Data Analytics for Cultural Heritage

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Author :
Publisher : Springer Nature
ISBN 13 : 3030667774
Total Pages : 288 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Analytics for Cultural Heritage by : Abdelhak Belhi

Download or read book Data Analytics for Cultural Heritage written by Abdelhak Belhi and published by Springer Nature. This book was released on 2021-03-25 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers the challenges related to the effective implementation of artificial intelligence (AI) and machine learning (ML) technologies to the cultural heritage digitization process. Particular focus is placed on improvements to the data acquisition stage, as well as the data enrichment and curation stages, using advanced artificial intelligence techniques and tools. An emphasis is placed on recent applications related to deep learning for visual recognition, generative models, natural language processing, and super resolution. The book is a valuable reference for researchers working in the multidisciplinary field of cultural heritage and AI, as well as professional experts in the art and culture domains, such as museums, libraries, and historic sites and buildings. Reports on techniques and methods that leverage AI and machine learning and their impact on the digitization of cultural heritage; Addresses challenges of improving data acquisition, enrichment and management processes; Highlights contributions from international researchers from diverse fields and subject areas.

Big Data Analytics for Cultural Heritage

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Author :
Publisher : Mdpi AG
ISBN 13 : 9783036563268
Total Pages : 0 pages
Book Rating : 4.5/5 (632 download)

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Book Synopsis Big Data Analytics for Cultural Heritage by : Manolis Wallace

Download or read book Big Data Analytics for Cultural Heritage written by Manolis Wallace and published by Mdpi AG. This book was released on 2023-01-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this edition, we focused on big data analytics methods and tools that have been specifically developed for the domain of cultural heritage, as well as on experiences from the adaptation and/or application of general-purpose solutions in the domain of cultural heritage. The aim was to gather solutions, but also to summarise the lessons learnt, methodologies, and good practices that researchers and practitioners can use as a basis for their own work in the domain.

Data Analytics in Digital Humanities

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Publisher : Springer
ISBN 13 : 3319544993
Total Pages : 295 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Data Analytics in Digital Humanities by : Shalin Hai-Jew

Download or read book Data Analytics in Digital Humanities written by Shalin Hai-Jew and published by Springer. This book was released on 2017-05-03 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers computationally innovative methods and technologies including data collection and elicitation, data processing, data analysis, data visualizations, and data presentation. It explores how digital humanists have harnessed the hypersociality and social technologies, benefited from the open-source sharing not only of data but of code, and made technological capabilities a critical part of humanities work. Chapters are written by researchers from around the world, bringing perspectives from diverse fields and subject areas. The respective authors describe their work, their research, and their learning. Topics include semantic web for cultural heritage valorization, machine learning for parody detection by classification, psychological text analysis, crowdsourcing imagery coding in natural disasters, and creating inheritable digital codebooks.Designed for researchers and academics, this book is suitable for those interested in methodologies and analytics that can be applied in literature, history, philosophy, linguistics, and related disciplines. Professionals such as librarians, archivists, and historians will also find the content informative and instructive.

Data Acquisition and Processing in Cultural Heritage

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Publisher : MDPI
ISBN 13 : 3039217402
Total Pages : 276 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Data Acquisition and Processing in Cultural Heritage by : Gabriele Bitelli

Download or read book Data Acquisition and Processing in Cultural Heritage written by Gabriele Bitelli and published by MDPI. This book was released on 2020-03-16 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in the knowledge of the tangible components (position, size, shape) and intangible components (identity, habits) of an historic building or site involves fundamental and complex tasks in any project related to the conservation of cultural heritage (CH). In recent years, new geotechnologies have proven their usefulness and added value to the field of cultural heritage (CH) in the tasks of recording, modeling, conserving, and visualizing. In addition, current developments in building information modeling (HBIM), allow integration and simulation of different sources of information, generating a digital twin of any complex CH construction. As a result, experts in the area have increased the number of available sensors and methodologies. However, the quick evolution of geospatial technologies makes it necessary to revise their use, integration, and application in CH. This process is difficult to adopt, due to the new options which are opened for the study, analysis, management, and valorization of CH. Therefore, the aim of the present Special Issue is to cover the latest relevant topics, trends, and best practices in geospatial technologies and processing methodologies for CH sites and scenarios as well as to introduce the new tendencies. This book originates from the Special Issue “Data Acquisition and Processing in Cultural Heritage”, focusing primarily on data and sensor integration for CH; documentation/restoration in CH; heritage 3D documentation and modeling of complex CH sites; drone inspections in CH; software development in CH; and augmented reality in CH. It is hoped that this book will provide the advice and guidance required for any CH professional, making the best possible use of these sensors and methods in CH.

