Special Issue "Artificial Intelligence for Digital Humanities (AI4DH)"
A special issue of Computers (ISSN 2073-431X).
Deadline for manuscript submissions: 30 June 2021.
2. Università degli Studi "Guglielmo Marconi", Roma, Italy
Interests: knowledge discovery and data linking of structured and unstructured open linked data; semantic technology and knowledge management of big data; machine learning; natural language processing; data analysis and digital humanities
The aim of this Special Issue on Artificial Intelligence for Digital Humanities (AI4DH) is to gather results on the interdisciplinary area of innovative technologies in the IT field—with specific reference to the methodologies, techniques, and tools related to Artificial Intelligence—applied in the field of digital humanities studies.
This Special Issue is calling submissions of novel and innovative research results on digital research tool developments with a clear reference to artificial intelligence for extracting knowledge, to the use natural language processing, as well as to the extraction of quality knowledge from textual resources, to the automatic analysis of visual and multimedia data and effective information and document retrieval that can be exploited in the field of Digital Humanities and cultural heritage.
The Special Issue also invites submissions which concentrate on a well-founded representation of extracted knowledge and automatic reasoning to derive new knowledge; development of resources and applications according to Semantic Web and Linked Data best practices; and, in general, on the integration of metadata and semantic research in the digital humanities domain.
In addition, this Special Issue aims to emphasize the role of humanists in the learning loop, demonstrating the success and challenges of applying human interaction in a virtuous circle where they train, tune, and test machine learning models.
The Special Issue thus intends to focus on any aspect of Artificial Intelligence for digital humanities.
Dr. Francesca Fallucchi
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Computers is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- Artificial Intelligence/data mining/big data/machine learning/natural language processing
- Digital humanities
- Knowledge organization and knowledge management
- Human-in-the-loop machine learning