Interactive Analytical Treemaps for Visualisation of Call Centre Data

In the United Kingdom alone, there are over one million employees working at over 5,000 call centres. Some estimates claim approximately four million call centre employees in Europe. In this unique application paper we present methods for visualising the vast amount of data generated and collected by call centres. We design the application to address the challenges of exploration, analysis and visualisation of complex, time-dependant call centre data, and aim to maximise the utility the software contributes to the business stakeholders in the industry. The application implements a custom, interactive analytical treemap view that presents an overview and details of the data on demand. We implement a smooth temporal navigation system to allow the user to zoom the visualisation to a higher resolution of data. Then an interactive multivariate focus and context analytic filtering interface provides the user control over caller subsets they are interested in for analysis. The software is designed in close collaboration with industry experts. This application reveals new insight into call centre events and behaviour that traditional forms of analysis do not as quickly, nor as easily. We also report the positive reaction of domain experts to our visualisations.

[1]  Ben Shneiderman,et al.  Tree visualization with tree-maps: 2-d space-filling approach , 1992, TOGS.

[2]  Eric Lecolinet,et al.  Browsing Zoomable Treemaps: Structure-Aware Multi-Scale Navigation Techniques , 2007, IEEE Transactions on Visualization and Computer Graphics.

[3]  E. Mirza,et al.  Impact of emotional intelligence and work attitude on quality of service in the Call Centre industry of Pakistan , 2010, 2010 IEEE International Conference on Management of Innovation & Technology.

[4]  Jarke J. van Wijk,et al.  Smooth and efficient zooming and panning , 2003, IEEE Symposium on Information Visualization 2003 (IEEE Cat. No.03TH8714).

[5]  Erik-Jan van der Linden,et al.  Visualizing Business Data with Generalized Treemaps , 2006, IEEE Transactions on Visualization and Computer Graphics.

[6]  L. Bennington,et al.  Customer satisfaction and call centers: an Australian study , 2000 .

[7]  Ben Shneiderman,et al.  Ordered treemap layouts , 2001, IEEE Symposium on Information Visualization, 2001. INFOVIS 2001..

[8]  Hadi Larijani,et al.  Enhanced Bandwidth-Delay Based Routing Algorithm for a packet-switched virtual call centre environment , 2008, 2008 Winter Simulation Conference.

[9]  Saul Greenberg,et al.  Navigating hierarchically clustered networks through fisheye and full-zoom methods , 1996, TCHI.

[10]  Han-Wei Shen,et al.  Visualizing Changes of Hierarchical Data using Treemaps , 2007, IEEE Transactions on Visualization and Computer Graphics.

[11]  Ed Smith Anatomy of an IP call centre , 2008 .

[12]  Lin Lu,et al.  Variational circular treemaps for interactive visualization of hierarchical data , 2015, 2015 IEEE Pacific Visualization Symposium (PacificVis).

[13]  Brad Cleveland,et al.  Call Center Management on Fast Forward: Succeeding in Today's Dynamic Inbound Environment , 1999 .

[14]  Ben Shneiderman,et al.  Tree-maps: a space-filling approach to the visualization of hierarchical information structures , 1991, Proceeding Visualization '91.

[15]  Mao Lin Huang,et al.  TreemapBar: Visualizing Additional Dimensions of Data in Bar Chart , 2009, 2009 13th International Conference Information Visualisation.

[16]  Hadi Larijani,et al.  Performance Comparison of Call Routing Algorithms over Virtual Call Centres , 2007, 2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications.

[17]  Anand Kumar Jaiswal,et al.  Customer satisfaction and service quality measurement in Indian call centres , 2008 .

[18]  R. Feinberg,et al.  Operational determinants of caller satisfaction in the call center , 2000 .

[19]  Ben Shneiderman,et al.  Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies , 2002, TOGS.

[20]  Han-Wei Shen,et al.  Balloon Focus: a Seamless Multi-Focus+Context Method for Treemaps , 2008, IEEE Transactions on Visualization and Computer Graphics.

[21]  Anna Esposito,et al.  Classification of emotional speech units in call centre interactions , 2013, 2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom).

[22]  Audrey Gilmore,et al.  Call centre management: is service quality a priority? , 2001 .

[23]  J. V. van Wijk,et al.  Cushion treemaps: visualization of hierarchical information , 1999, Proceedings 1999 IEEE Symposium on Information Visualization (InfoVis'99).

[24]  Hadi Larijani,et al.  Routing with a bandwidth based algorithm in virtual call centres , 2008, NOMS 2008 - 2008 IEEE Network Operations and Management Symposium.

[25]  Kang Shi,et al.  An evaluation of content browsing techniques for hierarchical space-filling visualizations , 2005, IEEE Symposium on Information Visualization, 2005. INFOVIS 2005..

[26]  L. Ranathunga,et al.  Sentiment analysis: Measuring sentiment strength of call centre conversations , 2015, 2015 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT).