Context Word: fishing. 
Question: PersonX is new to fishing and wants to learn how to catch a perch so he asks PersonY for an advice, because _ is a beginner. 
Answer: PersonX
PersonX is new to fishing and wants to learn how to catch a perch so he asks PersonY for an advice, because _ is experienced.