DocumentCode :
1116115
Title :
User-Centered Evaluation of Arizona BioPathway: An Information Extraction, Integration, and Visualization System
Author :
Nones, Karin D Qui ; Su, Hua ; Marshall, Byron ; Eggers, Shauna ; Chen, Hsinchun
Author_Institution :
Arizona Univ., Tucson
Volume :
11
Issue :
5
fYear :
2007
Firstpage :
527
Lastpage :
536
Abstract :
Explosive growth in biomedical research has made automated information extraction, knowledge integration, and visualization increasingly important and critically needed. The Arizona BioPathway (ABP) system extracts and displays biological regulatory pathway information from the abstracts of journal articles. This study uses relations extracted from more than 200 PubMed abstracts presented in a tabular and graphical user interface with built-in search and aggregation functionality. This paper presents a task-centered assessment of the usefulness and usability of the ABP system focusing on its relation aggregation and visualization functionalities. Results suggest that our graph-based visualization is more efficient in supporting pathway analysis tasks and is perceived as more useful and easier to use as compared to a text-based literature-viewing method. Relation aggregation significantly contributes to knowledge-acquisition efficiency. Together, the graphic and tabular views in the ABP visualizer provide a flexible and effective interface for pathway relation browsing and analysis. Our study contributes to pathway-related research and biological information extraction by assessing the value of a multi- view, relation-based interface that supports user-controlled exploration of pathway information across multiple granularities.
Keywords :
data visualisation; graphical user interfaces; knowledge acquisition; medical computing; Arizona BioPathway; biological regulatory pathway; graph-based visualization; graphical user interface; information extraction; knowledge integration; knowledge-acquisition efficiency; multiview relation-based interface; tabular interface; task-centered assessment; user-centered evaluation; visualization system; Abstracts; Data mining; Displays; Graphical user interfaces; Graphics; Helium; Information analysis; Management information systems; Usability; Visualization; Biomedical information extraction; pathway analysis; system evaluation; visualization; Database Management Systems; Databases, Factual; Information Storage and Retrieval; Models, Biological; Natural Language Processing; Periodicals as Topic; Proteome; Signal Transduction; Systems Integration; User-Computer Interface;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2006.889706
Filename :
4300844
Link To Document :
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