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E-book
Author DIONE (Conference) (1st : 2020 : Florianópolis, Brazil)

Title Data and information in online environments first EAI International Conference, DIONE 2020, Florianópolis, Brazil, March 19-20, 2020, Proceedings / Rogério Mugnaini (ed.)
Published Cham : Springer, 2020

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Description 1 online resource (256 pages)
Series Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; 319
Lecture notes of the Institute for Computer Sciences, Social Informatics, and Telecommunications Engineering ; 319.
Contents Intro -- Preface -- Organization -- Contents -- Data Processing -- Data Management Plan in Research: Characteristics and Development -- 1 Introduction -- 2 Brief Literature Background on Data Management -- 2.1 FAIR Data Principles -- 2.2 Data Life Cycle in Research -- 3 Research Procedures -- 3.1 Peer-Reviewed Literature -- 3.2 Other Sources -- Non Peer-Reviewed Material -- 3.3 Work Purpose -- 4 Results: Some Examples of Application -- 4.1 Developing a Data Management Plan -- 4.2 Recommendations for Developing a Suitable Data Management Plan -- 5 Concluding Remarks -- References
A Blockchain Approach to Social Responsibility -- 1 Introduction -- 2 Blockchain Technology -- 2.1 Background -- 2.2 Hyperledger Fabric Framework -- 3 Related Work -- 4 Social Responsibility -- 4.1 Design -- 4.2 Use Case -- 5 Conclusions -- References -- A Method for Clustering and Predicting Stocks Prices by Using Recurrent Neural Networks -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 3.1 Clustering -- 3.2 Neural Networks -- 4 Results -- 4.1 Clustering -- 4.2 Predicting Values -- 5 Discussion -- References
Concepts in Topics. Using Word Embeddings to Leverage the Outcomes of Topic Modeling for the Exploration of Digitized Archival Collections -- 1 Introduction -- 2 Brief Overview of Topic Modeling and Word Embeddings -- 2.1 Topic Modeling -- 2.2 Word Embeddings -- 2.3 Syntagmatic and Paradigmatic Axes from Structural Linguistics -- 3 Mobilizing Word Embeddings to Discern Concepts Within Topics -- A Novel Methodology -- 4 Results of the Co-occurrence of Terms -- 5 Linguistic Interpretation of the Results -- 6 Conclusions and Future Work -- References
A New Entity Extraction Model Based on Journalistic Brazilian Portuguese Language to Enhance Named Entity Recognition -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Corpus Processing -- 3.2 Training Preprocessing -- 3.3 Training -- 3.4 Version Control -- 4 Methodology Assessments -- 4.1 Results -- 5 Final Remarks and Future Works -- References -- Organizational Learning in the Age of Data -- 1 Introduction -- 1.1 The Rise and Fall of Organizational Learning -- 2 Organizational Learning in the Age of Data -- 2.1 Learning Inputs and Outcomes -- 2.2 Learning Modalities
3 Conclusions and Recommendations -- References -- Identification of the Relationships Between the Stages of the Data Lifecycle and the Principles of the Brazilian General Data Protection Act -- 1 Introduction -- 2 Theoretical Foundation -- 2.1 Brazilian General Personal Data Protection Act (LGPD) -- 2.2 Data Lifecycle -- 3 Methodology -- 4 Analysis of the Brazilian LGPD Principles in Relation to the Stages of the Data Lifecycle -- 5 Conclusions -- References -- A Method for Collecting Provenance Data: A Case Study in a Brazilian Hemotherapy Center -- 1 Introduction -- 2 Literature Review
Summary This book constitutes the refereed post-conference proceedings of the First International Conference on Data and Information in Online Environments, DIONE 2020, which took place in Florianópolis, Brazil, in March 2020. DIONE 2020 handles the growing interaction between the information sciences, communication sciences and computer sciences. The 18 revised full papers were carefully reviewed and selected from 37 submissions and focus on the production, dissemination and evaluation of contents in online environments. The goal is to improve cooperation between data science, natural language processing, data engineering, big data, research evaluation, network science, sociology of science and communication communities
Notes International conference proceedings
2.1 Information Science
Includes author index
Bibliography Includes bibliographical references and author index
Notes Print version record
Subject Electronic data processing -- Congresses
Computer science -- Congresses
Computer science
Electronic data processing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Mugnaini, Rogério
ISBN 9783030500726
3030500721
Other Titles DIONE 2020