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Annals of data science
| Annals of data science |
| Pubbl/distr/stampa | [Berlin] : , : Springer Berlin Heidelberg, , 2014- |
| Descrizione fisica | 1 online resource |
| Soggetto topico |
Big data
Data mining Ciències de la informació |
| Soggetto genere / forma |
Periodicals.
Zeitschrift Revistes electròniques. |
| Soggetto non controllato | Computer Science |
| ISSN | 2198-5812 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Ann. Data. Sci.
AODS ADS |
| Record Nr. | UNINA-9910307938703321 |
| [Berlin] : , : Springer Berlin Heidelberg, , 2014- | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Annals of data science
| Annals of data science |
| Pubbl/distr/stampa | [Berlin] : , : Springer Berlin Heidelberg, , 2014- |
| Descrizione fisica | 1 online resource |
| Soggetto topico |
Big data
Data mining Ciències de la informació |
| Soggetto genere / forma |
Periodicals.
Zeitschrift Revistes electròniques. |
| Soggetto non controllato | Computer Science |
| ISSN | 2198-5812 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Ann. Data. Sci.
AODS ADS |
| Record Nr. | UNISA-996214049403316 |
| [Berlin] : , : Springer Berlin Heidelberg, , 2014- | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Bulletin of the American Society for Information Science
| Bulletin of the American Society for Information Science |
| Pubbl/distr/stampa | Washington, D.C., : American Society for Information Science |
| Disciplina | 020.6 |
| Soggetto topico |
Information science
Information Science Sciences de l'information Informatiewetenschap Ciències de la informació |
| Soggetto genere / forma |
Periodicals.
Revistes electròniques. |
| ISSN | 2163-4289 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Bulletin
Bulletin of the American Society for Information Science and Technology |
| Record Nr. | UNINA-9910279758803321 |
| Washington, D.C., : American Society for Information Science | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computer and information science 2021--summer / / Roger Lee, editor
| Computer and information science 2021--summer / / Roger Lee, editor |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (212 pages) |
| Disciplina | 004 |
| Collana | Studies in computational intelligence |
| Soggetto topico |
Computer science
Informàtica Ciències de la informació |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-030-79474-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Foreword -- Contents -- Contributors -- The Effect of Online Investor Sentiment on Stock Movements: An LSTM Approach -- 1 Introduction -- 2 Related Works -- 2.1 Researches on Traditional Stock Decision Analysis -- 2.2 Researches on the Prediction of Stock Trend Based on Social Media and Sentiment Analysis -- 3 Methods -- 3.1 Dataset -- 3.2 SentiCon Building -- 3.3 Sentiment Analysis -- 3.4 Correlation Analysis -- 4 Results and Discussions -- 4.1 Data Collection Results -- 4.2 Results of Sentiment Lexicon Building -- 4.3 Sentiment Analysis Results -- 4.4 Correlation Analysis -- 5 Conclusion -- References -- A Framework and Decision Algorithm to Determine the Best Feature Extraction Technique for Supporting Machine Learning-Based Hate Speech Detection -- 1 Introduction -- 2 FET Framework -- 2.1 Tweet Preprocessor -- 2.2 Tweet Vectorizer -- 2.3 Tweet Classifier -- 3 FET Decision Algorithm -- 4 Experimental Results and Discussion -- 5 Conclusion and Future Work -- References -- Sentiment Analysis of Stock Market Investors and Its Correlation with Stock Price Using Maximum Entropy -- 1 Introduction -- 2 Related Works -- 3 Overview of the Research -- 4 Crawling for Stock Data and User Comment -- 5 Data Prepossessing -- 5.1 Chinese Word Segmentation -- 5.2 Text Filtering: Removing Stop Words and Low-Frequency Words -- 5.3 Keyword Extraction Algorithm: TF-IDF -- 5.4 Text Vectorization and Word Matrix -- 6 Sentiment Classification of User Comment -- 6.1 Building a Classification Model of ME -- 6.2 Calculation of the Sentiment Index of Investor -- 7 Analysis of Experiment Result -- 7.1 Daily Analysis for the Sentiment Index of Investor -- 7.2 Comparative Analysis of Sentiment Index of Investor and Stock Price -- 8 Conclusions and Future Work -- References.
