Measuring Behavior in Simulators Software tools and integrated solutions. Diana Demmer, MA Accountmanager NL Thursday, June 4, 2015
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1 Measuring Behavior in Simulators Software tools and integrated solutions Diana Demmer, MA Accountmanager NL Thursday, June 4, 2015
2 Representatives Marin Tobias Heffelaar, M.Sc. Project leader & Usability Specialist t.heffelaar@noldus.nl Diana Demmer, MA Accountmanager NL d.demmer@noldus.nl Andrew Spink, PhD. Senior Consultant a.spink@noldus.nl
3 Who we are We develop and deliver innovative software, hardware solutions and services for the measurement and analysis of behavior. Founded in November 1989 by Lucas Noldus 130 employees worldwide Headquarters in Wageningen, The Netherlands Offices in France, Germany, Spain, Hungary, USA, Canada, China > 7,000 customers in 85 countries
4 Global presence North American Headquarters Leesburg, VA, USA International Headquarters Wageningen, The Netherlands Regional Office Beijing, China 5 helpdesks in 4 time zones = Noldus office = Distributor
5 Core activities Product development Software applications Hardware instruments and devices System integration Noldus software and hardware Computer hardware Video and multimedia components Eye tracking and physiological data acquisition systems Integrated behavior research labs Services Consultancy (research) Training & Technical Support Measuring Behavior conferences
6 Consulting Services Process PvE Globaal/detail ontwerp Technical consultancy Research Onsite data collection (EU, ROW) Recording & Coding services Data Analysis Reporting and evaluation Research /data collection at peoples homes Custom Development Software High End System Integrations
7 Our customers Universities Research institutes Manufacturing industry Service industry Academic hospitals Pharmaceutical industry Food & nutrition industry Software Telecommunication Consumer electronics Medical systems Automotive Aerospace Consulting Web design Usability testing Market research Financial services Information services
8 Corporate clients > 700 companies use Noldus products A small selection: Plus ~5,500 universities, colleges, research institutes
9 Focus on innovation 40 persons in Research & Development Annual R&D budget of ~2.5 M Active collaboration with partners in Europe and United States Universities Research organizations: NIH, TNO, DLO, Fraunhofer, etc. Large corporations: Philips, Thales, Boeing, Roche, Johnson & Johnson, etc. Instrumentation companies: DSI, VicarVision, Eagle Vision, Green Dino, TMSi, Artinis, Ubisense, PhenoSys, etc. Sister company: TeleMetronics Biomedical Active participation in national and international technology programs (STW, Horizon 2020, ITEA, etc.) Dedicated research lab: Initiator of i3b Foundation:
10 Measuring Behavior in Simulators Tools to measure behavior / performance Record & Debrief Video System (VISO) Eye Tracking Arousal & Emotion Measurement (FACEREADER) Movement Tracking (TRACKLAB) Internal Behavior: Physiology Integrated Lab/ Simulation Environments DriveLab Food Choice Simulator Live Data Viewer
11 Training & Debriefing Tool; Viso
12 Viso
13 Wearable Eye Tracker See where your trainee is looking at
14 Movie clip Eye Tracking
15 Measuring Arousal & Emotions
16 Movement Tracking Tracking people Building floor plan Speed overlay Region of interest Entry/exit events Playback control
17 External reflexes - Physiological responses
18 Integration with physiological data Integrate modalities such as heart rate, EEG, forces or eye movements Wireless DAQ Systems Mindware MindMedia Nexus Polar Watch Biopac
19 Integration of data Off-line data integration Through combining files of different systems is not always easy. Common issues are: - Timing can be off - File formats have to be compatible - Cost a lot of time Live data integration Through Noldus Communication Framework (NCF): - Allows for live(real-time) exchange of data between systems. - Is used in a couple of projects like ADVICE and FOCOM to integrate the data of these systems in The Observer XT.
20 Integrated Solutions: DriveLab Analyze effects of drugs on driver behavior Includes physiological data, eye tracking, facial expressions Assessment of workload
21 Drawing by Fabrizio Virtual Shop Simulator (under development) A F E C D B G A virtual reality system creates an immersive virtual supermarket (A) on 9 LCD screens, through which the test subject can navigate by moving the handle bar of the virtual shopping cart (B). A pointing gesture directed at a product causes packaging details to be displayed (C). A product can be added to the shopping cart by pressing a button on the cart screen (D). Two eye trackers (E) record the subject s eye movement and point-of-gaze. The subject wears a flexible cap with EEG and NIRS sensors (F), whilst heart rate and GSR are measured by sensors in the handle bar (G). The experiment is controlled by an operator from a remote computer console. All stimulus and response data are synchronized and logged in a central database for offline integrated analysis.
22 Live Data viewer
23 Visualizations
24 Data Analysis Visual scene with eye gaze overlay Physiological read-outs The Observer XT (in-depth analysis & visualization of behavioral data)
25 Thank you for your attention Diana Demmer, MA Noldus Information Technology BV Wageningen The Netherlands Phone: Web: Any questions?
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