The Hitotsubashi University SDS team, including Professor Chihiro Shimizu, Specially Appointed Associate Professor Masatomo Suzuki, and Specially Appointed Assistant Professor Satohito Nishi of the Social Data Science Education and Research Promotion Center of Hitotsubashi University, and Toggle Holdings Co., Ltd. have launched the "Land Use Optimization Project". launched.
The "Land Use Optimization Project" aims to create a fair real estate market, and the first theme is to improve the accuracy of predicting the appropriate price of a single-building condominium (a condominium that is traded in units of one building).Toggle Holdings believes that optimizing land use is important for creating a fair real estate market, and decided to cooperate with the project.
In the project, students will implement a machine learning model that predicts the fair price of a single-family apartment.The Hitotsubashi University SDS team provides technical support, such as algorithm implementation methods and statistical knowledge guidance, while Toggle Holdings provides business support, such as feature value design, reading data for learning, and providing information and comments from a practitioner's point of view. support from. A progress report meeting will be held in early November. In late December 11, we plan to announce the prediction accuracy of the implemented model and hold a competition.
