Information systems and neuroscience : neuroIS retreat 2022 / / editors : Fred D. Davis [and five others]

• Pubblicazione: Cham, Switzerland : , : Springer, , [2023]; ©2023
• Descrizione fisica: 1 online resource (361 pages)
• Disciplina: 020
• Soggetto topico: Information science; Neurosciences; Ciències de la informació; Neurociències
• Soggetto genere / forma: Llibres electrònics
• Persona (resp. second.): DavisFred D.
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- Organization -- Preface -- Sponsors -- The Neurobiology of Trust: Benefits and Challenges for NeuroIS (Keynote) -- From Neuro-adaptive Systems to Neuro-adaptive Processes: Opportunities of NeuroIS to Contribute to the Emerging Field of Process Science (Hot Topic Talk) -- Contents -- Our Brain Reads, While We Can't: EEG Reveals Word-Specific Brain Activity in the Absence of Word Recognition -- 1 Introduction -- 2 Materials and Methods -- 2.1 Participants -- 2.2 Stimuli -- 2.3 Electroencephalography (EEG) -- 2.4 Procedure -- 2.5 Data Analyses -- 3 Results -- 3.1 Behavior -- 3.2 Electroencephalography (EEG) -- 4 Discussion -- References -- Information Overload and Argumentation Changes in Product Reviews: Evidence from NeuroIS -- 1 Introduction -- 2 Research Hypotheses -- 3 Method -- 3.1 Materials and Treatment -- 3.2 Participants, Procedure, and Measures -- 4 Results -- 4.1 Measured Cognitive Activity -- 4.2 Self-reported Information Overload -- 4.3 Perceived Helpfulness and Purchase Intention -- 5 Discussion and Contribution -- References -- Flow in Knowledge Work: An Initial Evaluation of Flow Psychophysiology Across Three Cognitive Tasks -- 1 Introduction -- 2 Theoretical Background and Related Work -- 3 Method -- 4 Results -- 5 Discussion -- 5.1 Contributions -- 5.2 Limitations and Future Research -- 5.3 Conclusion -- References -- Biosignal-Based Recognition of Cognitive Load: A Systematic Review of Public Datasets and Classifiers -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion and Conclusion -- References -- Enhancing Wireless Non-invasive Brain-Computer Interfaces with an Encoder/Decoder Machine Learning Model Pair -- 1 Introduction -- 2 Brain-Computer Interfaces and Machine Learning Techniques -- 3 Research Design -- 4 Proof-of-Concept -- 5 Future Dataset -- 6 Conclusion -- References. ; How Does the Content of Crowdfunding Campaign Pictures Impact Donations for Cancer Treatment -- 1 Introduction -- 2 Literature and Theory Development -- 2.1 Donation-Based Crowdfunding -- 2.2 Egocentric Altruism in Charitable Crowdfunding -- 2.3 Altercentric Altruism in Charitable Crowdfunding -- 3 Methods -- 3.1 Participants -- 3.2 Measures -- 3.3 Procedure -- 4 Results -- 4.1 Decision-Making Data -- 4.2 Eye-Tracking Data -- 4.3 Galvanic Skin Response Data -- 5 Discussion -- References -- All Eyes on Misinformation and Social Media Consumption: A Pupil Dilation Study -- 1 Introduction -- 2 Literature Review and Hypotheses -- 2.1 Eye-Tracking Studies -- 2.2 Cognitive Load and Misinformation -- 2.3 Pupil Response and Cognitive Load -- 3 Methods -- 4 Results -- 5 Discussion and Concluding Remarks -- References -- Increased Audiovisual Immersion Associated with Mirror Neuron System Enhancement Following High Fidelity Vibrokinetic Stimulation -- 1 Introduction -- 2 Methods and Results -- 2.1 Participants -- 2.2 Stimuli -- 2.3 Procedure -- 2.4 EEG Recordings and Pre-processing -- 2.5 Statistical Analyses -- 3 Results -- 4 Discussion -- References -- Recognizing Polychronic-Monochronic Tendency of Individuals Using Eye Tracking and Machine Learning -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- The Effect of SVO Category on Theta/Alpha Ratio Distribution in Resource Allocation Tasks -- 1 Introduction -- 2 Materials and Methods -- 2.1 Experimental Setup -- 2.2 Participants -- 2.3 EEG Acquisition -- 2.4 Related Measures -- 3 Data Processing and Analysis -- 3.1 Preprocessing and Feature Extraction -- 3.2 Theta/Alpha Ratio Distribution as Function of SVO categories -- 4 Conclusions and Future Work -- References -- Is Our Ability to Detect Errors an Indicator of Mind Wandering? An Experiment Proposal. ; 1 Introduction -- 2 Methods -- 2.1 Participants -- 2.2 Stimuli -- 2.3 Procedure -- 2.4 Data Processing and Analysis -- 3 Limitations, Contribution and Future Work -- References -- Resolving the Paradoxical Effect of Human-Like Tying Errors by Conversational Agents -- 1 Introduction -- 2 Theoretical Background -- 2.1 Dual Process Theory -- 2.2 Human-Like Design of CA and Perceived Humanness -- 2.3 Typing Errors as Social Cues -- 3 Hypotheses Development -- 4 Method -- 4.1 Participants -- 4.2 Task and Procedure -- 4.3 Treatments -- 4.4 Measures -- 5 Expected Results, Discussion and, Conclusion -- References -- The View of Participants on the Potential of Conducting NeuroIS Studies in the Wild -- 1 Introduction -- 2 Method-Student Survey -- 3 Results -- 4 Concluding Note & -- Future Research -- References -- Emoticons Elicit Similar Patterns of Brain Activity to