论文信息 - Telecommunication System Based on Fuzzy Graphs

Telecommunication System Based on Fuzzy Graphs

Telecommunication is one of the unavoidable utilities of daily life. Telecommunication service providers have data records of its users. These records are represented by crisp graphs. Certain parameters like center persons, churn prediction, etc. are more perfectly calculated if the data are represented by fuzzy graphs. In this paper, we have introduced a fuzzy telecommunication network (FTN) using fuzzy graph theory.Star persons and related terms are defined in this fuzzy telecommunication network.A small example is described to illustrate the network. Churn prediction is a big issue for telecom service providers. This study introduces churn prediction in the fuzzy telecommunication network. New idea on measurement of churn prediction is presented here.

Madhumangal Pal | Sovan Samanta

[1] Sovan Samanta. A New Approach to Social Networks Based on Fuzzy Graphs , 2015 .

[2] 張毓騰,et al. APPLYING DATA MINING TO TELECOM CHURN MANAGEMENT , 2009 .

[3] Cheng-Seen Ho,et al. Toward a hybrid data mining model for customer retention , 2007, Knowl. Based Syst..

[4] Leonard M. Freeman,et al. A set of measures of centrality based upon betweenness , 1977 .

[5] Rupesh K. Gopal,et al. Customer Churn Time Prediction in Mobile Telecommunication Industry Using Ordinal Regression , 2008, PAKDD.

[6] Sougata Mukherjea,et al. Social ties and their relevance to churn in mobile telecom networks , 2008, EDBT '08.

[7] A. Tiwari,et al. Churn Prediction using Complaints Data , 2006 .

[8] Frank Harary,et al. Graph Theory , 2016 .

[9] Sougata Mukherjea,et al. On the structural properties of massive telecom call graphs: findings and implications , 2006, CIKM '06.

[10] Changiz Eslahchi,et al. Vertex-strength of fuzzy graphs , 2006, Int. J. Math. Math. Sci..

[11] L. Freeman. Centrality in social networks conceptual clarification , 1978 .

[12] David C. Yen,et al. Applying data mining to telecom churn management , 2006, Expert Syst. Appl..

[13] Dirk Van den Poel,et al. Customer attrition analysis for financial services using proportional hazard models , 2004, Eur. J. Oper. Res..