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image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset
Data sources: ZENODO
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Literature Gap Analyzer Evaluation

Authors: Pramudya, Andikaputra;

Literature Gap Analyzer Evaluation

Abstract

This dataset presents the evaluation results of the Literature Gap Analyzer, a RAG-based prototype for automated research gap identification, developed using Design Science Research Methodology (DSRM). The evaluation was conducted through two complementary approaches: 30 automated test sessions measuring system performance across four analysis domains, and a user study with 228 respondents using the System Usability Scale (SUS) and a custom Perceived Usefulness instrument. The dataset includes anonymized survey responses, descriptive statistics, system test logs, and the full survey instrument. Results cover SUS scores, perceived usefulness ratings, manual time baselines, and API performance metrics, and are intended to support reproducibility and further research on LLM-assisted literature review tools.

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