Those Elicited by Faces: An EEG Study -- 1 Introduction -- 2 Materials and Method -- 2.1 Participants -- 2.2 Study Design -- 2.3 Data Collection -- 2.4 Procedure -- 2.5 Data Analysis -- 3 Results -- 3.1 P100 Electrode 6 -- 3.2 N170 Electrode 6 -- 3.3 LPP Electrode 6 -- 3.4 P100 Electrode 35 -- 3.5 N170 Electrode 35 -- 3.6 LPP Electrode 35 -- 3.7 P100 Electrode 39 -- 3.8 N170 Electrode 39 -- 3.9 LPP Electrode 39 -- 4 Discussion -- References -- Facilitating NeuroIS Research Using Natural Language Processing: Towards Automated Recommendations -- 1 Introduction -- 2 Related Work -- 3 Approach -- 4 (Preliminary) Results -- 5 Conclusion and Outlook -- References -- CareCam: An Intelligent, Camera-Based Health Companion at the Workplace -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Discussion -- 5 Conclusion -- References -- Decision Delegation and Intelligent Agents in the Context of Human Resources Management: The Influence of Agency and Trust. A Research Proposal -- 1 Introduction. ; 2 Methods -- 2.1 Experimental Design -- 2.2 Measures -- 2.3 Anticipated Analysis -- 3 Preliminary Suppositions, Expected Contributions and Future Directions -- 3.1 Preliminary Suppositions -- 3.2 Implications for Research and Practice -- 3.3 Future Directions -- References -- A Stress-Based Smart Retail Service in Shopping Environments: An Adoption Study -- 1 Introduction -- 2 State-of-the-Art -- 3 Stress-Based Smart Retail Service -- 4 Method -- 5 Results -- 6 Discussion and Implications -- 7 Conclusion and Future Work -- References -- Collecting Longitudinal Psychophysiological Data in Remote Settings: A Feasibility Study -- 1 Introduction -- 2 Methodology -- 2.1 Design, Participants, and Context -- 2.2 Apparatus and Instruments -- 2.3 Measures and Data Post-processing -- 2.4 Experimental Task and Protocol -- 2.5 Analysis -- 3 Results -- 3.1 Behavioral Results -- 3.2 Psychophysiological Results -- 4 Discussion -- References -- Eye-Gaze and Mouse-Movements on Web Search as Indicators of Cognitive Impairment -- 1 Introduction -- 2 Related Work -- 2.1 Computer Use, Mouse Movements, and Dementia -- 2.2 Eye-Tracking Measures and Dementia -- 2.3 Neuropsychological Assessments in Aging & -- Age-Related Disorders -- 3 Method -- 3.1 Participants -- 3.2 Experimental Design -- 3.3 Web Search Tasks -- 3.4 Data Collection -- 3.5 Neuropsychological Assessments -- 3.6 Planned Analyses -- 4 Summary -- References -- Mixed Emotions: Evaluating Reactions to Dynamic Technology Feedback with NeuroIS -- 1 Introduction -- 2 Theoretical Background -- 2.1 Emotions -- 2.2 Feedback -- 3 Hypotheses -- 4 Methodology -- 5 Conclusion -- References -- Smart Production and Manufacturing: A Research Field with High Potential for the Application of Neurophysiological Tools -- 1 Introduction -- 2 Application Areas -- 2.1 Assistive Systems for Decision-Making. ; 2.2 Assistive Systems for Manual Assembly Work -- 2.3 Virtual Reality-Supported Training of Assembly/Maintenance Tasks -- 2.4 Virtual Reality-Supported Collaborative Design Review -- 3 Conclusion -- References -- New Measurement Analysis for Emotion Detection Using ECG Data -- 1 Introduction -- 2 Background -- 2.1 HRV and Other Waves in the Cardiac Cycle -- 2.2 Short Review of Software Libraries for ECG Analysis -- 3 Method -- 3.1 Procedure -- 3.2 Evaluation -- 4 Results -- 5 Discussion and Summary -- References -- Caption and Observation Based on the Algorithm for Triangulation (COBALT): Preliminary Results from a Beta Trial -- 1 Introduction -- 2 COBALT Ecosystem -- 3 Methods -- 4 Preliminary Results -- 5 Conclusion and Next Steps -- References -- Leveraging Affective Friction to Improve Online Creative Collaboration: An Experimental Design -- 1 Introduction -- 2 Theoretical Development -- 3 Material and Method -- 3.1 Study I -- 3.2 Study II -- 4 Preliminary Findings -- 5 Expected Contributions and Conclusion -- References -- A Look Behind the Curtain: Exploring the Limits of Gaze Typing -- 1 Introduction -- 2 Theoretical Background -- 3 Design Considerations for an Experimental Design to Study Time-Dependent Gaze Typing Performance -- 4 Discussion -- 5 Concluding Notes and Future Research -- References -- Towards Mind Wandering Adaptive Online Learning and Virtual Work Experiences -- 1 Introduction -- 2 Methods -- 2.1 Data Acquisition and Description -- 2.2 Data Preparation and Classification -- 2.3 Assessment and Visualization -- 3 Results -- 4 Discussion -- 5 Towards a Mind Wandering Adaptive Experience -- 5.1 Proposed System Design -- 5.2 Other System Applications -- References -- Measurement of Heart Rate and Heart Rate Variability: A Review of NeuroIS Research with a Focus on Applied Methods -- 1 Introduction. ; 2 Methodological Fundamentals of HR and HRV.
• Titolo autorizzato: Information Systems and Neuroscience
• ISBN: 3-031-13064-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910633937703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture notes in information systems and organisation ; ; Volume 58.