Work

Methods, Challenges, and Ethical Considerations in Data Collection of Corpus Compilation

Year: 2024

Type: article

Abstract: Corpus compilation is a critical process in linguistics that involves gathering and organizing large datasets for language analysis and model training. This article examines key aspects of corpus compilation, with a particular focus on data collection. It explores the sources of data, strategies for ensuring representativeness, and challenges such as copyright constraints and data quality issues. Ethical considerations, such as anonymization and consent, are also discussed. By understanding these factors, researchers can build effective and ethically sound corpora for linguistic research and computational applications.

Source: Innovative Technologica Methodical Research Journal

DOI: 10.47134/innovative.v3i3.122

Author: Madina Dalieva

Institution: Uzbek State University of World Languages

Language: English

Topic: Linguistic Studies and Language Acquisition

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4403754346

FWCI: 0.304

Cites: 20

Cited by: 2

Related to: 10