Patent application number | Description | Published |
20140272885 | LEARNING MODEL FOR DYNAMIC COMPONENT UTILIZATION IN A QUESTION ANSWERING SYSTEM - Mechanisms are provided in a data processing system for utilizing algorithms based on categories in a question answering system. The mechanisms capture a history of performance and correctness metrics for identifying efficiency of respective algorithms for finding answers to questions in respective question categories in a question answering system. The mechanisms determine sets of algorithms to use for respective question categories according to efficiency and correctness analysis. The mechanisms determine a question category of a given input question and execute a set of algorithms corresponding to the question category of the given input question that meet an efficiency threshold to contribute to finding a correct answer for the given input question. | 09-18-2014 |
20140358922 | Routing of Questions to Appropriately Trained Question and Answer System Pipelines Using Clustering - Mechanisms for selecting a pipeline of a question and answer (QA) system to process an input question are provided. An input question is received and analyzed to identify at least one feature of the input question. Clustering of the input question, with one or more previously generated clusters of questions, is performed based on the at least one feature of the input question. Based on results of the clustering, a matching cluster, of the one or more previously generated clusters, is identified with which the input question is associated. A QA system pipeline associated with the matching cluster is identified and the input question is processed using the identified QA system pipeline to generate one or more candidate answers for the input question. Each cluster in the one or more previously generated clusters has an associated QA system pipeline. | 12-04-2014 |
20140358928 | Clustering Based Question Set Generation for Training and Testing of a Question and Answer System - Mechanisms for selecting questions for a cluster of questions to be used with a question and answer (QA) system are provided. An input question is received and analyzed to identify at least one feature of the input question. Clustering of the input question with one or more other questions in a cluster of questions based on the at least one feature of the input question is performed. Based on results of the clustering, a determination is made as to whether to include or reject the input question as part of the cluster of questions. In response to determining to include the input question as part of the cluster of questions, the cluster of questions is updated to include the input question. The updated cluster of questions is stored in a storage device associated with a data processing system. | 12-04-2014 |
20150066814 | Sentiment Analysis of Data Logs - An approach is provided to use natural language processing (NLP) to analyze data logs. In the approach, a data log is analyzed with the data log including a number of entries. The analysis performed includes performance of a sentiment analysis of the entries using natural language processing. The result of the sentiment analysis results is a sentiment score. Entries from the data log are then visually highlighted based on their corresponding sentiment scores. | 03-05-2015 |
20150120621 | Dynamic Load Balancing Based on Question Difficulty - Mechanisms are provided for performing load balancing of question processing in a Question and Answer (QA) system, implemented by the data processing system, having a plurality of QA system pipelines. The mechanisms receive an input question for processing by the QA system and determine a predicted question difficulty of the input question. The mechanisms select a QA system pipeline from the plurality of QA system pipelines based on the predicted question difficulty and route the input question to the selected QA system pipeline for processing. In addition, the mechanisms process the input question with the selected QA system pipeline to generate an answer for the input question. | 04-30-2015 |
20150161230 | Generating an Answer from Multiple Pipelines Using Clustering - Mechanisms for generating an answer to an input question are provided. The mechanisms receive an input question and route the input question to a plurality of Question and Answer (QA) system pipelines. The mechanisms receive results of processing the input question from each QA system pipeline in the plurality of QA system pipelines. The results comprise one or more candidate answers to the input question and associated confidence scores. The mechanisms adjust, for each QA system pipeline, the confidence scores of the one or more candidate answers associated with the QA system pipeline based on one or more weighting factors. In addition, the mechanisms generate the answer to the input question based on the adjusted confidence scores of the one or more candidate answers for each QA system pipeline. | 06-11-2015 |
20150310755 | Evaluating Expert Opinions in a Question and Answer System - An approach is provided for evaluating subject matter experts (SMEs) in a question and answering (QA) system. In the approach, a number of responses are received at the QA system with each of the responses being a response to a common question and each of the responses being received from a SME. One of the responses is selected with the selected response being from one of the SMEs that is being evaluated. The approach evaluates the selected response by comparing the selected response to the responses received from the other SMEs. Based on the evaluation, the approach updates a SME confidence score that corresponds to the selected SME. | 10-29-2015 |
