THE CLASSIFICATION OF PROMOTION MEDIA OF A COLLEGE TO IMPROVE THE MANAGEMENT OF PROMOTION FOR A PRIVATE COLLEGE IN THE EAST OGAN KOMERING ULU DISTRICT

Graika Garaika(1), Gaeldeba Garaika(2),


(1) Department of Management, STIE Trisna Negara, South Sumatera
(2) Department of Management, STIE Trisna Negara, South Sumatera
Corresponding Author

Abstract


Educational institutions are strategic sectors that can produce quality human resources where educational institutions take place quickly and dynamically. The development and progress of an educational institution are very dependent on the human resources that manage the institution. Promotion media is very important for the progress of an educational institution.  Promotion media is means used to introduce and communicate a product or brand to be known to the wider public. There are three categories of promotional media namely print media, electronic media, and online media. Based on the 2018 BPS, those interested in print and electronic media as a source of information were 25.53% while for online media in 2019 there were 64.8%. So that promotions can be carried out appropriately according to regional conditions, it is necessary to classify promotional media by region. This study aims to classify promotional media according to the region using the C45 algorithm method. The C45 algorithm is used as a decision tree classification model to predict promotional media that is suitable for the promotional target area. To form a decision tree, attributes needed are used as a reference for classification, in this study six attributes are used, namely the availability of internet services, the availability of electricity services, community work, community income, education, and access from the region to the district government.


Keywords


Classification, Promotion Media, College, C45 Algorithm

References


BPS (Badan Pusat Statistik), “Penduduk Berumur 15 Tahun Ke Atas Menurut Pendidikan Tertinggi yang Ditamatkan dan Jenis Kegiatan Selama Seminggu yang Lalu, 2008-2018,” Badan Pusat Statistik, 2018. .

I. Setiawan, “Analisis Gerakan Lampung Membaca Di Dinas Perpustakaan Dan Kearsipan Provinsi Dalam Meningkatkan Minat Baca,” Lampung University, 2018.

D. T. Kusuma dan N. Agani, “Prototipe Komparasi Model Clustering Menggunakan Metode K-Means Dan FCM untuk Menentukan Strategi Promosi : Study Kasus Sekolah Tinggi Teknik-PLN Jakarta,” TICOM, vol. 3, no. 3, hal. 1–10, 2015.

Y. Servanda, “Analisis Pengambilan Keputusan Penentuan Prioritas Media Promosi Stmik Balikpapan,” SEMNASTIKA, hal. 51–58, 2018.

“Strategi Cyber Marketing Untuk Meningkatkan Jumlah Penerimaan Mahasiswa Baru,” vol. 8, no. 2, hal. 22–28, 2018.

K. Pertanian, Outlook Telur Komoditas Pertanian Sumsektor Peternakan. 2016.

W. F. Garaika, “Promosi Dan Pengaruhnya Terhadap Terhadap Animo Calon Mahasiswa Baru Dalam Memilih Perguruan Tinggi Swasta,” J. Aktual STIE Trisna Negara, vol. 16, no. 1, hal. 21–27, 2018.

H. Margahana, “The Effects of Job Motivation and Job Satisfaction Toward Organizational Citizenship Behavior ( OCB ) and Its Impact on Job Performance of Paramedical Community Health Centers in the City of Bandar Lampung,” J. Resour. Dev. Manag., vol. 46, hal. 1–10, 2018.

G. Margahana, Helisia, “The Influence Of Credibility And Voluntariness Toward Technological Use Behavior : Entrepreneurial Potential Model Approach,” Int. J. Entrep., vol. 23, no. 2, hal. 1–9, 2019.

G. Garaika dan H. M. Margahana, “Self Efficacy , Self Personality And Self Confidence On Entrepreneurial Intention : Study On Young Enterprises,” J. Entrep. Educ., vol. 22, no. 1, hal. 1–12, 2019.

B. E. Turban, J. E. Aronson, dan T. Liang, Decision Support System and Intelegent System, 7th Ed. Ji. Yogyakarta: Penerbit Andi Yogyakarta, 2005.

D. A. C, D. A. Baskoro, L. Ambarwati, dan I. W. S. Wicaksana, Belajar Data Mining dengan RapidMiner. 2013.

C. J. Mantas dan J. Abellán, “Credal-C4.5: Decision tree based on imprecise probabilities to classify noisy data,” Expert Syst. Appl., vol. 41, no. 10, 2014.

S. Ipnuwati, “Sistem Pendukung Keputusan Perencanaan Promosi Kampus Berbasis Data Mining Dengan Metode Klasifikasi Pada Stmik Pringsewu Lampung,” 2013.

K. L. K. Philip Kotler, Manajemen Pemasaran (Jilid 1) (Edisi 13). Jakarta: Erlangga, 2009.

E. T. L. Kusrini, Algoritma Data Mining. Yogyakarta: Penerbit Andi Yogyakarta, 2009.


Full Text: PDF

Article Metrics

Abstract View : 547 times
PDF Download : 93 times

DOI: 10.56327/jurnaltam.v11i1.904

Refbacks

  • There are currently no refbacks.