Arafat's contribution was I am bombing you until he stopped. No Nobel committee would give that the peace prize either.
If the committee can look past a history of actual bombings when a potential peace agreement for a decades old conflict is reached then looking past threats of bombings for a peace agreement to a decades old conflict should be possible.