DocumentCode :
2298641
Title :
Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis
Author :
Godbole, Shantanu ; Roy, Shourya
Author_Institution :
IBM Res., India Res. Lab., Bangalore
Volume :
2
fYear :
2008
fDate :
7-11 July 2008
Firstpage :
441
Lastpage :
448
Abstract :
We present our experiences in building and deploying a text mining solution in services industry settings, specifically in contact centers. We describe the voice of customer (VoC) and customer satisfaction (C-Sat) analysis settings and outline several unique research challenges brought about by this confluence of text mining and industrial services research. We describe our system for integrated text classification, business intelligence and interactive text labeling for C-Sat analysis. We recount invaluable lessons learned as computer science researchers in services research engagements. The system has been deployed in multiple accounts in contact centers and can be extended to any industrial CRM service practice to analyze unstructured text data.
Keywords :
competitive intelligence; customer satisfaction; data mining; interactive systems; service industries; text analysis; business intelligence; customer satisfaction; interactive text labeling; services industry; text classification; text mining; voice of customer; Bismuth; Computer industry; Computer science; Customer satisfaction; Data analysis; Intelligent structures; Labeling; Mining industry; Text categorization; Text mining; Contact Center; Customer Satisfaction Analysis; Text Classification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Services Computing, 2008. SCC '08. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-0-7695-3283-7
Type :
conf
DOI :
10.1109/SCC.2008.99
Filename :
4578553
Link To Document :
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