Intrusion Detection for Modern DDos Attacks Classification Based on Convolutional Neural Networks -- 1 Introduction -- 2 Related Work -- 2.1 Machine Learning -- 2.2 Deep Learning -- 3 Methodology -- 3.1 CNN Model -- 4 System Implementation -- 4.1 Dataset -- 4.2 Dataset Distribution -- 4.3 Data Preprocessing -- 5 Experimental Results and Analysis -- 6 Conclusion -- References -- KnowGraph-PM: A Knowledge Graph Based Pricing Model for Semiconductor Supply Chains -- 1 Introduction -- 2 Background and Motivation -- 2.1 Background -- 2.2 Motivation -- 3 Implementation -- 3.1 Knowledge Graph (KG) -- 3.2 Lead Time-Based Pricing Algorithm -- 4 Evaluation -- 4.1 Competency Questions and KG Evaluation -- 4.2 Revenue Management (RM) -- 4.3 Discussion -- 5 Conclusion and Outlook -- References -- A Study on the Recognition of Hangeul Through Transitional Learning in Handwritten Application -- 1 Introduction -- 2 Research Background -- 2.1 Overview of Optical Character Recognition (OCR) -- 2.2 Whitelist -- 2.3 Recognition of Korean Letter -- 2.4 Korean Name -- 2.5 Korean Address -- 2.6 Transfer Learning -- 3 Research Method -- 3.1 LSTM-Based Open-Source Software Tesseract -- 3.2 Hangeul Training Data -- 3.3 Separation of the Data of the GED Application Form -- 3.4 Whitelist Application -- 4 Experiment Result -- 5 Conclusion -- 5.1 Research Summary and Implication -- 5.2 Future Challenge and Discussion Topics -- References -- Study on Partial Image Detection for Drawing-Focus on Unstructured Images Included in the Main Image -- 1 Introduction -- 2 Literature Review -- 2.1 Image Object Detection -- 2.2 Draw A Person (DAP) Test -- 2.3 Object Detection Algorithm -- 3 Methodology -- 4 Experiment and Verification -- 4.1 Experimental Method -- 4.2 Training -- 4.3 Verification -- 4.4 Analysis -- 5 Conclusions -- 5.1 Research Summary and Implication -- References. Factors Affecting the Intention to Use Artificial Intelligence-Based Recruitment System: A Structural Equation Modeling (SEM) Approach -- 1 Introduction -- 2 Theoretical Background -- 2.1 Artificial Intelligence and Recruitment -- 2.2 Recruitment Procedure Act in Korea -- 2.3 AI Recruitment System -- 2.4 Technology, Organization, and Environment (TOE) Framework -- 2.5 Technology Acceptance Model (TAM) -- 3 Research Design -- 3.1 Research Hypothesis -- 4 Empirical Analysis -- 4.1 Reliability, Convergence Validity, and Discriminant Validity -- 4.2 Goodness of Fit -- 4.3 Structural Model for Hypotheses Testing -- 4.4 Moderating Effect Analysis -- 5 Conclusions -- References -- A Comparative Study of Vectorization Approaches for Detecting Inconsistent Method Names -- 1 Introduction -- 2 Method Name and Its Evaluation -- 2.1 Method Name -- 2.2 The Consistency Between the Method's Name and Body -- 2.3 Method Name Consistency Evaluation -- 3 Vectorization-Based Detection of Inconsistent Method Names -- 3.1 Vectorization Approaches Used in the Conventional Evaluation Procedure -- 3.2 Conventional Procedure -- 3.3 Challenge of Conventional Procedure and Alternatives -- 4 Comparative Study -- 4.1 Aim -- 4.2 Dataset and Computational Environment -- 4.3 Procedure -- 4.4 Results -- 4.5 Discussion -- 4.6 Threats to Validity -- 5 Conclusion and Future Work -- References -- Heart Sound Segmentation Based on a Joint HSMM Method -- 1 Introduction -- 2 Related Work -- 2.1 Heart Sound Segmentation -- 2.2 Model Training -- 3 Methodology -- 3.1 Data Preprocessing -- 3.2 Model Training -- 3.3 Model Fusion Mechanism -- 3.4 Performance Metrics -- 4 Results and Discussion -- 4.1 Experiment Result -- 4.2 Discussion -- 5 Conclusion -- References -- A Novel Authentication System for Artwork Based on Blockchain -- 1 Introduction -- 2 Related Works -- 3 Proposed System. 