Kooperativer Bibliotheksverbund

UID:

Format: 1 online resource (211 pages)

ISBN: 9783031164859

Series Statement: Studies in Computational Intelligence ; v.1067

Note: Intro -- Foreword -- Contents -- Contributors -- Why do companies become similar, but performance is different?: Understanding of Corporate isomorphism through Self-determination -- 1 Introduction -- 2 Theoretical Background -- 2.1 Understanding of Innovative behavior -- 2.2 Perceptual action of Self-determination -- 2.3 Hypothesis Setting -- 3 Research Method -- 3.1 Data Collection -- 3.2 Measurement -- 4 Empirical Analysis -- 4.1 Verification of The Reliability and Validity of Variables -- 4.2 Hypothesis Testing -- 4.3 Summary of Hypothesis Verification -- 5 Conclusions -- 5.1 Interpretation of Research Results -- 5.2 Implications of Research Findings -- 5.3 Future Research Challenges -- References -- A Study on the Customer Experience Management (CEM) by Applying Walk-Through Audit (WtA) -- Focused on Hospitality Service Cases -- 1 Introduction -- 2 Theoretical Background -- 2.1 Customer Experience Management (CEM) -- 2.2 Understanding Hospitality Services -- 3 Walk-Through Audit on Hospitality Services Facilities -- 3.1 Overview of Target Facilities -- 3.2 Design of Walk-Through Audits -- 4 Research Method -- 4.1 Data Collection -- 4.2 Analysis of WtA Results for Hospitality Services -- 5 Conclusions -- References -- A Study on the Factors of Positive Psychological Capital on Organizational Citizenship Behavior: For Teachers of Infant Welfare Service Institutions -- 1 Introduction -- 2 Theoretical Background and Hypotheses -- 2.1 The Relationship Between Positive Psychological Capital and Organizational Identification, Psychological Well-Being, and Role Performance -- 2.2 Relationships Between Organizational Identification, Psychological Well-Being, and Role Performance -- 2.3 Relationships Between Organizational Identification, Psychological Well-Being, Role Performance, and Organizational Citizenship Behavior. , 2.4 The Moderating Effect Relationships Between Coaching Leadership and Variables -- 3 Research Method -- 4 Analysis and Result -- 5 Conclusions -- References -- The Effect of Self-Determination and Quality of VR-Based Education in the Metaverse on Learner Satisfaction -- 1 Introduction -- 2 Theoretical Background -- 2.1 Metaverse and Virtual Reality -- 2.2 Technology Acceptance Model -- 2.3 Information Systems Success Model -- 2.4 Self-Determination Theory -- 2.5 Flow Theory and Learner Satisfaction -- 3 Research Method -- 3.1 Research Model and Hypotheses -- 3.2 Data Collection -- 4 Data Analysis -- 4.1 Structural Equation Modeling (SEM) Analysis -- 5 Conclusions -- References -- A Study on Industrial Artificial Intelligence-Based Edge Analysis for Machining Facilities -- 1 Introduction -- 2 Related Researches -- 3 Design of Intelligent Edge Analysis System -- 3.1 Data Collection -- 3.2 Data Pre-processing -- 3.3 Intelligent Edge Analysis Model -- 4 Test and Validation -- 4.1 Data Collection and Experiment Design -- 4.2 Verification for AI Model of Tool State Analysis -- 4.3 Verification for AI Model of Machining Quality Analysis -- 5 Results -- 6 Conclusions -- References -- AI Recruitment System Using EEG to Explore the Truth of Interviewers -- 1 Introduction -- 2 Theoretical Background -- 2.1 Social Response to AI Recruitment System -- 2.2 Introduction to AI Recruitment Process -- 2.3 Artificial Intelligence -- 2.4 EEG (Electroencephalogram) -- 3 Research Methodology -- 3.1 Experiment Design -- 3.2 Signal Acquisition from EEG -- 3.3 Data Pre-processing: Artifact Removal -- 3.4 Eeg Features Extraction -- 4 Classification Models Implement -- 4.1 Method of Feature Selection and Filter Method -- 4.2 Correlation Analysis with Extra Trees Classifier -- 4.3 Feature Selection -- 4.4 Binary Classification Modeling -- 4.5 Models' Evaluation. , 4.6 Machine Learning Classification Indicators (Precision, Recall, F1 Score) -- 5 Conclusions -- References -- Development of ESG Evaluation Indicators from a Policy Perspective-Focusing on the Legislature -- 1 Introduction -- 2 Theoretical Background -- 2.1 The Concept of ESG and Importance -- 2.2 Prior Studies -- 2.3 AHP (Analytic Hierarchy Process) -- 3 Research Design -- 3.1 Derivation of Evaluation Indicators for Korean ESG Models Through Previous Studies -- 3.2 Optimization of Evaluation Items for Korean ESG Models -- 3.3 Definition of Optimized Korean ESG Model Area and Evaluation Items -- 4 Empirical Analysis Results -- 4.1 Item Weight Results for Overall Survey -- 4.2 Comparative Analysis of Weighted