The term ONE-ON-ONE LEARNER refers to a TUTEE, which is someone who receives one-on-one instruction from a tutor. This type of learning is beneficial for those who need more individualized attention and guidance in order to understand a subject or concept. It is also beneficial for those who may have difficulty learning in a traditional classroom setting. The tutor can provide personalized instruction and feedback that can help the student learn more effectively.