This invention relates to the field of educational
resource management technology and discloses an
information management method based on an academic affairs
management system, including: collecting atomic logs to generate an academic affairs
event sequence; comparing frequency distributions to calculate state deviation values; constructing a resource association logic graph and determining business pressure characteristics; calculating the conflict
intensity coefficient of each node to identify
bottleneck nodes; determining resource constraint release paths and updating node topology relationships based on logical dependency boundaries. This invention effectively avoids the risk of
local congestion in static threshold judgment by establishing a mapping mechanism between business load and topology conflict, improves the allocation accuracy of teaching resources in a high-
concurrency environment, and achieves stable self-healing of the
business architecture by using closed-loop monitoring logic.