In recent years, black bears (Ursus thibetanus japonicus) encounter humans in rural and suburban areas of Japan leading to the deaths and injuries of people living near mountainous areas. Unfortunately, this means the suspected bears are exterminated to prevent further casualties. It would be desirable to predict when black bears are more likely to enter human habitats to effectively warn residents to prevent possible encounters.