Rubato Co., Ltd. and Yamazaki Laboratory, Graduate School of Information Science and Technology, The University of Tokyo start joint research on presentation slides

Rubato Corporation Rubato Co., Ltd. and Yamazaki Laboratory, Graduate School of Information Science and Technology, The University of Tokyo start joint research on presentation slides Using Machine Learning Technology Including Deep Learning ………………………………………………………………………………………… Rubato Co., Ltd. (Head office: Chiyoda-ku, Tokyo, Representative director: Junichiro Matsugami, following Rubert) offering consulting skills for corporate use and business skills training for corporate and individuals Graduate School of Science Toshihiko Yamazaki’s laboratory (hereinafter referred to as Yamazaki laboratory) has started joint research aimed at improving presentation slide creation skills from April 2019. The Yamazaki laboratory has already analyzed more than 1,600 presentation data, and browsed from the feature amounts at three points: “content”, “grammar (selection of words to be used, etc.),” ​​”speech (speech, tempo, etc.)” Examines the degree of understanding and impressions of people with disabilities. In this joint research, more than 1,000 presentation slides created by the students of the material preparation course taught by Rubert so far and presentation slides corrected by the lecturer are used as data for deep learning, and evaluation of the presentation slides To develop artificial intelligence that makes it possible. ※ For this study, Rubert obtained permission from the students to use the presentation slides.
◆ Outline of research The “Strategic Presentation Materials Preparation Course” operated by Rubert has been held a total of 55 times since its opening in 2012 (as of March 2019). The number of participants in this course is more than 1,000, and we have extensive data on slides created by the participants and slides corrected by the instructor. The data accumulated so far by Rubert is shared with the Yamazaki laboratory, and the impression of the slide is evaluated by machine learning. In the future, we aim to build a system that can provide feedback on the points of improvement.
◆ Mr. Toshihiko Yamazaki Associate Professor, Graduate School of Information Science and Technology, The University of Tokyo Graduated from the University of Tokyo, Faculty of Engineering in 1999. In 2004, he completed a doctoral program in the Department of Electronic Engineering, Graduate School of Engineering at the same university. Currently, he is an associate professor in the Department of Electronic Information Science, Graduate School of Information Science and Technology, Graduate School of the University. On the way, he stayed at Cornell University as a Foreign Research Fellow of Japan Society for the Promotion of Science from February 2011 to February 2013. Research on attraction engineering by multimedia processing using huge numbers of images, videos, sounds, texts, etc. submitted to SNS etc. Basic research on pattern recognition and machine learning such as object recognition and action recognition, new calculation method Engaged in the development of new areas such as research on speeding up and optimization.
◆ “Strategic presentation materials preparation course” Formerly foreign-affiliated strategy consultant, Rubert representative Junichiro Matsugami, a lecturer focused on teaching materials. Train document and communication skills to create “one-man walking materials that move people”. Document communication is a method of transmitting a plan or a proposal to a material without using verbal explanations. In the material preparation course, not only the usage of PowerPoint, but the logical thinking, communication, and the structure to communicate are trained the basic power of the comprehensive work.
◆ About Us We want to contribute to “change the organization” and “change people” for “people live better” and also “consulting services for corporations and business skills training for corporations / individuals” Provide service. Location: 4-7F, Shoei Building, 1-7-3 Kudan Kita, Chiyoda-ku, Tokyo 102-0073 Representative: Representative director Junichiro Matsukami Date of establishment: August 10, 2010 Description of business: Providing human resources training and consulting services URL:
◆ Reference about this matter Rubato Co., Ltd. In charge: Kojima / Watanabe E-mail:

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