International Business Machines Corporation

Groop Internet Platform, Inc.

Bonnie Kathryn Ray

Padmanabhan Santhanam

Lea A Deleris

Eric W Cope

Kathryn Allyn Bassin

Kevin Patrick McAuliffe

Brenda Lynn Dietrich

Shubir Kapoor

Chidanand V Apte

Chatschik Bisdikian

Ting He

Michael S Karasick

Tamir Klinger

Jochen M Kuester

Jana Koehler

Wanli Min

Mary Elizabeth Helander

Liang Ma

Robert Delmonico

Dominik Etzweiler

Jianying Hu

Steven I Ross

Aleksandra Mojsilovic

Ta-Hsin Li

Dharmashankar Subramanian

Clay Edwin Williams

Naoki Abe

Shilpa N Mahatma

Heng Cao

Xin Guo

Theresa C Kratschmer

Aurelie C Lozano

Nathaniel Mills

Ban Kawas

Jesus M Rios Aliaga

Jing Fu

Floyd S Kelly

Gil Margolin

Richard C Henderson

Andrew Zitek

Mark A Eaton

Meng-Chen Hsieh

Craig F Schreiber

Valerie C Wiggins

Paul Price

Josephine Schweiloch

Michael G Gemmell

Niels Bantilan

David M Loehr

Geoff Gelman

Triggering a prioritized alert and provisioning an action may include receiving historical data associated with a set of projects, the historical data spanning multiple consecutive time periods. A hierarchical data structure is generated that includes occurrences of performance factors in the historical data. Based on the hierarchical data structure, Bayesian scores associated with the performance factors are derived, the Bayesian scores representing likelihood of the performance factors occurring in a given project. The performance factors are ranked based on the Bayesian scores. Based on ranking, an alert and an action may be automatically triggered.

Microcontroller for triggering prioritized alerts and provisioned actions

Aspects include a computer-implemented method comprising tracking of one or more actions (e.g., patient actions) carried out on a web-based computing platform that enables text, audio, video and/or any other communication between providers and their clients, and aggregating indicators of at least one of these actions into a score calculated at one or more measurement intervals. Calculated scores may be compared to one or more reference scores. An action may be triggered based on a calculated score and/or based on the relative values of a calculated score and a reference score.

System and method for monitoring engagement

A computing system initializes a first frontier to be a root of a multi-dimensional hierarchical data structure representing an entity. The system acquires first data corresponding to the first frontier. The system performs modeling on the first data to obtain a first model and a corresponding first statistic. The system expands a dimension of the first frontier. The system gathers second data corresponding to the expanded frontier. The system applies the data modeling on the second data to obtain a second model and a corresponding second statistic. The system compares the first statistic of the first model and the second statistic of the second model. The system sets the second model to be the first model in response to determining that the second model statistic is better than the first model statistic. The system outputs the first model.

Casual modeling of multi-dimensional hierarchical metric cubes

A method and computer program product for extending a business process model. The method includes specifying first elements representing performance measures and objectives of a business process which may be compromised by risk events; specifying second elements representing contextual information describing circumstances which may be relevant to a failure mode of the process, said contextual information comprising a type and state of: resources to support the process, of jobs and artifacts that undergo the process; and, a type and state of environmental factors; specifying third elements representing errors which may occur during process execution; specifying fourth elements representing causal relationships among risk events related to the resources, activities, and said environmental factors that may influence process execution; and providing a set of metamodel extensions to a standard process modeling language that incorporate said specified first second third and fourth elements directly in the business process model.

Method for creating and expressing risk-extended business process models

A governing modeling system maintains information associated with an analytic model. One or more policies may be defined that are associated with the analytic model and one or more instances of the analytic model. The system may monitor the analytic model and the one or more instances of the analytic model based on at least some of the information, the one or more policies associated with the analytic model and the one or more policies associated with the one or more instances of the analytic model.

Analytic model lifecycle maintenance and invalidation policies

A method, computer storage medium, computer system of performing monitor deployment under budget constraints includes obtaining a network topology and a deployment budget, decomposing the network topology into a plurality of components having a predetermined property, computing a benefit and a cost for identifying each of the components, selecting at least one targeted component based on a ratio of the benefit to the cost for identifying each of the components, and deploying monitors to identify links in the at least one targeted component within a remaining portion of the deployment budget.

