To start off, I'm really confused between the association relationship between classes in UML, as there is unidirectional and bidirectional association.
I've drawn up a simple example, which is:
But I've looked up some examples online and i found out that most examples used the unidirectional association between the Patient class and the Doctor class.
When i interpret the diagram, i would interpret it as so where "the patient class knows about the doctor class but the doctor class does not know about the patient class." But it still didn't make much sense as in why would a doctor class not know about the patient class?
Could anyone please explain to me in a more detailed manner? It would be much appreciated.

Interpretation of your diagram
Your diagram says that:
Doctorcan have severalPatients, but has at least one (multiplicity1..n)Patientcan have severalDoctors, and can have none (multiplicity0..n)Doctorattends toaPatientPatientobject can find the associatedDoctorobjects (navigability arrow at the end of the association)Doctorcan find his/herPatients (absence of any navigability indication on the other end of the association). So we don't knowPotential problems in your diagram
First, there is an obvious confusion about where to place the multiplicity, because a newly appointed doctor may have no patient when he/she opens his/her practice. Conversely, a patient without any doctor is not a patient but a healthy person. So keep in mind that the multiplicity is next to the target: so
1..nis about the number ofPatientsfor aDoctorand not the contrary.Then the triangle near the label "attends to" indicates the sense of reading. Here it is
Doctorattends toPatient.But in general, it's patient who attend to doctors. So the triangle should be on the other side and symetric to the one you have drawn.(sorry this last point was ok, I can still improve my english ;-)The question of navigability
Now to the navigability. The diagram makes explicit that a
Patientknows and can find the associatedDoctors. In a hospital registration system, it makes sense when a patient arrives and doesn't remember the name of the doctor to lookup for the potential doctors.But your diagram says nothing about the opposite navigability. This is left "unspecified". The diagram could clarify the situation either by indicating a cross on the link (i.e. no navigability), or an arrow (navigability).
Maybe there is a reverse navigability but it's not explicit (because the drawer assumed that it was so obvious). Maybe there is indeed no navigability in that direction. So the
Doctordoesn't know itsPatients. This could make sense for example if the hospital registration system consider that the Patient is the Patient of the hospital and the interaction has always to go via the administration. TheDoctormay in such case have a navigable association to anAppointmentthat has a navigable association to thePatientor other kind of indirect navigability.