Mitsui O.S.K. Lines, Ltd. (MOL) announced that the company has concluded a technology consulting agreement with Professor Tomoharu Nagao (Note 1) of the Yokohama National University Graduate School of Environment and Information Sciences, who is the creator of the next-generation AI advanced machine learning (Note 2) and the percolative learning method (Note 3).
The MOL Group has worked with Professor Nagao since 2016(Note 4) to forecast the dry bulk market by analyzing data related to economic issues and maritime affairs. It will continue to promote the use and application of ICT-based trends in advanced digitalization by concluding this technology consulting agreement and holding regular advisory meetings and internal review meetings.
MOL aims to become a “corporate group of competitive No.1 businesses,” under the “Vision for the MOL Group 10 years from now” set out in the “Rolling Plan 2018” management plan by enhancing its services through the use and application of ICT.
Tomoharu Nagao is a leading authority on advanced machine learning and has pioneered many unique advanced calculation models by applying advanced calculation methods to image processing and recognition, nerve circuit networks, time-series forecast, and so on. He is current position since 2001 after serving as an assistant professor in the Graduate school of Tokyo Institute of Technology. His work focuses on industry-academia cooperation, drawing upon his strong track record of joint studies with many companies. He also serves as CTO of a venture of the university.
Advanced machine learning is said to be the next stage of artificial intelligence (AI) after deep learning which realizes an autonomous solution of problems.
The percolative learning method is a model that “percolates” future information available only during learning into information, which can be used even for practical use. It is expected to allow much higher accuracy in forecasting future changes. (Yokohama National University: Nagao Lab: Patent Number 2017-153613)
Please refer to the press release on August 30, 2016:
MOL Group, Yokohama National University to Launch Joint Study on Practical Use of Big Data for Ocean Shipping – Aiming to Apply AI to Improve Ocean Shipping Market Forecast –
Press Release: mol.co.jp