Bounded-budget monitor deployment in monitoring networks via end-to-end probes

A system, method and computer program product for facilitating collaborative decision making may be provided. The system receives data representing individual postings of users associated with a deliberation to make a decision. The system further receives ratings associated with the individual postings in order to make the decision. The system represents the received data in a hierarchical data structure. The system aggregates, through the hierarchical data structure, the ratings associated with the individual postings to obtain strength values. The system facilitates the making of the decision based on the aggregated strength values.

Collective evaluation of alternatives in a collaborative decision making environment

A method (and corresponding computer readable storage medium) of selective monitor deployment under budget constraints, wherein the mechanism includes iterating through each layer of an overlay network multiple times and wherein monitor deployment in a lower layer results in recommending adjustments of monitor deployment in an upper layer so as to reduce the overall deployment cost. Also, a method (and corresponding computer readable storage medium) of selective monitor deployment under budget constraints, wherein a deployment budget is a residual budget after deployment at higher layers of an overlay network.

A method and computer program product for integrating risk management concepts into a standard business process metamodel by defining a set of metamodel extensions to standard process modeling languages that incorporate risk information directly in the process model. The method includes collecting risk-relevant information for addition to a business process model, and enabling visualizing of a risk-extended business process model. using a notation to express notions as failure modes of resources, root cause events, and sources of execution failure and low job output quality directly in the context of process models. Additionally, the method enables the computation of risk-related impacts on the distribution of process performance measures using a Bayesian network model or a discrete-event simulation model.

System and method for creating and expressing risk-extended business process models

A method and system for quantifying risk by composing a heterogeneous risk model are provided. The method comprises providing risk input data associated with one or more risk nodes to a processor, running one or more risk models to output individual risk quantifications for each risk node, and aggregating the individual risk quantifications into a single output. The system comprises a processor operable to provide risk input data associated with one or more risk nodes to a processor, run one or more risk models to output individual risk quantifications for each risk node and aggregate the individual risk quantifications into a single output.

Method and system enabling dynamic composition of heterogenous risk models

The present invention provides a method and apparatus for analyzing usage of printers. A method in accordance with an embodiment includes: obtaining from at least one printer information about a plurality of print tasks performed by each printer, wherein the information about print tasks at least contains information of print requesters, print document attributes, and print time of each of the print tasks; and transforming the information about print tasks into an organizational representation based on information of organizational structure containing the print requesters. In the present invention, entities having a costly pattern are identified by mining historical usage data of the printers, thus driving the redesign of business process associated with the entities, performing print policies optimization on each entity associated with the printers based on the mined historical usage data, thereby reducing unnecessary paper consumption.

Method and apparatus for analyzing usage of printers

The present invention provides a method for analyzing usage of printers. A method in accordance with an embodiment includes: obtaining from at least one printer information about a plurality of print tasks performed by each printer, wherein the information about print tasks at least contains information of print requesters, print document attributes, and print time of each of the print tasks; and transforming the information about print tasks into an organizational representation based on information of organizational structure containing the print requesters. In the present invention, entities having a costly pattern are identified by mining historical usage data of the printers, thus driving the redesign of business process associated with the entities, performing print policies optimization on each entity associated with the printers based on the mined historical usage data, thereby reducing unnecessary paper consumption.

Method for analyzing usage of printers

A method and system for collaboratively managing risk is presented. In one embodiment the method comprises analyzing a node in a risk network when an output of said node violates a control limit, identifying a cause of said violation of said control limit, creating a mitigation action in response to said node violating said control limit, performing said mitigation action, said mitigation action having an influence on said output of said node, and measuring said output of said node to determine effectiveness of said mitigation action on said node, wherein a program using a processor unit executes one or more of said analyzing, identifying, creating, performing and measuring steps.

System and method for collaborative management of enterprise risk

Systems and methods are provided to produce natural language interpretations of analytic operations in an automated manner, by associating with each analytic procedure a set of parameters that determine the interpretation of the resulting analysis.

Systems and methods for automated interpretation of analytic procedures

A method, framework, and system for providing formalized Information Technology (IT) business decision making, which includes determining a relationship between at least one Information Technology (IT) environmental element and at least one Information Technology (IT) performance metric, and determining a business value based on the at least one Information Technology (IT) environmental element and the at least one Information Technology (IT) performance metric to optimize an Information Technology (IT) business decision based on at least one predetermined business objective. The at least one predetermined business objective is based on a set of system constraints.

Method and apparatus for formalizing information technology (IT) business decision making

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Nyack, NY, United States of America

Bonnie Kathryn Ray