20150317383 | Categorizing Users Based on Similarity of Posed Questions, Answers and Supporting Evidence - Mechanisms are provided for performing an operation based on an identification of similar lines of questioning by input question sources. Question information identifying extracted features of an input question and a first source of the input question is obtained. A clustering operation is performed to cluster the input question with one or more other questions of a cluster based on a similarity of the extracted features of the input question to features of the one or more other questions. An operation is performed based on results of the clustering of the input question with the one or more other questions. | 11-05-2015 |
20160092523 | INFORMATION HANDLING SYSTEM AND COMPUTER PROGRAM PRODUCT FOR DYNAMCALLY ASSIGNING QUESTION PRIORITY BASED ON QUESTION EXTRACTION AND DOMAIN DICTIONARY - An approach is provided dynamically prioritizing question requests based on extracted question data. In the approach, performed by an information handling system, a number of question requests to a question and answering (QA) system are received from a computer network, and a plurality of question priority parameters are identified, including one or more question topics and a plurality question context parameters, by performing natural language processing (NLP) analysis of each question request. The approach determines a target priority value for each question request based on the plurality of question priority parameters identified for said question request. By evaluating the target priority values for the plurality of question requests, processing of the question requests is prioritized, such as by applying an artificial intelligence (AI) learned models and rule-based logic at the information handling system to evaluate the target priority values for the plurality of question requests. | 03-31-2016 |
20160092792 | Method for Dynamically Assigning Question Priority Based on Question Extraction and Domain Dictionary - An approach is provided dynamically prioritizing question requests based on extracted question data. In the approach, performed by an information handling system, a number of question requests to a question and answering (QA) system are received from a computer network, and a plurality of question priority parameters are identified, including one or more question topics and a plurality question context parameters, by performing natural language processing (NLP) analysis of each question request. The approach determines a target priority value for each question request based on the plurality of question priority parameters identified for said question request. By evaluating the target priority values for the plurality of question requests, processing of the question requests is prioritized, such as by applying an artificial intelligence (AI) learned models and rule-based logic at the information handling system to evaluate the target priority values for the plurality of question requests. | 03-31-2016 |
20160098444 | Corpus Management Based on Question Affinity - Mechanisms are provided for managing a corpus of content. A question is processed by a Question Answering (QA) system to generate an answer to the question and a supporting evidence passage. A corpus value metric is calculated for the supporting evidence passage based on a determined number of times the supporting evidence passage is used to generate a high ranking answer to questions submitted to the QA system. A first corpus management operation is performed on the supporting evidence passage in response to determining that the corpus value metric meets or exceeds a first threshold, the first corpus management operation increasing a relative importance of the supporting evidence passage within the corpus. A second corpus management operation on the supporting evidence passage is performed in response to determining that the corpus value metric meets or falls below a second threshold, the second corpus management operation decreasing the passage's relative importance. | 04-07-2016 |
20160098477 | Returning Related Previously Answered Questions Based on Question Affinity - Mechanisms are provided, in a Question and Answer (QA) system, for identifying a related previously processed question. A first question is processed by the QA system to generate an answer to the first question and a supporting evidence passage that supports the answer to the first question being a correct answer to the first question. The QA system performs a lookup operation in a question repository based on an identifier of the supporting evidence passage to identify an entry corresponding to a previously processed question, different than the first question, that previously had an answer generated based on the supporting evidence passage. The QA system returns the previously processed question and the answer to the first question to a submitter of the first question. | 04-07-2016 |
