crowd-based Requirements Engineering (CrowdRE) and aspect-based detection of learning-centered emotions. Four annotators manually annotated each sentence. 

The CrowdRE dataset includes two JSON files:

crowdre_english.json - annotated text with columns and classes written in English. Columns are:

Comment - the entire student feedback

Sentence - sentence extracted from the feedback that was annotated

Intention - class representing the intention of the sentence

Topic - class representing the topic of the sentence

crowdre_srpski.json - annotated text with columns and classes written in Serbian. Columns are:

Komentar - the entire student feedback

Recenica - sentence extracted from the entire feedback that was annotated

Namera - class representing the intention of the sentence

Tema - class representing the topic of the sentence.

The dataset for the aspect-based detection of learning-centered emotions includes two JSON files:

emotions_english.json - annotated text with columns and classes written in English. Columns are:

Comment - the entire student feedback

Sentence - sentence extracted from the feedback that was annotated

Aspect - class representing the aspect of the sentence

Emotion - class representing the learning-centered emotion of the sentence

emocije_srpski.json - annotated text with columns and classes written in Serbian. Columns are:

Komentar - the entire student feedback

Recenica - sentence extracted from the entire feedback that was annotated

Aspekt - class representing the aspect of the sentence

Emotion - class representing the learning-centered emotion of the sentence.

Annotators annotated the dataset based on the annotation procedure and guidelines available here.