3.1 Overall System Architecture -- 3.2 Database, Key Storage and Blockchain Records -- 3.3 Issuing QR Code Process -- 3.4 Verifying Ownership and Authenticity Process -- 3.5 Transferring Ownership Process -- 4 Security Analysis -- 5 Discussion and Contribution -- 6 Conclusions -- References -- Image Steganography Using GANs -- 1 Introduction -- 2 Proposed System -- 2.1 DCGAN Training -- 2.2 Extractor Training -- 2.3 Secure Communication -- 3 Experimental Results -- 3.1 DCGAN Training Results -- 3.2 Extractor Training Results -- 3.3 Secure Communication Implementation -- 3.4 Capacity -- 4 Conclusions -- References -- Coverage-Guided Fairness Testing -- 1 Introduction -- 2 Background -- 2.1 Individual Discrimination -- 2.2 Aequitas Approach -- 2.3 Combinatorial t-Way Testing -- 3 Coverage-Guided Fairness Testing (CGFT) -- 3.1 Obtain a Test Suite of Specified Size Using CT -- 3.2 Find Seed Data by Executing This Test Suite -- 3.3 Execute Aequitas' Local Search on These Seed Data -- 4 Evaluation -- 4.1 Experimental Setup -- 4.2 Answers to Research Questions -- 5 Threats to Validity -- 6 Related Work -- 7 Conclusions and Future Work -- References -- Author Index. |
| Record Nr. | UNINA-9910488721303321 |
| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information systems and neuroscience : neuroIS retreat 2022 / / editors : Fred D. Davis [and five others]
| Information systems and neuroscience : neuroIS retreat 2022 / / editors : Fred D. Davis [and five others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (361 pages) |
| Disciplina | 020 |
| Collana | Lecture notes in information systems and organisation |
| Soggetto topico |
Information science
Neurosciences Ciències de la informació Neurociències |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-13064-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| 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. |
| Record Nr. | UNINA-9910633937703321 |
| Cham, Switzerland : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of the ... ASIS Annual Meeting
| Proceedings of the ... ASIS Annual Meeting |
| Pubbl/distr/stampa | Washington, DC, : American Society for Information Science, ©1974-©2000 |
| Descrizione fisica | 1 online resource |
| Disciplina | 029.7 |
| Soggetto topico |
Information science
Information Science Sciences de l'information Informatiewetenschap Ciències de la informació Sistemes d'informació Tecnologia de la informació |
| Soggetto genere / forma |
Congress.
Revistes electròniques. |
| ISSN | 2373-9231 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910143805303321 |
| Washington, DC, : American Society for Information Science, ©1974-©2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of the ... ASIS Annual Meeting
| Proceedings of the ... ASIS Annual Meeting |
| Pubbl/distr/stampa | Washington, DC, : American Society for Information Science, ©1974-©2000 |
| Descrizione fisica | 1 online resource |
| Disciplina | 029.7 |
| Soggetto topico |
Information science
Information Science Sciences de l'information Informatiewetenschap Ciències de la informació Sistemes d'informació Tecnologia de la informació |
| Soggetto genere / forma |
Congress.