20160098737 | Corpus Management Based on Question Affinity - Mechanisms are provided for managing a corpus of content. A question is processed by a Question Answering (QA) system to generate an answer to the question and a supporting evidence passage. A corpus value metric is calculated for the supporting evidence passage based on a determined number of times the supporting evidence passage is used to generate a high ranking answer to questions submitted to the QA system. A first corpus management operation is performed on the supporting evidence passage in response to determining that the corpus value metric meets or exceeds a first threshold, the first corpus management operation increasing a relative importance of the supporting evidence passage within the corpus. A second corpus management operation on the supporting evidence passage is performed in response to determining that the corpus value metric meets or falls below a second threshold, the second corpus management operation decreasing the passage's relative importance. | 04-07-2016 |
20160110448 | Dynamic Load Balancing Based on Question Difficulty - Mechanisms are provided for performing load balancing of question processing in a Question and Answer (QA) system, implemented by the data processing system, having a plurality of QA system pipelines. The mechanisms receive an input question for processing by the QA system and determine a predicted question difficulty of the input question. The mechanisms select a QA system pipeline from the plurality of QA system pipelines based on the predicted question difficulty and route the input question to the selected QA system pipeline for processing. In addition, the mechanisms process the input question with the selected QA system pipeline to generate an answer for the input question. | 04-21-2016 |
20160125096 | CONTEXT AWARE QUERY SELECTION - Context data is determined for a web page. The context data includes textual data that describes subject matter displayed on the web page. A client query is retrieved from a client-retrieved instance of the web page. An identifier associated with the web page capable of distinguishing the web page from other web pages is determined. In response to receiving the client query, a plurality of queries are retrieved from a database. Whether one or more of the retrieved queries correlate the determined web page context and the received client query is determined. A set of one or more queries from the plurality of queries is selected based on the selected set of queries each having been determined to correlate the web page context data and the client query. The selected set of the plurality of the queries is sent to the client-retrieved instance of the web page. | 05-05-2016 |
Patent application number | Description | Published |
20080217927 | Cable systems having at least one section formed of an active material - A cable system, a latch assembly employing the cable system and processes thereof include a cable comprising at least one section formed of an active material having one end fixedly attached to a connector, wherein the connector is disposed between a first stop and a second stop, the first and second stops fixedly attached to a stationary support and having an aperture for slidably receiving the cable; and an activation device in operative communication with the active material, the activation device being operable to selectively provide an activation signal to the active material and effectuate a change in a length of the cable section formed or a flexural modulus property of the active material. Suitable active materials include shape memory alloys and electroactive polymers. | 09-11-2008 |
20100031498 | METHOD AND APPARATUS FOR FUEL CELL STACK ASSEMBLY - A method and apparatus for assembling a fuel cell stack is disclosed, wherein the apparatus includes a plurality of dunnage cassettes adapted to cooperate with a plurality of containers, a fixture, and an assembly device to simultaneously assemble a plurality of membrane electrode assemblies together with a plurality of bipolar plates. | 02-11-2010 |
20100032982 | REVERSIBLY DEPLOYABLE SPOILER - A reversibly deployable spoiler for a vehicle comprises a body and an active material in operative communication with the body. The active material, such as shape memory material, is operative to change at least one attribute in response to an activation signal. The active material can change its shape, dimensions and/or stiffness producing a change in at least one feature of the active spoiler airflow control device such as shape, dimension, location, orientation, and/or stiffness to control vehicle airflow and downforce to better suit changes in driving conditions such as speed, while reducing maintenance and the level of failure modes. An activation device, controller and sensors may be employed to further control the change in at least one feature of the active spoiler airflow control device such as shape, dimension, location, orientation, and/or stiffness. A method for controlling vehicle airflow selectively introduces an activation signal to initiate a change of at least one feature of the device that can be reversed upon discontinuation of the activation signal. | 02-11-2010 |
20100140976 | PIVOTALLY DEPLOYABLE AIR DAM UTILIZING ACTIVE MATERIAL ACTUATION - An active air dam adapted for use with a vehicle, includes a deflector pivotally translatable relative to the vehicle, so as to be caused to achieve stowed and deployed conditions, wherein the deflector, when in the deployed condition, is configured to occlude air flow beneath the vehicle, and further includes an active material actuator comprising an active material drivenly coupled to the deflector, and configured to cause the deflector to pivot to one of the stowed and deployed conditions as a result of activating the material, and the vehicle is preferably configured to cause the actuator to pivot the deflector when a pre-determined vehicle or external condition is detected. | 06-10-2010 |
