CHURN CALCULATION BASED ON SWARM INTELLIGENCE ALGORITHMS IN SOCIAL NETWORKS

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Sotoodeh Hamidreza; SAFAEI FARSHAD; Daei Elahe; Mohammadi Parima

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE)
Year:2014 | Issue:4

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Title

CHURN CALCULATION BASED ON SWARM INTELLIGENCE ALGORITHMS IN SOCIAL NETWORKS

Author(s)

Sotoodeh Hamidreza | SAFAEI FARSHAD | Daei Elahe | Mohammadi Parima

Keywords

SOCIAL NETWORKS

CHURN

SWARM INTELLIGENCE ALGORITHM (SI)

Abstract

TODAY, THE CHURN PHENOMENON HAS BEEN CONSIDERED IN MANY APPLICATIONS AS AN IMPORTANT OUTCOME. SOCIAL NETWORKS CAN BE CONSIDERED AS ONE OF THE MOST IMPORTANT APPLICATIONS WITH THE MENTIONED OUTCOME. CHURN IN SOCIAL NETWORKS DEPENDS ON THE USERS’ ACTIVITY IN A COMMUNICATION ENVIRONMENT AND APPEARS IF THIS ACTIVITY IS LESS THAN A REQUIRED EXTENT. SWARM INTELLIGENCE ALGORITHMS (SI), ASSUMED TO BE THE PROPER TOOLS TO MODEL THE COMMUNICATIONS IN A SOCIAL NETWORK. THIS BUNCH OF ALGORITHMS ACCORDING TO THE LOCAL AGENTS’ BEHAVIOR, TRY TO RESULT THE GLOBAL BEHAVIOR. THIS PAPER AIMS TO MEASURING THE USER’S CHURN BY THE MENTIONED METHOD AND INCLUDING THE COMMUNICATION MESSAGES TRANSFERRED BY THE USERS IN THE NETWORK. CONSIDERING THE MEASURED ACTIVITY RATE, A CHURN THRESHOLD IN VARIOUS AREAS OF COMMUNICATION WILL BE OBTAINED. SIMULATION RESULTS REFERRING TO CONFIRMED THE PRESENTED MODEL OF COMMUNICATION. THE MODEL VALIDATION AND OTHER VALUES ARE OBTAINED BY A DISCRETE EVENT SIMULATOR. THE COMMUNICATIONS USED IN THIS SIMULATION RESULT FROM MINING A DATA SET INCLUDING REAL COMMUNICATIONS FOR ONE SPECIES OF THE MENTIONED NETWORKS.

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APA: Copy

Sotoodeh, Hamidreza, SAFAEI, FARSHAD, Daei, Elahe, & Mohammadi, Parima. (2014). CHURN CALCULATION BASED ON SWARM INTELLIGENCE ALGORITHMS IN SOCIAL NETWORKS. INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE). SID. https://sid.ir/paper/926360/en

Vancouver: Copy

Sotoodeh Hamidreza, SAFAEI FARSHAD, Daei Elahe, Mohammadi Parima. CHURN CALCULATION BASED ON SWARM INTELLIGENCE ALGORITHMS IN SOCIAL NETWORKS. 2014. Available from: https://sid.ir/paper/926360/en

IEEE: Copy

Hamidreza Sotoodeh, FARSHAD SAFAEI, Elahe Daei, and Parima Mohammadi, “CHURN CALCULATION BASED ON SWARM INTELLIGENCE ALGORITHMS IN SOCIAL NETWORKS,” presented at the INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE). 2014, [Online]. Available: https://sid.ir/paper/926360/en

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