International Business Machines Corporation

Anil Manohar Omanwar

Gandhi Sivakumar

Sarvesh S Patel

Kushal S Patel

Salil Ahuja

Deepak Sekar

Mukul Pramod Markande

Drew Johnson

Scott Robert Carrier

Joy Mustafi

Lalit Agarwalla

Sujoy Sett

Avinesh Polisetty Venkata Sai

Silpi Dhua

Anand Shantilal Borse

Pradip A Waykos

A computer-implemented method for altering an appearance of an electrochromic coating of a vehicle is provided. The method includes determining that a vehicle is a boundary area of a testing zone based on a determined location of the vehicle. The method also includes changing a base appearance of the electrochromic coating of the vehicle to an altered appearance based on the determination that the vehicle is in the boundary area.

Method for age portraying and painting in electrochromic automobile sheet

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 computer-implemented method for altering an appearance of an electrochromic coating of a vehicle is provided. The method includes obtaining vehicle information related to at least one vehicle attribute. The method also includes applying weightage factors to the at least one vehicle attribute. The method also includes determining that a vehicle is a boundary area of a testing zone based on a determined location of the vehicle. The method also includes changing a base appearance of the electrochromic coating of the vehicle to an altered appearance based on the determination that the vehicle is in the boundary area and based on the weightage factors of the vehicle components.

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

A processor may identify that a user is interacting with a device, where the interacting is identified from the user touching the device. The processor may receive tactile data associated with the user from one or more tactile sensors. The processor may extract, utilizing an AI model, one or more features of the tactile data. The processor may classify, utilizing the AI model, the tactile data as having a tactile data characteristic. The processor may output the classification to an interaction management module.

Tactile user interactions for personalized interactions

A method, system, and computer program product for identifying intra sentence vague components includes: receiving a first sentence, assigning tokens to each component of the first sentence, comparing a total number of tokens of the first sentence to a threshold number of tokens, in response to determining that the total number of tokens is less than the threshold number of tokens, identifying one or more relevant complete sentences from a database, determining a best sentence from the one or more relevant complete sentences, and determining a vague component of the first sentence by comparing the best sentence to the first sentence.

Identifying intra sentence vague components

The present invention provides a computer implemented method, a system, and a computer program product of identifying and analyzing the impact of an event associated with an entity on relationships of the entity. In an exemplary embodiment, the present invention includes storing data that identifies relationships with entities associated with the entity, based on data about the entity and data about the entities from at least one online website, storing data that identifies entity relationships, among the entity relationships identified in an entity relationship data structure, that are determined by the computer system to be affected by events associated with event categories, receiving data about events related to the entity, and outputting data related to a recommendation for a second entity among the entities associated with the entity, wherein the second entity corresponds to a most affected relationship, based on data associated with the second entity.

Identifying and analyzing impact of an event on relationships

A method, computer system, and a computer program product for analyzing a crowd using a plurality of images captured by an aerial drone is provided. The present invention may include determining a geographic area associated with the crowd. The present invention may also include partitioning the determined geographic area into a plurality of zones. The present invention may then include determining a flight path covering each zone within the plurality of zones. The present invention may further include receiving the plurality of images from the aerial drone. The present invention may also include analyzing the received plurality of images to identify a plurality of individuals associated with the crowd. The present invention may then include predicting a plurality of crowd characteristics based on the analyzed plurality of images. The present invention may further include performing an action in response to the predicted plurality of crowd characteristics.

Crowd detection, analysis, and categorization

Machine logic that automatically detects natural language processing (NLP) system annotation errors and correspondingly updates NLP annotators to prevent future erroneous annotations by performing the following steps: (i) determining that a first annotation error has occurred in an annotation of a corpus by the natural language processing system; (ii) generating a candidate set of annotation correction actions, where each annotation correction action of the set is adapted to prevent an occurrence of an error similar to the first annotation error by the natural language processing system; (iii) selecting an annotation correction action from the candidate set of annotation correction actions, based, at least in part, on a set of annotation correction confidence characteristics; and (iv) automatically applying the selected annotation correction action to the natural language processing system.

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Pune, India

Anil Manohar Omanwar