Results on Enterprise and Legislative Officials -- 5 Conclusion and Future Research -- References -- A Study on the Analysis of Related Keywords on the Perception of Untact Coding Education in the Post-COVID Era Using Big Data Analysis -- 1 Introduction -- 2 Theoretical Background -- 2.1 Big Data -- 2.2 Online Education Domestic Research Trends -- 2.3 Understanding SW Education -- 3 Research Method -- 3.1 Dataset and Methodology -- 3.2 Dataset Analysis Method -- 4 Result -- 4.1 Online SW Education Big Data Word Frequency Analysis -- 4.2 SW Training Matrix Analysis and Charts -- 4.3 Discourse Analysis of SW Education -- 4.4 Word Sentiment Analysis for SW Education -- 5 Conclusion -- References -- Relationship Between Narcissism, Self-esteem and Youth Consumption Behavior -- 1 Introduction -- 2 Theoretical Background -- 2.1 Narcissism -- 2.2 Self-esteem -- 2.3 Youth Consumer -- 3 Research Methods -- 3.1 Subject of Study -- 3.2 Analysis Method -- 4 Research Results -- 4.1 Youth's Narcissism, Self-esteem, Consumption Behavior -- 4.2 The Effect of youth's Narcissism and Self-esteem on Rational Consumption Behavior. , 4.3 The Effect of youth's Narcissism and Self-esteem on Irrational Consumption Behavior -- 5 Conclusions -- References -- The Effect of Transformational Leadership on the Volunteer Members' Organizational Commitment in Non-profit Organizations: The Moderating Effects of  Motivation on Volunteeing -- 1 Introduction -- 2 Theoretical Backgrounds and Hypotheses -- 2.1 Transformational Leadership and Organizational Commitment -- 2.2 Moderating Effects of Volunteer Motivation -- 3 Methods -- 3.1 Data Collection -- 3.2 Operational Definition and Measurement of Variables -- 4 Results -- 4.1 Demographic Analysis of Survey Participants -- 4.2 Validity, Reliability, Descriptive Statistics, and Correlations -- 4.3 Results of Hypotheses -- 5 Discussion -- References -- Analysis on the Life Cycle of Soundtrack Content in K-POP-Data-Driven on Music Platforms -- 1 Introduction -- 2 Theoretical Background -- 2.1 Assessment of Service Efficiency -- 2.2 Superstar Effect -- 2.3 Brandwagon Effect -- 2.4 Brand Theory (K. L. Keller, 1993) -- 2.5 Product Life Cycle Theory (Raymond Vernon) -- 2.6 Prior Studies -- 3 Research Method -- 3.1 An Analysis of Variables Affecting the Life Cycle of K-POP -- 3.2 Data Collection and Analysis Overview -- 4 Research Results -- 4.1 Frequency Analysis -- 4.2 Correlation Analysis -- 4.3 Linear Regression Analysis -- 4.4 Decision Tree Model -- 4.5 K-POP Life Cycle Prediction Model -- 5 Conclusion and Limitations -- References -- Method of Selecting the Optimal Location of Barrier-Free Bus Stops Using Clustering -- 1 Introduction -- 2 Literature Review -- 2.1 Prior Research on Site Selection -- 2.2 A Study on Transportation Vulnerability -- 3 Research Method -- 3.1 Research Methodology Procedure -- 3.2 Datasets -- 3.3 Clustering Methods -- 4 Data Analysis -- 4.1 Number of Clusters -- 4.2 Result of Clustering -- 5 Conclusions -- References. , Common Adverse Events Following COVID-19 Vaccination in Patients with Type 2 Diabetes -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data -- 2.2 Natural Language Processing -- 2.3 Study Population -- 2.4 Chosen Common AEs -- 2.5 Statistical Analysis -- 3 Results -- 3.1 Study Characteristics -- 3.2 Frequency (%) of 25 Common AEs -- 3.3 Risk of 25 Common AEs -- 3.4 The Subgroup Analysis by Vaccine Brands -- 4 Conclusions -- References -- Examining Participant's Perception of SPICE Factors of Metaverse MICE and Its Impact on Participant's Loyalty and Behavioral Intentions -- 1 Introduction -- 2 Theoretical Background -- 2.1 Metaverse and MICE -- 2.2 SPICE Model for Metaverse -- 2.3 Loyalty for and Intent to Participate in MICE Events -- 3 Research Method -- 4 Data Analysis Results -- 4.1 Analysis of Sample Characteristics -- 4.2 Descriptive Statistical Analysis on the Assessed Concepts -- 4.3 Research Model Hypothesis Testing -- 5 Conclusions -- References -- Kidult Marketing Reflecting the Characteristics of MZ Generation -- 1 Introduction -- 2 Theoretical Background -- 3 Methodology and Results -- 3.1 Characteristics and Consumption of MZ Generation -- 3.2 Retro Trend and Kidult -- 4 Conclusion -- 4.1 MZ Generation Who Values "Me" -- 4.2 Kidult Marketing -- References -- Author Index.

Additional Edition: Print version: Lee, Roger Emotional Artificial Intelligence and Metaverse Cham : Springer International Publishing AG,c2022 ISBN 9783031164842

Language: English

Subjects: Computer Science

Keywords: Konferenzschrift

URL: Volltext  (URL des Erstveröffentlichers)