Dr. Eng. Niken P. Martono

Dr.Eng. Niken P. Martono adalah staf pengajar dan peneliti di Departemen Matematika Bisnis, STEM, Universitas Prasetiya Mulya. Dalam pengalaman sebelumnya, ia mengajar beberapa mata kuliah bisnis dan manajemen seperti: Metodologi Riset Bisnis, Pengambilan Keputusan, Komunikasi dan Negosiasi Bisnis, Statistik Bisnis, Statistik Lanjutan dan Multivariat. Selama program master, doktoral, dan pasca-doktoralnya di Tokyo University of Science, Jepang, ia berfokus pada ilmu data dan analitik data prediktif, mulai dari bidang Manajemen Hubungan Pelanggan, bidang biomedis dan neuropsikologi, hingga bidang ilmu pertanian dan susu. Dengan gabungan pengetahuan manajemen, ilmu data, dan teknik, pengalamannya memberinya pandangan yang lebih luas yang berguna dalam mengajar mata kuliah dan melakukan penelitian terkait dengan mata kuliah manajemen dan bisnis yang berlaku.

Education

Intellectual Contributions

Professional Experience

Dr. Eng., Industrial Administration, Tokyo University of Science, Japan, 2018
M.Eng., Industrial Administration, Tokyo University of Science, Japan, 2014
M.SM., Management Science, Institut Teknologi Bandung, 2014
B.Sc., Engineering Physics, Institut Teknologi Bandung, 2012

Published Writings:

An Analysis of Motion Transition in Subtle Errors using Inductive Logic Programming: A Case Study in Approaches to Mild Cognitive Impairment
International Journal of Software Science and Computational Intelligence (IJSSCI), 10(1), 2018. Author: Niken Prasasti Martono, other authors: Keisuke Abe, Takehiko Yamaguchi, Hayato Ohwada
Clustering Finger Motion Data from Virtual Reality-Based Training to Analyze Patients with Mild Cognitive Impairment.
International Journal of Software Science and Computational Intelligence (IJSSCI), 8(4), 2016. Author: Niken Prasasti Martono, other authors: Takehiko Yamaguchi, Takuya Maeta, Hibiki Fujino, Yuki Kubota, Hayato Ohwada, Tania Giovannetti
Early diagnosis of mild cognitive impairment: A case study in approaches to inductive-logic programming.
In Proceedings of 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, ICCI*CC 2017. Author: Niken Prasasti Martono, other authors: Takehiko Yamaguchi, Hayato Ohwada
Generating Rules of Action Transition in Errors in Daily Activities from a Virtual Reality-Based Training Data.
In Human Interface and the Management of Information: Supporting Learning, Decision-Making, and Collaboration – 19th International Conference, HCI International 2017. Author: Niken Prasasti Martono, other authors: Keisuke Abe, Takehiko Yamaguchi, Hayato Ohwada, Tania Giovannetti
Customer Lifetime Value and Defection Possibility Prediction Model Using Machine Learning: An Application to a Cloud-Based Software Company.
In Proceedings of Intelligent Information and Database Systems – 6th Asian Conference, ACIIDS 2014. Author: Niken Prasasti, other authors: Masato Okada, Katsutoshi Kanamori, Hayato Ohwada
Utilizing Customers’ Purchase and Contract Renewal Details to Predict Defection in the Cloud Software Industry.
In Proceedings of Knowledge Management and Acquisition for Smart Systems and Services – 13th Pacific Rim Knowledge Acquisition Workshop, PKAW 2014. Author: Niken Prasasti Martono, other authors: Katsutoshi Kanamori, Hayato Ohwada
Agent-Based Simulations of Smallholder Decision-Making in Land Use Change/Cover (LUCC) Problem, Case Study: Agricultural Land Conversion in Jambi Province, Indonesia
In Agent-Based Approaches in Economics and Social Complex Systems IX. Agent-Based Social Systems, vol 15. Springer. Author: Manahan Siallagan, other authors: Niken Prasasti Martono, Utomo Sarjono Putro

Postdoctoral Researcher, Dept. of Industrial Administration, Tokyo University of Science, Japan, 2018 – 2020
Researcher and Part-Time Lecturer, School of Business and Management, Institut Teknologi Bandung, 2014 – 2018
Intern, Dept. of Psychology, Temple University, Philadelphia, United States, 2017