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268 full-text articles. Page 1 of 11.

Analyzing Team Training Data: Aspirations For A Gift Data Analytics Engine, Stephen B. Gilbert, Anne M. Sinatra, Anastacia MacAllister, Adam Kohl, Eliot Winer, Michael C. Dorneich, Anna Slavina, Desmond Bonner, Kaitlyn M. Ouverson 2017 Iowa State University

Analyzing Team Training Data: Aspirations For A Gift Data Analytics Engine, Stephen B. Gilbert, Anne M. Sinatra, Anastacia Macallister, Adam Kohl, Eliot Winer, Michael C. Dorneich, Anna Slavina, Desmond Bonner, Kaitlyn M. Ouverson

Anastacia MacAllister

No abstract provided.


Fusing Self-Reported And Sensor Data From Mixed-Reality Training, Trevor Richardson, Stephen B. Gilbert, Joseph Holub, Frederick Thompson, Anastacia MacAllister, Rafael Radkowski, Eliot Winer 2017 Iowa State University

Fusing Self-Reported And Sensor Data From Mixed-Reality Training, Trevor Richardson, Stephen B. Gilbert, Joseph Holub, Frederick Thompson, Anastacia Macallister, Rafael Radkowski, Eliot Winer

Anastacia MacAllister

Military and industrial use of smaller, more accurate sensors are allowing increasing amounts of data to be acquired at diminishing costs during training. Traditional human subject testing often collects qualitative data from participants through self-reported questionnaires. This qualitative information is valuable but often incomplete to assess training outcomes. Quantitative information such as motion tracking data, communication frequency, and heart rate can offer the missing pieces in training outcome assessment. The successful fusion and analysis of qualitative and quantitative information sources is necessary for collaborative, mixed-reality, and augmented-reality training to reach its full potential. The challenge is determining a reliable framework ...


Adaptive User Interface For Semi-Automatic Operation Of A Remote-Controlled, Unmanned Vehicle, Michael C. Dorneich, Stephen Whitlow, William Rogers, Karen Feigh, Robert De Mers 2017 Iowa State University

Adaptive User Interface For Semi-Automatic Operation Of A Remote-Controlled, Unmanned Vehicle, Michael C. Dorneich, Stephen Whitlow, William Rogers, Karen Feigh, Robert De Mers

Michael C. Dorneich

The present invention provides a method as defined in claim 1. The method may include the features of any one or more of dependent claims 2 to 4.

The present invention provides a device as defined in claim 5. The device may include the features of any one or more of dependent claims 6 to 9.

A method is provided for semi-automatic operation of a portable control device for a remote-controlled unmanned vehicle. The method includes the steps of monitoring parameters of an operational environment of the portable control device, switching from a manual operation mode to a semi-automatic operation ...


Situation Aftermath Management System And Method, Michael C. Dorneich, Chris Hamblin, William Rogers, Stephen Whitlow 2017 Iowa State University

Situation Aftermath Management System And Method, Michael C. Dorneich, Chris Hamblin, William Rogers, Stephen Whitlow

Michael C. Dorneich

A system and method for assisting flight crew recovery in the aftermath of an unexpected event is provided. A processor is used to detect that an unexpected event has occurred in an aircraft and, in response to detecting that the unexpected event has occurred, state data are stored in memory. The processor is also used to detect that the unexpected event has been resolved and, in response to detecting that the unexpected event has been resolved, the processor retrieves the state data from the memory, generates an aftermath plan that includes prompts to guide the flight crew to complete the ...


Workload Management System And Method, Michael C. Dorneich, William Rogers, Stephen Whitlow, Chris Hamblin, Claudia Keinrath 2017 Iowa State University

Workload Management System And Method, Michael C. Dorneich, William Rogers, Stephen Whitlow, Chris Hamblin, Claudia Keinrath

Michael C. Dorneich

A system and method are provided for facilitating workload management. The system processes first sensor data to estimate the current cognitive state of a first person, and processes second sensor data to estimate the current cognitive state of a second person. Information representative of the estimates of the current cognitive states of the first person and the second person is simultaneously rendered on a display device.


