TY - GEN
T1 - An Immersive Approach for Scholar Profile Visualization
AU - Purwitasari, Diana
AU - Adhiyasa, Fariz Ardin
AU - Suciati, Nanik
AU - Fabroyir, Hadziq
AU - Sumpeno, Surya
AU - Purnomo, Mauridhi Hery
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Interactive visualizations can help users to find researchers and their research profiles contributing to the challenge of information overload due to the increasing number of published articles. Previous studies using bibliographical data on scholars and their articles have focused primarily on 2D visualizations, especially those displaying topics of researcher expertise. Alternatively, our work contributed to a 3D visualization framework for scholars rather than articles based on published research using Virtual Reality (VR) to create an immersive user experience. Procedures in the framework include collecting Scopus article metadata to generate subject domains, mapping articles-domains to identify scholars' research expertise, transforming scholar data points, and building the visualization inside the virtual environment. The creation of subject domains and the labeling process of Scholar metadata utilizes Scopus metadata originating from Scopus subject area. After labeling the article metadata, the transformation process that employed both metadata of Scopus and Scholar led to researcher coordinates for a scatter diagram panel in the VR space. Those labels and coordinates become parts of user tasks that yielded positive feedback for the proposed VR-based visualization of bibliographical data. Through some questionnaires, our experiments demonstrated a proof of concept according to the proposed framework resulting in good usability, especially concerning clarity, ease of access, and layout settings.
AB - Interactive visualizations can help users to find researchers and their research profiles contributing to the challenge of information overload due to the increasing number of published articles. Previous studies using bibliographical data on scholars and their articles have focused primarily on 2D visualizations, especially those displaying topics of researcher expertise. Alternatively, our work contributed to a 3D visualization framework for scholars rather than articles based on published research using Virtual Reality (VR) to create an immersive user experience. Procedures in the framework include collecting Scopus article metadata to generate subject domains, mapping articles-domains to identify scholars' research expertise, transforming scholar data points, and building the visualization inside the virtual environment. The creation of subject domains and the labeling process of Scholar metadata utilizes Scopus metadata originating from Scopus subject area. After labeling the article metadata, the transformation process that employed both metadata of Scopus and Scholar led to researcher coordinates for a scatter diagram panel in the VR space. Those labels and coordinates become parts of user tasks that yielded positive feedback for the proposed VR-based visualization of bibliographical data. Through some questionnaires, our experiments demonstrated a proof of concept according to the proposed framework resulting in good usability, especially concerning clarity, ease of access, and layout settings.
KW - immersive visualization
KW - mapping scholars
KW - topic relations
KW - virtual reality
UR - http://www.scopus.com/inward/record.url?scp=85137796710&partnerID=8YFLogxK
U2 - 10.1109/CIVEMSA53371.2022.9853688
DO - 10.1109/CIVEMSA53371.2022.9853688
M3 - Conference contribution
AN - SCOPUS:85137796710
T3 - CIVEMSA 2022 - IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Proceedings
BT - CIVEMSA 2022 - IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2022
Y2 - 15 June 2022 through 17 June 2022
ER -