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Business intelligence / Marketing / Statistical relational learning / Data mining / Predictive modelling / Customer lifetime value / Decision tree learning / Churn rate / Probabilistic logic / Statistics / Statistical models / Machine learning


Estimating the Effect of Word of Mouth on Churn and Cross-Buying in the Mobile Phone Market with Markov Logic Networks Torsten Dierkes and Martin Bichler* Department of Informatics, TU München, Germany Ramayya Krishnan
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Document Date: 2011-01-10 10:15:53


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File Size: 947,12 KB

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Company

Yankee Group / Markov Logic Networks / /

Continent

Asia / North America / Europe / /

Country

United States / /

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Facility

The Heinz College Carnegie Mellon University / /

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IndustryTerm

potential applications / multirelational data mining / machine learning algorithms / rule induction systems / mobile phone carrier / telecommunications / large-scale customer network / neural networks / online social networks / Telephone call detail records / energy sector / relational dependency networks / conventional data mining methods / social networks / data mining algorithms / social network / large-scale social network / open source software / pre-paid networks / data mining community / statistical relational learning algorithms / wireless providers / learning algorithms / /

Organization

Martin Bichler* Department of Informatics / Carnegie Mellon University / Department of Informatics / Germany Ramayya Krishnan School of Information Systems and Management / /

Person

Torsten Dierkes / Martin Bichler / /

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Position

Social Network Analysis *Contact author / /

Region

Western Europe / /

Technology

cellular telephone / SMS / CRM / ILP algorithms / SRL algorithms / data mining algorithms / learning algorithms / Data Mining / machine learning / statistical relational learning algorithms / viral marketing / existing machine learning algorithms / /

URL

http /

SocialTag