20100330894 | SHAPE MEMORY ALLOY ACTIVE HATCH VENT - A vent assembly is disposed within an interior space of a vehicle for opening and closing fluid communication between the interior space and an exterior of the vehicle. The vent assembly includes a housing defining a plurality of openings and a plurality of vanes disposed in the openings. An actuator mechanism moves the vanes between an open position and a closed position, and includes a shaped memory alloy (SMA) member for actuating the vanes between the open and closed positions. The SMA member is activated when a hatch of the vehicle is open to move the vanes into the open position and thereby open fluid communication between the interior space and the exterior to alleviate excessive air pressure buildup during closure of the hatch. | 12-30-2010 |
20120090416 | MICRO-ELECTRO-MECHANICAL-SYSTEMS BASED HYDRAULIC CONTROL SYSTEM FOR A WET DUAL CLUTCH TRANSMISSION - A wet dual clutch transmission includes at least one hydraulic component and a pilot valve operably connected to the hydraulic component to actuate the hydraulic component. The pilot valve includes a Micro-Electro-Mechanical Systems (MEMS) based pressure differential actuator valve. The hydraulic component may include but is not limited to a first clutch and a second clutch of the wet dual clutch transmission, a lube regulator valve, an on/off solenoid, a synchronizing shift fork or a line pressure control valve. | 04-19-2012 |
20120090426 | MICRO ELECTRO-MECHANICAL SYSTEM (MEMS) BASED HYDRAULIC CONTROL SYSTEM FOR FULL HYBRID VEHICLES - A powertrain system in a hybrid vehicle includes a hydraulic device, a pilot valve, and a regulator valve. The pilot valve is operably connected to the hydraulic device and configured to actuate. The pilot valve includes at least one micro-electro-mechanical systems (MEMS) based device. The regulator valve is operably connected to the pilot valve and the hydraulic device. The regulator valve is configured to direct fluid to the hydraulic device based on the actuation of the pilot valve. | 04-19-2012 |
20120090427 | MICRO-ELECTRO-MECHANICAL-SYSTEM (MEMS) BASED HYDRAULIC CONTROL SYSTEM FOR MILD HYBRID VEHICLES - A powertrain system in a mild hybrid vehicle includes a hydraulic device, a pilot valve, and a regulator valve. The pilot valve is operably connected to the hydraulic device and configured to actuate. The pilot valve includes at least one micro-electro-mechanical systems (MEMS) based device. The regulator valve is operably connected to the pilot valve and the hydraulic device. The regulator valve is configured to direct fluid to the hydraulic device based on the actuation of the pilot valve. | 04-19-2012 |
20120090703 | POWERTRAIN PRESSURE AND FLOW CONTROL SYSTEM FOR AUTOMATIC TRANSMISSIONS - A pressure and flow control system includes a hydraulically-controlled component, a pilot valve, and a regulating valve. The pilot valve is configured to produce a pilot signal and includes a first valve, which is a MEMS microvalve. The regulating valve is in fluid communication with the pilot valve, and is configured to receive the pilot signal. The regulating valve is further configured to output a control signal, which controls the hydraulically-controlled component. | 04-19-2012 |
20120090935 | MICRO-ELECTRO-MECHANICAL-SYSTEMS BASED HYDRAULIC CONTROL FOR A POWERTRAIN - An automatic transmission for a vehicle includes a hydraulically-controlled component and a pilot valve. The pilot valve includes at least one micro-electrical-mechanical-systems (MEMS) based device. The pilot valve is operably connected to and is configured for actuating the hydraulically-controlled component. The pilot valve additionally includes a regulating valve operably connected to the pilot valve and to the hydraulically-controlled component. The regulating valve is configured to direct fluid to the hydraulically-controlled component when actuated by the pilot valve. | 04-19-2012 |
20120090937 | MICRO-ELECTRO-MECHANICAL-SYSTEMS BASED HYDRAULIC CONTROL FOR A POWERTRAIN - A continuously variable transmission (CVT) for a vehicle includes a hydraulically-controlled component and a pilot valve. The pilot valve includes at least one micro-electrical-mechanical-systems (MEMS) based device. The pilot valve is operably connected to and is configured for actuating the hydraulically-controlled component. The pilot valve additionally includes a regulating valve operably connected to the pilot valve and to the hydraulically-controlled component. The regulating valve is configured to direct fluid to the hydraulically-controlled component when actuated by the pilot valve. | 04-19-2012 |
20120090940 | MICRO-ELECTRO-MECHANICAL-SYSTEMS BASED HYDRAULIC CONTROL SYSTEM FOR A DRY DUAL CLUTCH TRANSMISSION - A dry dual clutch transmission includes at least one hydraulic component and a pilot valve operably connected to the hydraulic component to actuate the hydraulic component. The pilot valve includes a Micro-Electro-Mechanical Systems (MEMS) based pressure differential actuator valve. The hydraulic component may include but is not limited to a first clutch and a second clutch of the dry dual clutch transmission, an on/off solenoid, a line pressure control valve or a synchronizing shift fork. | 04-19-2012 |
