International Business Machines Corporation

Deepak Sekar

Anil Manohar Omanwar

Salil Ahuja

Drew Johnson

Gandhi Sivakumar

Amol Ashok Dhondse

Anand Pikle

Michael Edward Alexander

William J Shondelmyer

A system, method, and computer program product are disclosed. The method includes receiving a first text unit, extracting features from the first text unit, receiving a second text unit, extracting features from the second text unit, receiving a portion comprising the first text unit and the second text unit, and aggregating the features extracted from the first text unit and the features extracted from the second text unit. The method also includes generating a set of scores for the first text unit, the second text unit, and the portion, and based on the set of scores, selecting at least one ground truth candidate from the first text unit, the second text unit, and the portion. Additionally, the method includes determining that the at least one ground truth candidate includes at least one confirmed ground truth, and adding the at least one confirmed ground truth to a ground truth repository.

Automatic ground truth selection

A multidimensional system for generating a multimedia search engine is provided. A computer device identifies a plurality of independently separable aspects of a multimedia file. The computing device provides at least one independently separable aspect of the plurality of independently separable aspects as input into an object detection model. The computing device receives, from the object detection model, an identification of at least one object and a corresponding level of confidence that the object is present in the multimedia file. The computing device classifies the object as either confident or not confident, based on whether the level of confidence meets a threshold level of confidence. The computing device generates a multimedia search engine based, at least in part, on the object and the classification.

System for object identification

An approach is provided in which an information handling system detects a traffic infraction of a driver driving a vehicle. In turn, the information handling system forms an infraction detection zone that includes a set of traffic control devices, and sends a set of configuration parameters to the set of traffic control devices. The information handling system then uses vehicle identification data in the set of configuration parameters to identify driving behaviors of the driver through the infraction detection zone and issues a citation based upon the identified driving behaviors.

Behavioral based traffic infraction detection and analysis system

In an approach for delivering customized messages, a computer receives a request to initiate a communication, wherein the request includes a caller and at least one recipient. The computer determines an identifier associated with the caller and an identifier associated with the at least one recipient from the received request. The computer identifies the caller and the at least one recipient based on the corresponding determined identifiers. The computer retrieves data associated with the identified caller and the identified at least one recipient, wherein the data includes personal information, Internet browsing trends, and listening preferences. The computer determines customized messages for the identified caller and the identified at least one recipient based on the retrieved data associated with the identified caller and the at least one recipient. The computer delivers the determined customized messages to one or more of the identified caller and the identified at least one recipient.

Growing community of inventors

Chennai, India

Deepak Sekar