Interactive Visual Profiling of Musicians
Authors:
- 12 August 2015
- journal article
- review article
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. 22 (1) , 200-209
Abstract
Determining similar objects based upon the features of an object of interest is a common task for visual analytics systems. This process is called profiling, if the object of interest is a person with individual attributes. The profiling of musicians similar to a musician of interest with the aid of visual means became an interesting research question for musicologists working with the Bavarian Musicians Encyclopedia Online. This paper illustrates the development of a visual analytics profiling system that is used to address such research questions. Taking musicological knowledge into account, we outline various steps of our collaborative digital humanities project, priority (1) the definition of various measures to determine the similarity of musicians' attributes, and (2) the design of an interactive profiling system that supports musicologists in iteratively determining similar musicians. The utility of the profiling system is emphasized by various usage scenarios illustrating current research questions in musicology.Keywords
This publication has 41 references indexed in Scilit:
- VarifocalReader — In-Depth Visual Analysis of Large Text DocumentsIEEE Transactions on Visualization and Computer Graphics, 2014
- Rule‐based Visual Mappings – with a Case Study on Poetry VisualizationComputer Graphics Forum, 2013
- Visual Classifier Training for Text Document RetrievalIEEE Transactions on Visualization and Computer Graphics, 2012
- LeadLine: Interactive visual analysis of text data through event identification and exploration2012
- Recommender systems: from algorithms to user experienceUser Modeling and User-Adapted Interaction, 2012
- Social media recommendation based on people and tags2010
- SmallWorlds: Visualizing Social RecommendationsComputer Graphics Forum, 2010
- VisGets: Coordinated Visualizations for Web-based Information Exploration and DiscoveryIEEE Transactions on Visualization and Computer Graphics, 2008
- Literature Fingerprinting: A New Method for Visual Literary Analysis2007
- ColorBrewer.org: An Online Tool for Selecting Colour Schemes for MapsThe Cartographic Journal, 2003