Rapid Serial Visual Presentation Triage Prioritization Based On User State Assessment, Santosh Mathan, Michael C. Dorneich, Patricia M. Ververs, Stephen Whitlow 2017 Iowa State University

Rapid Serial Visual Presentation Triage Prioritization Based On User State Assessment, Santosh Mathan, Michael C. Dorneich, Patricia M. Ververs, Stephen Whitlow

Michael C. Dorneich

A method and system are provided that prioritize the output of an image triage that is based on rapid serial visual presentation. User responses and estimates of the effectiveness with which each image is likely to have been processed by a user are employed for post triage image prioritization of potential targets. Images associated with a user response, processed during optimal user states, are assigned the highest priority for post triage examination, as targets are likely. Images without a user response that are processed during optimal user states are assigned the lowest priority, as these are unlikely to contain targets ...


Multiple Two-State Classifier Output Fusion System And Method: Patent Application, Stephen Whitlow, Michael C. Dorneich 2017 Iowa State University

Multiple Two-State Classifier Output Fusion System And Method: Patent Application, Stephen Whitlow, Michael C. Dorneich

Michael C. Dorneich

A system and method for providing more than two levels of classification distinction of a user state are provided. The first and second general states of a user are sensed. The first general state is classified as either a first state or a second state, and the second general state is classified as either a third state or a fourth state. The user state of the user is then classified as one of at least three different classification states.


Multiple Two-State Classifier Output Fusion System And Method, Stephen Whitlow, Michael C. Dorneich 2017 Iowa State University

Multiple Two-State Classifier Output Fusion System And Method, Stephen Whitlow, Michael C. Dorneich

Michael C. Dorneich

A system and method for providing more than two levels of classification distinction of a user state are provided. The first and second general states of a user are sensed. The first general state is classified as either a first state or a second state, and the second general state is classified as either a third state or a fourth state. The user state of the user is then classified as one of at least three different classification states.


Mixed-Initiative Transfer Of Datalink-Based Information, Michael C. Dorneich, Stephen Whitlow, William Rogers 2017 Iowa State University

Mixed-Initiative Transfer Of Datalink-Based Information, Michael C. Dorneich, Stephen Whitlow, William Rogers

Michael C. Dorneich

A system and method are provided for transferring datalink-based information into an aircraft flight management system. When a datalink message is received in an aircraft, it is parsed into individual information elements. The operational impact of the received datalink message on the aircraft is determined from the individual information elements. A method of supplying pilot feedback regarding the received datalink message is determined from the determined operational impact. The pilot feedback regarding the received datalink message is supplied using the determined method. At least selected portions of the individual information elements are selectively transferred into the aircraft flight management system ...


Cognitive Aircraft Hazard Advisory System (Cahas), Donald C. Kauffman, Michael C. Dorneich 2017 Iowa State University

Cognitive Aircraft Hazard Advisory System (Cahas), Donald C. Kauffman, Michael C. Dorneich

Michael C. Dorneich

Integrated surveillance systems and methods for processing multiple sensor inputs and determining a best route for avoiding multiple hazards. An example method performed on a first aircraft includes generating a plurality of routes for avoiding a previously determined alert from a first advisory system. Then, probability of success information is generated at other advisory systems for each of the plurality of routes. The best route of the plurality of routes is determined based on the generated probabilities and output to the flight crew or other aircraft. The probability of success information includes a previously defined uncertainty value. The uncertainty value ...


Display System And Method For Generating A Display, William Rogers, Michael C. Dorneich, Chris Hamblin, Stephen Whitlow 2017 Iowa State University

Display System And Method For Generating A Display, William Rogers, Michael C. Dorneich, Chris Hamblin, Stephen Whitlow

Michael C. Dorneich

A display system and method for providing a display. A display system includes a computer processor, the computer processor being configured to receive information from a plurality of sensors. The computer processor is further configured to detect an abnormal situation, based on information received from the plurality of sensors. The display system further includes a database including abnormal situation response procedures in operable communication with the processor, wherein the database is configured to provide the processor with the abnormal situation response procedures upon the detection of an abnormal situation. The display system further includes a display device in operable communication ...


