you are likely to find Vendor in/at/on Conference. you are likely to find People in/at/on Conference. 
Deal is related to Action. Action is related to Keep. Keep is a type of Stay. 
Vendor --AtLocation--> Conference <--AtLocation-- People 
Deal <--RelatedTo--> Action <--RelatedTo--> Keep --IsA--> Stay 