Digital Cultural Heritage

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Publisher : Springer
ISBN 13 : 3030152006
Total Pages : 447 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Digital Cultural Heritage by : Horst Kremers

Download or read book Digital Cultural Heritage written by Horst Kremers and published by Springer. This book was released on 2019-06-21 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of various application spheres and supports further innovations needed in information management and in the processes of knowledge generation. The professions, organizations and scientific associations involved are unusually challenged by the complexity of the data situation. Cartography has always been the central field of application for georeferencing digital cultural heritage (DCH) objects. It is particularly important in enabling spatial relation analysis between any number of DCH objects or of their granular details. In addition to the pure geometric aspects, the cognitive relations that lead to knowledge representation and derivation of innovative use processes are also of increasing importance. Further, there is a societal demand for spatial reference and analytics (e.g. the extensive use of cognitive concepts of "map" and "atlas" for a variety of social topics in the media). There is a huge geometrical-logical-cognitive potential for complex, multimedia, digital-cultural-heritage databases and stakeholders expect handling, transmission and processing operations with guaranteed long-term availability for all other stakeholders. In the future, whole areas of digital multimedia databases will need to be processed to further our understanding of historical and cultural contexts. This is an important concern for the information society and presents significant challenges for cartography in all these domains. This book collects innovative technical and scientific work on the entire process of object digitization, including detail extraction, archiving and interoperability of multimedia DCH data.

The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

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Author :
Publisher : Springer Nature
ISBN 13 : 3030627438
Total Pages : 907 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy by : John MacIntyre

Download or read book The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy written by John MacIntyre and published by Springer Nature. This book was released on 2020-11-03 with total page 907 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2020), held in Shanghai, China, on November 6, 2020. Due to the COVID-19 outbreak problem, SPIoT-2020 conference was held online by Tencent Meeting. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.

Linked Data for Cultural Heritage

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Author :
Publisher : ALA Editions
ISBN 13 : 9780838914397
Total Pages : 0 pages
Book Rating : 4.9/5 (143 download)

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Book Synopsis Linked Data for Cultural Heritage by : Ed Jones

Download or read book Linked Data for Cultural Heritage written by Ed Jones and published by ALA Editions. This book was released on 2016-07-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, the Association of Library Collections and Technical Services (ALCTS) gathers a stellar list of contributors to help readers understand linked data concepts by examining practice and projects based in familiar concepts like authority control.

Cultural Heritage Infrastructures in Digital Humanities

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Publisher : Routledge
ISBN 13 : 131715651X
Total Pages : 172 pages
Book Rating : 4.3/5 (171 download)

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Book Synopsis Cultural Heritage Infrastructures in Digital Humanities by : Agiatis Benardou

Download or read book Cultural Heritage Infrastructures in Digital Humanities written by Agiatis Benardou and published by Routledge. This book was released on 2017-09-22 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the leading tools and archives in digital cultural heritage? How can they be integrated into research infrastructures to better serve their intended audiences? In this book, authors from a wide range of countries, representing some of the best research projects in digital humanities related to cultural heritage, discuss their latest findings, both in terms of new tools and archives, and how they are used (or not used) by both specialists and by the general public.

2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

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Author :
Publisher : Springer Nature
ISBN 13 : 9811674663
Total Pages : 1314 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2021-12-09 with total page 1314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

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Author :
Publisher : Springer Nature
ISBN 13 : 3030895114
Total Pages : 999 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy by : John Macintyre

Download or read book The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy written by John Macintyre and published by Springer Nature. This book was released on 2021-11-02 with total page 999 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.

Museum and Archive on the Move

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110529378
Total Pages : 316 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Museum and Archive on the Move by : Oliver Grau

Download or read book Museum and Archive on the Move written by Oliver Grau and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-09-11 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital revolution fundamentally changed how cultural heritage is created, documented, analyzed, and preserved. The book focuses on this transformation’s impact. How must museums and archives meet the challenges of digitally generated cultures and how does the digital revolution influence traditional object collection, research, and education? How do digital technologies and digital art and culture affect our interaction with images? Leading international experts from various disciplines break new ground. Pioneering interdisciplinary research results collected in this book are relevant to education, curators and archivists in the arts and culture sector and in the digital humanities.

Chemical Analysis in Cultural Heritage

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110456486
Total Pages : 587 pages
Book Rating : 4.1/5 (14 download)

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Book Synopsis Chemical Analysis in Cultural Heritage by : Luigia Sabbatini

Download or read book Chemical Analysis in Cultural Heritage written by Luigia Sabbatini and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-02-24 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemical Analysis provides non invasive and micro-analytical techniques for the investigation of cultural heritage materials. The tools and techniques, discussed by experts in the field, are of universal, sensitive and multi-component nature.