User Interface Device For Adaptive Systems, Stephen Whitlow, Claudia Keinrath, Michael C. Dorneich 2017 Iowa State University

User Interface Device For Adaptive Systems, Stephen Whitlow, Claudia Keinrath, Michael C. Dorneich

Michael C. Dorneich

A system for providing feedback regarding the division of automated and operator tasks is provided. The system includes a display device and a processor. The processor is configured to at least selectively supply image rendering display commands to the display device that cause the display device to simultaneously render an operator pane, an automation pane, and a shared pane. The operator pane displays one or more tasks that have been allocated for execution by a human operator, the automation pane displays one or more tasks that have been allocated for execution by automation, and the shared pane displays one or ...


Workload Management System And Method, Michael C. Dorneich, William Rogers, Stephen Whitlow, Chris Hamblin, Claudia Keinrath 2017 Iowa State University

Workload Management System And Method, Michael C. Dorneich, William Rogers, Stephen Whitlow, Chris Hamblin, Claudia Keinrath

Michael C. Dorneich

A system and method are provided for facilitating workload management. The system processes first sensor data to estimate the current cognitive state of a first person, and processes second sensor data to estimate the current cognitive state of a second person. Information representative of the estimates of the current cognitive states of the first person and the second person is simultaneously rendered on a display device.


Adaptive User Interface For Semi-Automatic Operation, Michael C. Dorneich, Stephen Whitlow, William Rogers, Karen Feigh, Robert E. De Mers 2017 Iowa State University

Adaptive User Interface For Semi-Automatic Operation, Michael C. Dorneich, Stephen Whitlow, William Rogers, Karen Feigh, Robert E. De Mers

Michael C. Dorneich

A method is provided for semi-automatic operation of a portable control device for a remote-controlled, unmanned vehicle. The method includes the steps of monitoring parameters of an operational environment of the portable control device, switching from a manual operation mode to a semi-automatic operation mode in response to occurrence of predetermined criteria within the operational environment, and presenting a semi-automatic operation graphical user interface to a user of the portable control device. The semi-automatic operation graphical user interface includes a reduced set of user interfaces for the semi-automatic operation mode presented by the portable control device.


Virtual Operator Models For Off-Highway Machine Virtual Prototyping, Yu Du, Michael C. Dorneich, Brian L. Steward 2017 Iowa State University

Virtual Operator Models For Off-Highway Machine Virtual Prototyping, Yu Du, Michael C. Dorneich, Brian L. Steward

Michael C. Dorneich

Increasing demands on the world’s resources require the design of off-highway machines that provide greater functionality and productivity along with greater efficiency. Model-based or virtual design provides a means for achieving these design improvements with reduced time and costs. However, virtual design is often limited by the fidelity with which human operators are modeled. A greater understanding of how highly skilled operators obtain high machine performance and productivity can inform machine development and advance agricultural and construction machine automation technology. This research investigated how machine operator expertise, strategies, and decision-making can be integrated into operator models that simulate authentic ...


Analyzing Team Training Data: Aspirations For A Gift Data Analytics Engine, Stephen B. Gilbert, Anne M. Sinatra, Anastacia MacAllister, Adam Kohl, Eliot Winer, Michael C. Dorneich, Anna Slavina, Desmond Bonner, Kaitlyn M. Ouverson 2017 Iowa State University

Analyzing Team Training Data: Aspirations For A Gift Data Analytics Engine, Stephen B. Gilbert, Anne M. Sinatra, Anastacia Macallister, Adam Kohl, Eliot Winer, Michael C. Dorneich, Anna Slavina, Desmond Bonner, Kaitlyn M. Ouverson

Michael C. Dorneich

No abstract provided.


