DocumentCode :
680275
Title :
A user centered approach to developing information visualization module for NEIMiner
Author :
Hui Yang ; Kumara, Soundar ; Tang, Ke ; Liu, Xindong ; Xiao, Liye ; Xu, Ruimin
Author_Institution :
Dept. of Ind. Eng., Pennsylvania State Univ. Univ. Park, University Park, PA, USA
fYear :
2013
fDate :
18-21 Dec. 2013
Firstpage :
31
Lastpage :
36
Abstract :
NEIMiner is an integrated information system for studying the nanomaterial environmental impact (NEI). However, there is a lack of visual analytic tools that efficiently query and present large-scaled bibliography meta-data and NEI characterizations in a meaningful way. This paper presents the design and implementation efforts of developing the information visualization (InfoVis) module for NEIMiner. We first describe a user centered design approach to identify the analysis tasks, to select suitable visual representations, and to iteratively validate and improve the development. We then show that how existing techniques, such as graph simplification, enriched visualization algorithms and interactive features, can be usefully combined to aid users gaining insights. We demonstrate the utility of Info Vis through scenarios of constructing co-authorship network, bibliography keywords network, and nanomaterial terms co-occurrence network. We implement our techniques as a Drupal module. Our design is supportive for analysts and researchers to identify concepts and relationships in studying environmental impact of nanomaterial.
Keywords :
bibliographic systems; bioinformatics; data analysis; data mining; data visualisation; environmental factors; graph theory; information systems; nanobiotechnology; nanostructured materials; user centred design; Drupal module; InfoVis; NEI characterizations; NEIMiner; analysis tasks; bibliography keywords network; coauthorship network construction; data mining; graph visualization; information visualization module; integrated information system; interactive features; large-scaled bibliography meta-data; nanomaterial environmental impact; nanomaterial terms cooccurrence network; user centered design approach; visual representation selection; data mining; graph visualization; information visualization; nanomaterial environmental impact;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2013 IEEE International Conference on
Conference_Location :
Shanghai
Type :
conf
DOI :
10.1109/BIBM.2013.6732724
Filename :
6732724
Link To Document :
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