INFERENCE OF ANOMALOUS BEHAVIOR OF MEMBERS OF COHORTS AND ASSOCIATE ACTORS RELATED TO THE ANOMALOUS BEHAVIOR
Patent №
US 7,805,391
Granted
2010-09-28
Filed 2008
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
4
nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
12130543
Inferring a probability of a first inference absent from a database at which a query regarding the inference is received. The first inference relates to identifying anomalous behavior of cohorts members, which identification can be used to identify crimes that are particularly difficult to detect, such as identity theft. Each datum of the database is conformed to the dimensions of the database. Each datum of the plurality of data has associated metadata and an associated key. The associated metadata includes data regarding cohorts associated with the corresponding datum, data regarding hierarchies associated with the corresponding datum, data regarding a corresponding source of the datum, and data regarding probabilities associated with integrity, reliability, and importance of each associated datum. The query is used as a frame of reference for the search. The database returns a probability of the correctness of the first inference based on the query and on the data.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 213340938
Assignors
FRIEDLANDER, ROBERT R., KRAEMER, JAMES R.
On an employer assignment, the assignors are typically the inventors.