Siyong Ma

Title: Siyong Ma and Recommendation Search Innovation.

Introduction

Siyong Ma is an inventor based in Brookline, Massachusetts, whose patent work addresses how search interfaces can present relevant suggestions to users. He is associated with Apple Inc.

Latest Patents

Ma is named on one patent, “Two-layer bandit optimization for recommendations.” The invention describes a search interface with a query input component and a suggested-results section. The section presents potential results based on the likelihood that users will select each item, together with search-session history reflecting selections made from earlier suggested-results regions.

Career Highlights

Ma’s documented patent contribution focuses on recommendation optimization in search. The approach combines predicted selection likelihood with historical user choices to inform which results appear as suggestions.

Collaborations

The provided information lists Puja Das and Debankur Naskar as Ma’s coworkers. Their names are associated with his professional context, though no specific joint patent work is identified here.

Conclusion

Siyong Ma’s patent highlights an approach to search recommendations that uses both predicted user interest and prior selection history to shape suggested results.