International Business Machines Corporation

Peter Alan Coldicott

Eoin Lane

Mei Yang Selvage

Edward Emile Kelley

Kerrie Lamont Holley

Raman Harishankar

Magda Mahmoud Mourad

George M Galambos

Florian Pinel

Russell Patrick Bobbitt

John Edward Boyer

Harry Thomas Pendergrass

Brendan J McCormick

Michael Muller

Thomas T Hanis

Eduardo T Kahan

Raymond Walter Ellis

Franciscus Jacobus Van Ham

Xiao Tao

Yun Zhai

Guenter Anton Sauter

Frank Yeh, Jr

Olaf W Zimmermann

Richard A Hopkins

Anthony L Carrato

Velayoudame P Mouttoucomarasamy

Celso Gonzalez

Majeed M Arni

Brad N Jones

Ian J Scott

Anthony J Young-Garder

Aspects of this disclosure relate to a system that uses images of a load handled by a crane as captured by cameras to monitor the load. The images may include different sets of outer perimeters of the load. The system may identify the outer perimeters and then define a safety zone that extends beyond these outer perimeters. In response to identifying an object within the safety zone, the system may execute a remedial action.

Camera-assisted crane safety

Selectively redacting an image by determining a set of attributes used by a machine learning model for an analysis, receiving image data detecting, by the one or more computer processors, a portion of the image data relevant to the analysis, the portion comprising at least some of the set of attributes, generating a synthetic portion from the portion, wherein the synthetic portion retains at least some of the attributes of the detected portion, replacing the portion with the synthetic portion, yielding redacted image data, and providing the redacted image data for analysis.

Selective redaction of images

In an approach for efficient data processing in a mesh network of computing devices, a processor receives data to be processed in the mesh network. A processor distributes a set of computational units to a set of computing devices in the mesh network. A processor creates a computational plan to construct a computational pipeline of the set of computational units. The computational plan considers cost and performance trade-offs by considering limitation of hardware resources, processing speed, accuracy and application requirements. A processor executes the computational plan by sending data to assigned computational units.

Efficient data processing in a mesh network of computing devices

Using a distance sensor, a set of distances to a target object is measured, a distance in the set being measured at a time. From the set of distances and corresponding times, a trajectory of the target object is predicted. Based on receiving a signal identifying a friendly device, a correlation of the trajectory with a trajectory of the friendly device is determined. Responsive to the trajectory being predicted to intercept a defined volume around the distance sensor and responsive to the correlation being above a threshold degree of correlation, the target object is classified as a threat. Responsive to the trajectory being predicted to intercept a defined volume around the distance sensor and responsive to the correlation being below a threshold degree of correlation, a threat level corresponding to the target object is identified based on the trajectory of the target object and trajectory of the friendly device.

Trajectory based threat alerting with friendly device augmentation

Embodiments of the present invention provide an approach for goal-based user matching among social networking environments. In a typical embodiment, a querying user is asked to respond to a series of questions related to goals, criteria, and criteria priorities (and, optionally, a desired 'degree' of separation among other users). The querying user will submit his/her responses, which are then parsed and prioritized accordingly. Based on the responses, social networking sites are then searched to identify a set (e.g., at least one) of candidate users that are potential collaboration partners with the querying user. This set of candidate users may be arranged in a list and sorted according to a best match to the querying user's responses. The list can then be provided to the querying user. In addition, invites can be sent to the set of candidate users to invite such users to connect/collaborate with the querying user.

Goal-oriented user matching among social networking environments

A standard based mapping of industry vertical models to legacy environments to suggest points of enterprise application integration. A representation of a first domain comprising industry model instance data is generated in a standard-based format from an enterprise industry model. A representation in the standard-based format of a second domain comprising legacy data is generated from the legacy environment. A set of inference rules is applied against the representation of enterprise industry model instance data and the representation of legacy data. One or more candidate legacy assets in the representation of legacy data capable of implementing an aspect of the enterprise industry model are identified. The identified one or candidate legacy assets for implementing the aspect of the enterprise industry model are then recommended to a user.