Revistes electròniques. |
| ISSN | 2373-9231 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996212726103316 |
| Washington, DC, : American Society for Information Science, ©1974-©2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17–20, 2022, Proceedings / / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch
| Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17–20, 2022, Proceedings / / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (836 pages) |
| Disciplina |
020
004 |
| Collana | Lecture Notes in Business Information Processing |
| Soggetto topico |
Information technology - Management
Database management Software engineering Machine learning Information storage and retrieval systems Computer Application in Administrative Data Processing Business Process Management Database Management Software Engineering Machine Learning Information Storage and Retrieval Ciències de la informació Tecnologia de la informació Investigació |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-031-05760-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Science and Data Management -- Personal Data Markets: A Narrative Review on Influence Factors of the Price of Personal Data -- What's in a (Data) Type? Meaningful Type Safety for Data Science -- Research Data Management in the Image Lifecycle: a Study of Current Behaviors -- Information Search and Analysis -- Towards an Arabic Text Summaries Evaluation Based on AraBERT Model -- A Recommender System for EOSC. Challenges and Possible Solutions -- ERIS: an Approach Based on Community Boundaries to Assess Polarization in Online Social Networks -- Business Process Management -- Progress Determination of a BPM Tool with Ad-Hoc Changes: An Empirical Study -- Enabling Conformance Checking for Object Lifecycle Processes -- A Framework to Improve the Accuracy of Process Simulation Models -- Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations -- Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-level Simulations -- Business Process Mining -- Towards Event Log Management for Process Mining - Vision and Research Challenges -- Process Mining for Process Improvement - An Evaluation of Analysis Practices -- Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes -- The Analysis of Online Event Streams: Predicting the Next Activity for Anomaly Detection -- Process Mining: A Guide for Practitioners -- Digital Transformation and Smart Life -- How do Startups and Corporations Engage in Open Innovation? An Exploratory Study -- Smart Life: Review of the Contemporary Smart Applications -- Conceptual Modelling and Ontologies -- Conceptual Integration for Social-ecological Systems: an Ontological Approach -- Contratto – A Method for Transforming Legal Contracts into Formal Specifications -- Ontological Foundations for Trust Dynamics: The Case of Central Bank Digital Currency Ecosystems -- Abstracting Ontology-Driven Conceptual Models: Objects, Aspects, Events, and their Parts -- Understanding and Modeling Prevention -- Requirements engineering -- Requirements Engineering for Collaborative Artificial Intelligence Systems: A Literature Survey -- On the Current Practices for Specifying Sustainability Eequirements -- Defining Key Concepts in Software Engineering: The Adoption of the Definition of Feature -- Assisted-Modeling Requirements for Model-Driven Development Tools -- Model-driven Engineering -- Model-driven Production of Data-centric Infographics: an Application to the Impact Measurement Domain -- The B Method Meets MDE: Review, Progress and Future -- Enabling Content Management Systems as an Information Source in Model-Driven projects -- A Global Model-Driven Denormalization Approach for Schema Migration -- State Model Inference Through the GUI using Run-time Test Generation -- Machine Learning Applications -- Autonomous Object Detection using a UAV Platform in the Maritime Environment -- Bosch’s Industry 4.0 Advanced Data Analytics: Historical and Predictive Data Integration for Decision Support -- Benchmarking Conventional Outlier Detection Methods -- Forum -- Handling Temporal Data Imperfections in OWL 2 - Application to Collective Memory Data Entries -- Integrated Approach to Assessing the Progress of Digital Transformation by Using Multiple Objective and Subjective Indicators -- Towards Integrated Model-Driven Engineering Approach to Business Intelligence -- Method for Evaluating Information Security Level in Organisations -- ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary Context -- A Conceptual Characterization of Fake News: a Positioning Paper -- Combinations of Content Representation Models for Event Detection on Social Media -- Increasing Awareness and Usefulness of Open Government Data: An Empirical Analysis of Communication Methods -- Toward Digital ERP: A Literature Review -- Trust Model Recommendation Driven by Application Requirements -- Predicting the State of a House using Google Street View -- Towards a Comprehensive BPMN Extension for Modeling IoT-Aware Processes in Business Process Models -- Team Selection using Statistical and Graphical Approaches for Cricket Fantasy Leagues -- PM4Py-GPU: a High-Performance General-Purpose Library for Process Mining -- Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool -- Research Incentives in Academia Leading to Unethical Behavior -- Assessing the Ethical, Social and Environmental Performance of Conferences -- ANGLEr: A Next-Generation Natural Language Exploratory Framework -- Doctoral Consortium -- Towards a Roadmap for Developing Digital Work Practices: A Maturity Model Approach -- Evolutionary Scriptless Testing -- Scriptless Testing for Extended Reality Systems -- Artificial Intelligence: Impacts of Explainability on Value Creation and Decision Making -- Towards Empirically Validated Process Modelling Education using a BPMN Formalism -- Multi-task Learning for Automatic Event-centric Temporal Knowledge Graph Construction. |
| Record Nr. | UNINA-9910568275503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