Data-Driven Intelligent Business Sustainability

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Publisher : IGI Global
ISBN 13 :
Total Pages : 521 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Data-Driven Intelligent Business Sustainability by : Singh, Sonia

Download or read book Data-Driven Intelligent Business Sustainability written by Singh, Sonia and published by IGI Global. This book was released on 2023-12-05 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-driven decision making is crucial for ensuring the long-term sustainability of businesses and economic growth. While rapid technological advancements have enabled the collection and analysis of data on an unprecedented scale, businesses face challenges in adopting evidence-based decision making. Data-Driven Intelligent Business Sustainability is a comprehensive guide that examines the challenges and opportunities presented by data-driven decision making. It covers new technologies like blockchain, IoT, and AI, explores their potential for sustainable business success, and provides guidance on managing cybersecurity threats. The book also includes case studies and examples of successful implementations of data-driven decision making, making it a practical resource for those seeking to upskill or reskill in this field. Targeted at computer science and engineering professionals, researchers, and students, the book provides valuable insights into the role of data-driven decision making in business sustainability, helping businesses achieve long-term success.

Big Data Analytics for Cyber-Physical System in Smart City

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Author :
Publisher : Springer Nature
ISBN 13 : 9813345721
Total Pages : 1868 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2020-12-17 with total page 1868 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the second Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2020) conference, held in Shanghai, China, on 28–29 December 2020. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Advances on Intelligent Computing and Data Science

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Publisher : Springer Nature
ISBN 13 : 3031362586
Total Pages : 705 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Advances on Intelligent Computing and Data Science by : Faisal Saeed

Download or read book Advances on Intelligent Computing and Data Science written by Faisal Saeed and published by Springer Nature. This book was released on 2023-08-16 with total page 705 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the papers included in the proceedings of the 3rd International Conference of Advanced Computing and Informatics (ICACin’22) that was held in Casablanca, Morocco, on October 15–16, 2022. A total of 98 papers were submitted to the conference, but only 60 papers were accepted and published in this book with an acceptance rate of 61%. The book presents several hot research topics which include artificial intelligence and data science, big data analytics, Internet of Things (IoT) and smart cities, information security, cloud computing and networking, and computational informatics.

Digging into Software Knowledge Generation in Cultural Heritage

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Publisher : Springer
ISBN 13 : 3319691880
Total Pages : 320 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Digging into Software Knowledge Generation in Cultural Heritage by : Patricia Martin-Rodilla

Download or read book Digging into Software Knowledge Generation in Cultural Heritage written by Patricia Martin-Rodilla and published by Springer. This book was released on 2017-10-14 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on innovative strategies to manage and build software systems for generating new knowledge from large archaeological data sets The book also reports on two case studies carried out in real-world scenarios within the Cultural Heritage setting. The book presents an original conceptual framework for developing software solutions to assist the knowledge generation process in connection with large archaeological data sets and related cultural heritage information— a context in which the inputs are mainly textual sources written in freestyle, i.e. without a predetermined, standard structure. Following an in-depth exploration of recent works on the knowledge generation process in the above-mentioned context and IT-based options for facilitating it, the book proposes specific new techniques capable of capturing the structure and semantics implicit in such textual sources, and argues for using this information in the knowledge generation process. The main result is the development of a conceptual framework that can accommodate textual sources and integrate the information included in them into a software engineering framework. The said framework is meant to assist cultural heritage professionals in general, and archaeologists in particular, in both knowledge extraction and the subsequent decision-making process.

Culture and Computing. Interactive Cultural Heritage and Arts

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Publisher : Springer Nature
ISBN 13 : 3030774112
Total Pages : 501 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Culture and Computing. Interactive Cultural Heritage and Arts by : Matthias Rauterberg

Download or read book Culture and Computing. Interactive Cultural Heritage and Arts written by Matthias Rauterberg and published by Springer Nature. This book was released on 2021-07-03 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 12794-12795 constitutes the refereed proceedings of the 9th International Conference on Culture and Computing, C&C 2021, which was held as part of HCI International 2021 and took place virtually during July 24-29, 2021. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The papers included in the HCII-C&C volume set were organized in topical sections as follows: Part I: ICT for cultural heritage; technology and art; visitors’ experiences in digital culture; Part II: Design thinking in cultural contexts; digital humanities, new media and culture; perspectives on cultural computing.