Survey on CRM Analytics in Telecommunication Industry

Saha, Lewlisa; Sahoo, Laxman; Routray, Sanjib Kumar

doi:10.14445/22312803/ijctt-v45p104

Cited by 3 publications

(5 citation statements)

References 4 publications

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“…A. Logistic Regression It is a prescient investigation which is led when the needy variable is twofold. This strategy is utilized to clarify the information itself along with the relationship of the needy paired variable with at least one free factor [18]. B.…”

Section: Data Mining Methods That Utilize Data Analyticsmentioning

confidence: 99%

“…B. Linear Regression It is the most essential kind of relapse which is utilized for condensing and considering the connection between two nonstop factors (one is reliant and the other is free) [18]. C. Decision Tree It is a graphical portrayal of each conceivable result under any conceivable condition [19,20].…”

Section: Data Mining Methods That Utilize Data Analyticsmentioning

confidence: 99%

“…E. Neural Network It is a methodology that is weakly related to the brain of human being and can be utilized to process data where different components are interconnected so as to understand a specific problem [21]. F. Support Vector Machine It is a regulated learning technique which uses the idea of choice plane to separate an arrangement of items having distinctive class participation [18]. G. Others Some of the other techniques that are used for the same purpose include the Discriminate Analysis, Scorecards, Survival Analysis, Market Basket Analysis, Collaborative Filtering, Discrete Choice Modeling, Casual Models, and so on [18].…”

Section: Data Mining Methods That Utilize Data Analyticsmentioning

confidence: 99%

“…F. Support Vector Machine It is a regulated learning technique which uses the idea of choice plane to separate an arrangement of items having distinctive class participation [18]. G. Others Some of the other techniques that are used for the same purpose include the Discriminate Analysis, Scorecards, Survival Analysis, Market Basket Analysis, Collaborative Filtering, Discrete Choice Modeling, Casual Models, and so on [18].…”

Section: Data Mining Methods That Utilize Data Analyticsmentioning

confidence: 99%

“…It also deals with other information like services plan, contact information, family income, and payment history. Customer data is used for applications like fraud detection and market profiling [18].…”

Section: Types Of Data In Telecommunication Industrymentioning

confidence: 99%

See 4 more Smart Citations

Retrieving Mobile Phone Information Based on Digital Search Tree

Ahmed

2021

eijs

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The current study primarily aims to develop a dictionary system for tracing mobile phone numbers for call centers of mobile communication companies. This system tries to save the numbers using a digital search tree in order to make the processes of searching and retrieving customers’ information easier and faster. Several shrubs that represent digits of the total phone numbers will be built through following the phone number digits to be added to the dictionary, with the owner name being at the last node in the tree. Thus, by such searching process, every phone number can be tracked digit-by-digit according to a required path inside its tree, until reaching the leaf. Then, the value stored in the node, that represents the name of phone number’s owner, is returned. Consequently, the amount of memory required to store data will be reduced and data retrieval will be faster.

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Section: Data Mining Methods That Utilize Data Analyticsmentioning

confidence: 99%

Section: Data Mining Methods That Utilize Data Analyticsmentioning

confidence: 99%