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type:: [[REVIEWS]]
tags::
year:: 2024
venue:: [[MODELS-DS]]
full-title::
date-start:: [[18-07-2024]] - 17:46
date-submitted:: [[18-07-2024]]
external-links::
status:: [[DONE]]
deadline-submission::
file:: [[@Management of Heterogeneous Data in Digital Editions: A Model-Driven Approach]]
parent::
todoist:: https://app.todoist.com/app/task/7-sebastian-enns-management-of-heterogeneous-data-in-digital-editions-a-model-dr-6Vm6Gv5CvFPGX2w6
- ### [[Highlights]]
-
- # Annotazioni
- (18/7/2024, 16:58:01)
- - “Heterogeneous Data in Digital Editions” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=H96MGBAZ)) #5fb236
- - “Digital Editions” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=AHFRAVHS)) #ffd400
- *What do you mean? What are they?*
- - “multi-level modeling architecture is proposed for integrating and managing heterogeneous data in Digital Editions.” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=4SLUV3JH)) #a28ae5
- - “across various projects, enhancing interoperability and customization” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=WBVPZ6XS)) #a28ae5
- - “multi-level modeling techniques, and the creation of tools such as a modeling tool, data importer, text editor, and web page generator.” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=TW47CAGN)) #ffd400
- *Check the related work.*
- - “Digital Editions are scholarly publications that provide foundational material for research in the humanities and cultural studies in digital form” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=XPY4FH4H)) #a28ae5
- - “conception phase” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=TX3GE45K)) #5fb236
- - “conception phase, the data model is developed, the subject of the edition is determined, contents and questions are defined, and the relationships within and outside the edition are established.” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=HHLR9EEN)) #a28ae5
- - “Elaboration” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=9WBEPNX6)) #5fb236
- - “involves exploring the contents through the description and transcription of documents, as well as establishing metadata standards.” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=IEZNV8HN)) #a28ae5
- - “Publication” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=UFLMBAC3)) #5fb236
- - “includes the release of the edited subjects in a suitable environment” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=326JJBRM)) #a28ae5
- - “data model was developed” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=I63JE3ZI)) #a28ae5
- - “model transformations of the actual data model of the edition” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=4VDNS8UU)) #5fb236
- - “ther, the variety and complexity of technologies in the Digital Humanities often lead to inadequate and inefficient tools that do not meet specific research requirements [41]. Additionally, these tools often lack user-friendliness and demand significant dedication to master [35]. Large, standardized infrastructures are often too rigid, costly, and unable to adequately support the dynamic, innovative needs of Humanities research” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=XRXP5BHE)) #ffd400
- *All of these motivations are peculiar and need to be presented by complementing the text with reference to some concrete examples.*
- - “heterogeneous data, obsolete tools and complex technical infrastructures,” ([Enns, 2024, p. 1](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=1&annotation=K69FQ7DH)) #5fb236
- - “Using multi-level modeling, further model layers can be created based on a meta-model, which can extend the existing model with additional conditions and aspects” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=PJ9NMI48)) #5fb236
- - “abstraction of elements and relations from data models of existing Digital Editions” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=BS53UEH8)) #a28ae5
- - “model-driven infrastructure that includes an additional domain-specific model layer based on a meta-model.” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=SKKRVJIH)) #ffd400
- - “This infrastructure will enable the integration and management of heterogeneous data for Digital Editions in the Digital Humanities.” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=LIS29FF7)) #ffd400
- *It's not clear what's the contribution of this work with respect to existing techniques to manage hybrid polystores. What are the specificities of the considered application domain that make existing solutions unsuitable for it?*
- - “Enhancing the interoperability of various elements within Digital Editions by providing a common meta-model that can be adapted to different projects” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=LHZGLJW6)) #ffd400
- *What are the technical challenges that you foresee?*
- - “Allow domain experts to tailor the domain-specific layer and tools to fit the specific needs of their projects, ensuring that unique aspects of their data are adequately addressed.” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=PJNRMLR8)) #ffd400
- *There are low-code tools that permit to create custom data management systems. What are the novelties that you see from this aspect?*
- - “While the specific attributes and models are tailored to the needs of the CensusIRL project, they are based on generic principles of data modeling and process definition that could be reused in other similar projects” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=Y4WUMLUL)) #ffd400
- *What are the limitations of such tools that justify and require the development of another approach?*
- - “However, the current lack of a cohesive framework to manage heterogeneous data models hinders the efficiency and applicability of technologies” ([Enns, 2024, p. 2](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=2&annotation=TKLXENNF)) #ffd400
- *A motivating example is required here otherwise it is not clear what are the peculiar requirements of the quested approach. Without such discussions, it seems that the author is talking about typical data-intensive applications, which can be engineered with several existing tools.*
- - “6 Current status The recent research focused on identifying the topic and the necessary preliminary work. This includes an initial literature review in the field of platform-independent modeling and the examination of existing Digital Editions in the Digital Humanities.” ([Enns, 2024, p. 4](zotero://select/library/items/8KNLJ85P)) ([pdf](zotero://open-pdf/library/items/92IXTQVM?page=4&annotation=XBS7BFVC)) #ffd400
- *The paper is missing a clear description of the peculiarities of the considered application domain. Moreover, it is not clear if the perspective work mainly consists of applying existing technologies, without envisioning novelties, further than the implementation of a framework managing Digital Editions.*
- ### [[Comments]]
- The paper proposes developing a multi-level modeling architecture to manage digital entities in the digital humanities domain. My comments about the paper are organized with respect to its value, impact, originality, rational, research plan, and quality as discussed below.
- Value: The problem is interesting and relevant. The challenges presented by the diverse data models and the lack of modern tools for managing these editions highlight a significant gap in the current practice of digital humanities. However, the paper would benefit from more concrete examples of real-world applications and how the proposed solution can be integrated into existing workflows.
- Impact: The potential impact of this research is considerable, even though the paper needs to provide clearer comparisons with existing solutions to underscore the potential for disruption and innovation.
- Originality: The paper presents an approach that combines multi-level modeling techniques with domain-specific meta-models tailored to the needs of digital editions. This represents a new vision for handling heterogeneous data in the digital humanities. However, the paper should elaborate more on how the proposed approach differs from and improves upon existing hybrid polystore management techniques or low-code tools for developing data-intensive systems.
- Rationale: The justification for the proposed approach is well-argued, even though the paper could strengthen its argument by addressing the specific technical challenges anticipated and providing more detailed examples of how these will be overcome.
- Research Plan: The research plan outlined is comprehensive and realistic, with a clear focus on iterative development and evaluation involving domain experts and users.
- Quality: The paper is well-written and structured, with a clear presentation of the problem, and research plan. However, the paper would benefit from more specific examples and a clearer articulation of the unique contributions of this work compared to existing solutions.
- Overall, the paper does not provide a clear description of the unique aspects of the application domain under consideration. It is also uncertain whether the proposed work mainly involves applying existing technologies without considering any innovations beyond implementing a framework for managing Digital Editions. The limitations of the approaches presented in Section 2 are not clear, and therefore, the novelty of the work is not emphasized.
- ### [[REVIEWS/Notes]]
- ### YELLOW CONCERNS
background-color:: yellow
- {{query (and [[ffd400]] [[DocSymMod24_7]] )}}
collapsed:: true
- ### ❓️Questions
- {{query (and [[question]] [[DocSymMod24_7]] )[[question]]}}
query-table:: true
query-properties:: [:block]