20120090944 | MICRO ELECTRO-MECHANICAL SYSTEM (MEMS) BASED HYDRAULIC CONTROL SYSTEM FOR AUTOMATED MANUAL TRANSMISSIONS - An automated manual transmission includes a hydraulic device, a pilot valve, and a regulating valve. The pilot valve is operably connected to the hydraulic device and configured to actuate. The pilot valve includes at least one micro-electro-mechanical systems (MEMS) based device. The regulating valve is operably connected to the pilot valve and the hydraulic device. The regulating valve is configured to direct fluid to the hydraulic device based on the actuation of the pilot valve. | 04-19-2012 |
20120090945 | POWERTRAIN PRESSURE AND FLOW CONTROL SYSTEM FOR DOG CLUTCHES - A pressure and flow control system for a dog clutch includes a pilot valve, a regulating valve, and a selector. The pilot valve is configured to produce a pilot signal and includes a first valve, which is a MEMS microvalve. The regulating valve is in fluid communication with the pilot valve, and is configured to receive the pilot signal. The regulating valve is further configured to output a control signal. The selector is configured to engage and disengage the dog clutch in response to the control signal. | 04-19-2012 |
20120090946 | POWERTRAIN PRESSURE CONTROL SYSTEM - A pressure control system includes a hydraulically-controlled component, a pilot valve, and a regulating valve. The pilot valve is configured to produce a pilot signal and includes a first valve, which is a MEMS microvalve. The regulating valve is in fluid communication with the pilot valve, and is configured to receive the pilot signal. The regulating valve is further configured to output a control signal, which controls the hydraulically-controlled component. | 04-19-2012 |
20120090947 | POWERTRAIN PRESSURE AND FLOW CONTROL SYSTEM FOR A TORQUE CONVERTER CLUTCH - A pressure and flow control system for a torque converter clutch includes a pilot valve, a regulating valve, and a torque converter control valve. The pilot valve is configured to produce a pilot signal and includes a first valve, which is a MEMS microvalve. The regulating valve is in fluid communication with the pilot valve, and is configured to receive the pilot signal. The regulating valve is further configured to output a control signal. The torque converter control valve is configured to engage and disengage the torque converter clutch in response to the control signal. | 04-19-2012 |
20120090948 | POWERTRAIN PRESSURE CONTROL SYSTEM - A clutch includes a pilot valve, a regulating valve, and a clutch control valve. The pilot valve is configured to produce a pilot signal and includes a first valve, which is a MEMS microvalve. The regulating valve is in fluid communication with the pilot valve, and is configured to receive the pilot signal. The regulating valve is further configured to output a control signal. The clutch control valve is configured to engage and disengage the clutch in response to the control signal. The clutch may be configured as one of a wet clutch and a dry clutch. | 04-19-2012 |
20120090952 | POWERTRAIN PRESSURE CONTROL SYSTEM - A pressure control system configured to control a selectable one-way clutch (SOWC) includes a pilot valve and a SOWC actuator. The pilot valve is configured to produce a pilot signal and includes a first valve, which is a MEMS microvalve. The pressure control system may further include a regulating valve in fluid communication with the pilot valve and configured to receive the pilot signal. The regulating valve is further configured to output a control signal. The SOWC actuator is configured to select between operating modes of the selectable one-way clutch in response to one of the pilot signal and the control signal. | 04-19-2012 |
20120153531 | FORMING PROCESSES USING MAGNETORHEOLOGICAL FLUID TOOLING - A method for forming a part with a tooling assembly includes forming an MRF bladder located within the tooling assembly into a desired shape, then placing the part in the tooling assembly, and forming the part with the tooling assembly by applying pressure until the part obtains the desired shape from the MRF bladder. | 06-21-2012 |
20120260498 | METHOD AND APPARATUS FOR FUEL CELL STACK ASSEMBLY - A method and apparatus for assembling a fuel cell stack is disclosed, wherein the apparatus includes a plurality of dunnage cassettes adapted to cooperate with a plurality of containers, a fixture, and an assembly device to simultaneously assemble a plurality of membrane electrode assemblies together with a plurality of bipolar plates. | 10-18-2012 |
20140349560 | SHAPE MEMORY ALLOY ACTIVE HATCH VENT - A vent assembly is disposed within an interior space of a vehicle for opening and closing fluid communication between the interior space and an exterior of the vehicle. The vent assembly includes a housing defining a plurality of openings and a plurality of vanes disposed in the openings. An actuator mechanism moves the vanes between an open position and a closed position, and includes a shaped memory alloy (SMA) member for actuating the vanes between the open and closed positions. The SMA member is activated when a hatch of the vehicle is opened to move the vanes into the open position and thereby open fluid communication between the interior space and the exterior to alleviate excessive air pressure buildup during closure of the hatch. | 11-27-2014 |