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

Datasets for the paper "Enhancing Software and Learning with Serbian Student Feedback Corpora" 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. Citation If you use this in your research, please cite: Vidaković, D., Luburić, N., Kovačević, A., & Slivka, J. Enhancing software and learning with Serbian student feedback corpora. Language Resources & Evaluation (2025). https://doi.org/10.1007/s10579-025-09855-y