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دسته بندی: سیستم های اطلاعاتی ویرایش: نویسندگان: Michelangelo Ceci, Stefano Ferilli, Antonella Poggi سری: Communications in Computer and Information Science, 1177 ISBN (شابک) : 3030399044, 9783030399047 ناشر: Springer سال نشر: 2020 تعداد صفحات: 197 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 24 مگابایت
در صورت تبدیل فایل کتاب Digital Libraries: The Era of Big Data and Data Science: 16th Italian Research Conference on Digital Libraries, IRCDL 2020, Bari, Italy, January به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب کتابخانه های دیجیتال: عصر کلان داده و علم داده: شانزدهمین کنفرانس تحقیقاتی ایتالیایی در مورد کتابخانه های دیجیتال، IRCDL 2020، باری، ایتالیا، ژانویه نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب مجموعه مقالات کامل داوری شده شانزدهمین کنفرانس تحقیقاتی ایتالیایی در مورد کتابخانه های دیجیتال، IRCDL 2020 است که در باری، ایتالیا، در ژانویه 2020 برگزار شد.
12 مقاله کامل و 6 مقاله کوتاه ارائه شده با دقت انتخاب شده اند. 26 ارسال. مقالات در بخش های موضوعی در مورد بازیابی اطلاعات، داده های پیشنهادی و علم داده در DL سازماندهی شده اند. میراث فرهنگی؛ علم بازThis book constitutes the thoroughly refereed proceedings of the 16th Italian Research Conference on Digital Libraries, IRCDL 2020, held in Bari, Italy, in January 2020.
The 12 full papers and 6 short papers presented were carefully selected from 26 submissions. The papers are organized in topical sections on information retrieval, bid data and data science in DL; cultural heritage; open science.Preface Organization Invited Talks Context-Aware Distributed Mobile Search Aiuto – ho troppi dati! Digital Library Users and Their Challenges With Big Data Contents Information Retrieval Reproducibility of the Neural Vector Space Model via Docker 1 Introduction 2 Background 3 Docker Image Architecture 4 Evaluation 5 Final Remarks References Towards a Decision Support Framework for Forensic Analysis of Dynamic Signatures 1 Introduction 2 Proposed Method 3 Case Study 3.1 Qualitative Analysis 3.2 Quantitative Analysis 4 Conclusion and Future Work References An Information Visualization Tool for the Interactive Component-Based Evaluation of Search Engines 1 Motivations 2 Related Work 3 Experimental Setting 4 The InfoVis Tool 4.1 Parameter Selection Area 4.2 System Analysis Area 5 User Evaluation 6 Final Remarks References 3D Average Common Submatrix Measure 1 Introduction 2 The Proposed Method 2.1 3D Average Common Submatrix 2.2 Algorithm 3 Experiments 4 Results and Discussion 5 Conclusions References Big Data and Data Science in DL Lost in Translation: Can We Talk About Big Data Fairly? Abstract 1 Overview 2 Language Issues in the International Science Community 2.1 Discourse About Science: Language and Political Issues 2.2 Why English? English as a World Language 2.3 English as the Language for Science 2.4 The Contribution of Multicultural Research Perspectives 3 The Role of the Librarian and of the Humanist 4 Attitude for Solutions 5 Conclusion References An Ontology and Knowledge Graph Infrastructure for Digital Library Knowledge Representation 1 Introduction 2 Related Work 3 GraphBRAIN 4 Ontological Schema for the Knowledge Base 5 Current Content of GraphBRAIN 6 Sample Case Study 7 Conclusions and Future Work References Text-to-Image Synthesis Based on Machine Generated Captions 1 Introduction 2 Related Work 3 Our Approach 3.1 Image Captioning Module 3.2 GAN Module 4 Experimental Results 5 Conclusion References A Streamlined Pipeline to Enable the Semantic Exploration of a Bookstore 1 Introduction 2 Related Work 3 Scenario and System 4 Data Models 5 Implementation and Case Study 6 Conclusions References Re-implementing and Extending Relation Network for R-CBIR 1 Introduction 2 Related Work 2.1 Original Setup 3 Preliminary Results 4 Improvements 5 Conclusions References Actual Researcher Contribution (ARC) Versus the Perceived Contribution to the Scientific Body of Knowledge Abstract 1 Introduction and Background 2 Proposed Metric (ARC) 3 Discussion and Implications 4 Conclusion References Cultural Heritage Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets 1 Introduction 2 Proposed Method 3 Experimental Evaluation 4 Conclusion and Future Work References Identifying, Classifying and Searching Graphic Symbols in the NOTAE System 1 Introduction 2 Related Works 3 Proposed Approach 3.1 Binarization 3.2 Symbol Identification and Classification 3.3 Manual Symbol Classification 3.4 Searching Symbols 4 Concluding Remarks References TindArt, an Experiment on User Profiling for Museum Applications 1 Introduction 2 Related Works 3 The Project 3.1 Pilot Study 3.2 TindArt 3.3 Initial Study with TindArt 4 Conclusions and Future Work References Recognition of Concordances for Indexing in Digital Libraries 1 Introduction 1.1 Previous Work 2 The Proposed Method 2.1 Pre-processing 2.2 Text Block Finding 2.3 Text Recognition 3 Corrections 3.1 Dictionary 3.2 Punctuation 3.3 Index Correction 3.4 Identification of Bold Text 4 Experimental Results 5 Conclusions References Open Science RepOSGate: Open Science Gateways for Institutional Repositories Abstract 1 Introduction 2 RepOSGate Architecture 2.1 Aggregation 2.2 Entity Linking 2.3 Provision 3 ISTI Open Portal 3.1 Aggregation 3.2 Entity Linking 3.3 Provision 4 Conclusion and Prospects Acknowledgments References Training Data Stewards in Italy: Reflection on the FAIR RDM Summer School Abstract 1 Introduction: Research Data Management Skills Gap 1.1 A Profile for Data Stewards 1.2 Research Data Management in Italy: The Skills Gap 2 FAIR Research Data Management Summer School 2.1 Learning Objectives 2.2 Learning Material 2.3 Course Content 2.4 Selection of Participants 2.5 Attendance 2.6 Institutional and Media Coverage 3 Summer School Final Evaluation 3.1 Evaluation of Summer School Programme 4 Conclusions Appendix References Creating Digital Cultural Heritage with Open Data: From FAIR to FAIR5 Principles Abstract 1 Introduction 2 From FAIR to FAIR5 3 The Terra delle Gravine Project 4 Designing Digital Libraries in Open Data for Creation of DCH 5 Conclusions References Nanocitation: Complete and Interoperable Citations of Nanopublications 1 Introduction 2 Background 3 The Nanocitation Framework 4 Discussion References Correction to: Identifying, Classifying and Searching Graphic Symbols in the NOTAE System Correction to: Chapter “Identifying, Classifying and Searching Graphic Symbols in the NOTAE System” in: M. Ceci et al. (Eds.): Digital Libraries: The Era of Big Data and Data Science, CCIS 1177, https://doi.org/10.1007/978-3-030-39905-4_12 Author Index