The invention relates to the technical field of vaccine monitoring, in particular to a vaccine adverse reaction real-time tracking method and
system.The method comprises the following steps that monitoring records are obtained, character sets are constructed, effective description is screened, time periods are divided, symptom keywords are extracted, a
distribution matrix is formed, category difference values are calculated, abnormal time periods are marked, and high-frequency symptoms are screened to generate a
list. And matching the newly added records to generate a tracking
path diagram. According to the method, description uniqueness is enhanced through character combination screening, symptom
record effectiveness is improved, a high-representativeness analysis basis is established, time division is refined into a short period, precise mapping of symptom evolution trends is achieved, the sudden
state recognition capability is enhanced through a category difference comparison mechanism, and fluctuation capture sensitivity is improved. A
frequency ratio extraction mode focuses on high
reproduction characteristics, highlights the center of gravity of information, and a dynamic matching mechanism realizes newly-added description
reproduction monitoring, constructs a symptom event continuous track, strengthens
time sequence extension and trend pre-judgment ability, and enhances abnormal and bad
inoculation reaction identification precision and response efficiency.