Comparing Training Performance With Vibrotactile Hit Alerts Vs. Audio Alerts, Stephen B. Gilbert, Anthony Civitate, Jonathan W. Kelly, Frederick Thompson, Alisha Smith, Ken Kopecky, Eliot Winer, Julio de la Cruz 2017 Iowa State University

Comparing Training Performance With Vibrotactile Hit Alerts Vs. Audio Alerts, Stephen B. Gilbert, Anthony Civitate, Jonathan W. Kelly, Frederick Thompson, Alisha Smith, Ken Kopecky, Eliot Winer, Julio De La Cruz

Jonathan W. Kelly

Live, virtual, and constructive training that integrates dismounted warfighter training with convoy training, pilot training, and other systems has been demonstrated to reduce training time, and studies have shown that a high level of immersion and the illusion of presence in a VR environment contribute to this success. However, current force-on-force training simulators lack one major quality that is needed to impart this strong sense of presence for warfighters: the consequence of getting shot.

Simulated return-fire systems have been developed for different purposes including military, police and entertainment. Some use projectiles, but that approach is usually limited to a shoot ...


Assessing Multiple Participant View Positioning In Virtual Reality-Based Training, Jonathan W. Kelly, Eliot Winer, Stephen B. Gilbert, Michael Curtis, Eduardo Rubio, Ken Kopecky, Joseph Scott Holub, Julio de la Cruz 2017 Iowa State University

Assessing Multiple Participant View Positioning In Virtual Reality-Based Training, Jonathan W. Kelly, Eliot Winer, Stephen B. Gilbert, Michael Curtis, Eduardo Rubio, Ken Kopecky, Joseph Scott Holub, Julio De La Cruz

Jonathan W. Kelly

As cost, time, and other challenging resource requirements are placed on U.S. Joint forces training, the role of simulations will play an even greater role than it does today. To effectively aid a Warfighter in gaining critical skills and to assess the proficiency of those skills, computer-based training must advance beyond traditional desktop simulations and monoscopic projection technology. Virtual Reality (VR) based training has been proven in fields such as medical and engineering to increase a trainee’s level of immersion, and increase training performance in several metrics including accuracy and efficiency, while simultaneously decreasing cost. Warfighter training offers ...


Incorporation Of Future Building Operating Conditions Into The Modeling Of Building–Microclimate Interaction: A Feasibility Approach, Kelly Kalvelage, Ulrike Passe, Caroline Krejci, Michael C. Dorneich 2017 Iowa State University

Incorporation Of Future Building Operating Conditions Into The Modeling Of Building–Microclimate Interaction: A Feasibility Approach, Kelly Kalvelage, Ulrike Passe, Caroline Krejci, Michael C. Dorneich

Ulrike Passe

This paper presents a novel modeling methodology that integrates the near building environmental conditions (or microclimate), whole-building design, and occupant behavior. Accurate predictions of the future building operating conditions lead to designs that serve the building’s purpose – to support occupants’ tasks. This study bridges the gap between human factors and architecture to include physical, cognitive, and organizational systems into building information modeling using future typical meteorological year climate data, canyon air temperature microclimate model, and a whole-building energy simulation to investigate the impact of future microclimate conditions on a “typical” single-occupant office. Additionally, to capture the effects of building ...


Designing Adaptive Instruction For Teams: A Meta-Analysis, Robert A. Sottilare, C. Shawn Burke, Eduardo Salas, Anne M. Sinatra, Joan H. Johnston, Stephen B. Gilbert 2017 United States Army Research Laboratory

Designing Adaptive Instruction For Teams: A Meta-Analysis, Robert A. Sottilare, C. Shawn Burke, Eduardo Salas, Anne M. Sinatra, Joan H. Johnston, Stephen B. Gilbert

Industrial and Manufacturing Systems Engineering Publications

The goal of this research was the development of a practical architecture for the computer-based tutoring of teams. This article examines the relationship of team behaviors as antecedents to successful team performance and learning during adaptive instruction guided by Intelligent Tutoring Systems (ITSs). Adaptive instruction is a training or educational experience tailored by artificially-intelligent, computer-based tutors with the goal of optimizing learner outcomes (e.g., knowledge and skill acquisition, performance, enhanced retention, accelerated learning, or transfer of skills from instructional environments to work environments). The core contribution of this research was the identification of behavioral markers associated with the antecedents ...


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