Under research · Survey-based architecture

An MCP-Driven Multi-Agent Enterprise Marketplace Platform Architecture for Myanmar Secondhand and Local Fashion Merchants

Myanmar’s secondhand and local fashion merchants still operate through Facebook and Viber, without automated order tools, AI discovery, or trust verification. This paper presents a survey-based requirements analysis of 15 merchants and proposes an MCP-driven multi-agent marketplace architecture — five tool servers across analytics, orders, recommendations, chat, and listing — with a trust layer grounded in signaling theory.

Nei Rin Zara Lwin, Kyaw Kyaw Oo, Si Thu Aung

Manuscript in progress

Peer-reviewed article · Dec 2025

Dynamic Functional Connectivity Patterns in Resting-State EEG for Classifying Learning Strategies

This paper investigates whether dynamic functional connectivity in resting-state EEG can classify learning strategies. Using Phase Lag Index features from 21 participants and sliding-window analysis, K-Nearest Neighbors and Random Forest models separated control, active, and passive strategies with accuracies above 80% and 70%.

Si Thu Aung, Khin Muyar Kyaw, Kyaw Kyaw Oo, Aung Cho Oo, Kyawt Kyawt Zin, Nei Rin Zara Lwin, Thura Tun