Data Analytics for Cultural Heritage: Current Trends and Concepts (1st ed. 2021)
By: and and and
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- Synopsis
- 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.
- Copyright:
- 2021
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783030667771
- Related ISBNs:
- 9783030667764
- Publisher:
- Springer International Publishing
- Date of Addition:
- 04/22/21
- Copyrighted By:
- Springer
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet, Technology, Social Studies
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Abdelhak Belhi
- Edited by:
- Abdelaziz Bouras
- Edited by:
- Abdulaziz Khalid Al-Ali
- Edited by:
- Abdul Hamid Sadka
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- by Abdelhak Belhi
- by Abdelaziz Bouras
- by Abdulaziz Khalid Al-Ali
- by Abdul Hamid Sadka
- in Nonfiction
- in Computers and Internet
- in Technology
- in Social Studies