Frans Prathama



Data Enthusiast
Busan, Republic of Korea

Contact:

[LinkedIn] [Google Scholar]

Last Updated:

2024.04.11

About Me

Frans is currently working as a Research Engineer at IOChord Co., Ltd. in Busan, South Korea. In 2021, he received his master degree (M.Eng) from Hankuk University of Foreign Studies in the field of Data Analytics. Previously, he has been worked as Logistic Controlling specialist at PT. Wings Surya, Indonesia for over than 2 years.

Professional Experiences

Education

Publications

[International Journal]

  1. Personalized Recommendation by Matrix Co-Factorization with Multiple Implicit Feedback on Pairwise Comparison
    Frans Prathama, Wenny Franciska S, Bernardo NY, and Jei-zheng Wu
    Computer & Industrial Engineering, 2020
    PDF

[Domestic Journal]

  1. EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises
    Frans Prathama, Seokrae Won, Pulshasi Iq R, and Sutrisnowati Riska A
    Journal of The Korea Society of Computer and Information, Vol. 29, No.6, 2024
    PDF

[International Conference]

  1. A Multi-case Perspective Analytical Framework for Discovering Human Daily Behavior from Sensors using Process Mining
    Frans Prathama, Bernardo NY, and Seok-Lyong Lee
    2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)
    PDF
  2. Analysis Framework for Next-Items Recommendation using Local Process Model on a Pairwise Comparison Dataset
    Frans Prathama, Wenny FS, Bernardo NY, and Jei-zheng Wu
    International Symposium on Industry3.5 and Intelligent Manufacturing (2019, Taiwan)
    (Best Paper Award)
    PDF Poster
  3. Trace Clustering Exploration for Detecting Sudden Drift: A Case Study in Logistic Process
    Frans Prathama, Bernardo Nugroho Yahya, Danny Darmawan Harjono, and Mahendrawathi ER
    The Fifth Information Systems International Conference (2019, Indonesia)
    PDF

[Domestic Conference]

  1. Automated RULA for a Sequence Activities based on Sensor Data
    Wenny Franciska S, Frans Prathama, Feri Setiawan, Aria Ghora P, Bernardo NY, and Seok-Lyong Lee
    대한산업공학회 추계학술대회(2020, South Korea)
    PDF
  2. Analysis Framework for Discovering Multiple Case Perspective Human Behavior Model
    Frans Prathama, and Bernardo Nugroho Yahya
    대한산업공학회 추계학술대회 (2019, South Korea)
    PDF
  3. Process Discovery on Assembly Process using Multimodal Human Activity Recognition
    차형주, 박현우, Wenny Franciska S, Aria Ghora P, Feri Setiawan, Frans Prathama, Bernardo Nugroho Yahya, and Seok-Lyong Lee
    대한산업공학회 추계학술대회 (2019, South Korea)
    PDF
  4. Multimodal Human Activity Recognition using Multi-label Learning Approach
    Wenny Franciska S, Feri Setiawan, Aria Ghora P, Frans Prathama, 박현우, 차형주, Bernardo NY, and Seok-Lyong Lee
    Summer Conference of Society for Compututational Design and Engineering (2019, South Korea)
    (Poster Session) PDF

Patents

  1. 자산 데이터를 보강하기 위한 시스템 및 방법 (SYSTEM AND METHOD FOR ENRICHING ASSET DATA)
    이상화; 원석래; 수트리스노와티,리스카아스리아나; 풀샤시,아이큐레비세이; 프라타마,프란스; 김운재
    Granted Patent (10-2667108-0000), South Korea (KR) Patent, 2024
  2. 보안 데이터를 보호하는 게이트웨이 시스템 및 방법
    이상화; 원석래; 수트리스노와티,리스카아스리아나; 풀샤시,아이큐레비세이; 프라타마,프란스; 김운재
    Granted Patent (10-2713293-0000), South Korea (KR) Patent, 2024
  3. 다중 관점 이벤트 로그를 생성하는 시스템 및 방법 (SYSTEM AND METHOD FOR GENERATING MULTI-PERSPECTIVE EVENT LOGS)
    이상화; 원석래; 수트리스노와티,리스카아스리아나; 풀샤시,아이큐레비세이; 프라타마,프란스; 김운재
    Granted Patent (10-2655198-0000), South Korea (KR) Patent, 2024
  4. 공통 자산 관리 쉘 템플릿을 생성하는 장치 및 방법
    이상화; 원석래; 수트리스노와티,리스카아스리아나; 풀샤시,아이큐레비세이; 프라타마,프란스; 김운재
    Granted Patent (10-2714552-0000), South Korea (KR) Patent, 2024

Activities

  1. Daewoong Foundation, South Korea
    AI and Big Data Global Scholarship Program (2021.01 - 2021.03)
    Research Development Team - Recommender System Team

References