Development of Customer Relationship Management System in the Healthcare Domain Using Data Mining / 대한의료정보학회지
Journal of Korean Society of Medical Informatics
; : 303-310, 2004.
Article
en Ko
| WPRIM
| ID: wpr-89248
Biblioteca responsable:
WPRO
ABSTRACT
OBJECTIVE: To provide medicare services for patients demands satisfyingly, immediate introduction of the Customer Relationship Management(CRM) is raised inevitable. In this paper we proposed that the minimizing the hospital losses by cut down the rate of cancelation of the hospital reservation, to secure patients as clients. METHODS: And to implement the data mining-based healthcare customer relationship management system applied from the back propagation algorithm of the artificial neural networks technique and the Feature GENeration(FGEN) algorithm of the decision tree technique. RESULTS: In this paper we divided a patient to an appropriate group through a data mining process and classified more correct customer through a campaign process. CONCLUSION: These results would be essential for new patients to enhance hospital reliability, for hospital to select profitable patients with high loyalty and to manage patients efficiently.
Palabras clave
Texto completo:
1
Base de datos:
WPRIM
Asunto principal:
Árboles de Decisión
/
Medicare
/
Atención a la Salud
/
Minería de Datos
Tipo de estudio:
Prognostic_studies
Aspecto:
Determinantes_sociais_saude
Límite:
Humans
Idioma:
Ko
Revista:
Journal of Korean Society of Medical Informatics
Año:
2004
Tipo del documento:
Article