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.