Standard based mapping of industry vertical model to legacy environments

Determining an impact of an event identified in a first topic map meta-model will have on at least one asset identified in a second topic map meta-model representative of weight. A third topic map meta-model is created which maps at least one asset from the second topic map meta-model to an event from the first topic map meta-model and is comprised of: a topic map representation of assets of the second topic map meta-model and events of the first topic map meta-model, a topic map based index with instance ontology of the first and second topic map meta-models, identification of at least one association between an event identified in the first topic map meta-model and at least one asset identified in the second topic map meta-model; and weight assigned to the at least one association.

Semantic mapping of topic map meta-models identifying assets and events to include weights

A method, computer program product and computer system for predicting that an event identified in an event topic map meta-model will have an effect on at least one asset identified in an asset topic map meta-model. In an exemplary embodiment, a computer receives a query input from a user. The computer obtains an input of an event from the query input. The computer identifies at least one asset mapped to the event in an asset to event topic map meta-model that maps assets in the asset topic map meta-model to events in the event topic map meta-model. In identifying the at least one asset, the computer determines that the at least one asset has greater than a threshold probability of being affected by the event.

Predicting an effect of events on assets

Implementation of a meta-model service of a service oriented architecture industry model repository into a web ontology language representation of at least one topic map meta-model into a plurality of temporal scope topic map meta-models representing states of the at least one topic map meta-model at different times. The implementation includes assigning topics, occurrences, and attributes from the meta-model service to the at least one topic map meta-model. The topics, occurrences, and attributes are assigned from the at least one topic map meta-model to plurality of temporal scope topic map meta-models. The topics, occurrences, and attributes from the plurality of temporal scope topic map meta-models are converted into resource description framework triples; and the resource description framework triples are persisted into the resource description framework repository.

Temporal scope translation of meta-models using semantic web technologies

A method of managing and maintaining scope in a of service oriented architecture industry model repository comprising defining boundaries and definitions of scope and scope propagation of topics, associations, and occurrences within the SOA IMR; managing boundaries and definitions of scope and scope propagation within the SOA IMR; and maintaining boundaries and definitions of scope and scope propagation within the SOA IMR.

Managing and maintaining scope in a service oriented architecture industry model repository

A method of searching a service oriented architecture industry model repository comprising a meta model service associated with a physical asset repository, the meta model service comprising: at least one topic map meta model with data specific to a particular topic or industry vertical included within an information model repository common meta-meta model, the information model repository common meta-meta model included within a meta-meta-meta model with a topic map based index. The method comprises: a computer receiving entry of a search term for the service oriented architecture industry model repository; the computer searching the service oriented architecture industry model repository for the search term; and displaying results of the searching of the service oriented architecture industry model repository as a topic map comprising data representing meta model service through a graphical interface.

Service oriented architecture industry model repository meta-model component with a standard based index

In one illustrative embodiment, a computer-implemented method for identifying program components, generates, by a processor unit, associations between the program components stored in a computer usable storage medium to create a first set of relationships, and assigns, by the processor unit, a probability to each relationship in the first set of relationships to create a second set of relationships, wherein the probability indicates a strength of the associations between the program components.

Determining context specific content

Managing diagram elements in a drawing becomes more challenging as the number of diagram elements increases. Placing a new diagram element in a drawing often requires manual movement of one or more other diagram elements within the drawing. Functionality can be implemented within a drawing application to automatically manage diagram elements in a drawing by applying layouts to sets of diagram elements. A drawing tool can associate a set of diagram elements and assigns them a exclusive area or region in the drawing space. Since a layout occupies an exclusive area, the drawing tool can manage the drawing space by automatically moving elements within a first layout when overlap with a second layout is detected. Managing drawing spaces with layouts reduces time spent adjusting diagram elements as a result of applying operations to other elements.

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Jonestown, TX, United States of America

Peter Alan Coldicott