International journal of digital humanities最新文献_第2页

Reproducing disciplinary and literary prestige: “The index of major literary prizes in the US” 再现学科和文学声望："美国主要文学奖指数"

International journal of digital humanities Pub Date : 2023-12-19 DOI: 10.1007/s42803-023-00082-x

Gabriel Hankins

引用次数: 0

Committing to reproducibility and explainability: using Git as a research journal 致力于可重现性和可解释性：使用 Git 作为研究期刊

International journal of digital humanities Pub Date : 2023-12-19 DOI: 10.1007/s42803-023-00076-9

Samuel J. Huskey

引用次数: 0

A peek inside two black boxes-an experiment with explainable artificial intelligence and IPCC leadership 两个黑盒子里的一瞥--可解释人工智能和 IPCC 领导力的实验

International journal of digital humanities Pub Date : 2023-12-14 DOI: 10.1007/s42803-023-00080-z

Tobias Blanke, Tommaso Venturini, Kari De Pryck

引用次数: 0

Hypericons for interpretability: decoding abstract concepts in visual data 可解释性超级图标：解码视觉数据中的抽象概念

International journal of digital humanities Pub Date : 2023-12-04 DOI: 10.1007/s42803-023-00077-8

Delfina Sol Martinez Pandiani, Nicolas Lazzari, M. Erp, Valentina Presutti

引用次数: 0

Reproducibility and explainability in digital humanities 数字人文的可复制性和可解释性

International journal of digital humanities Pub Date : 2023-12-04 DOI: 10.1007/s42803-023-00078-7

Thorsten Ries, Karina van Dalen-Oskam, Fabian Offert

引用次数: 0

Minimal research compendiums: an approach to advance statistical validity and reproducibility in digital humanities research 最小的研究纲要:一种在数字人文研究中推进统计有效性和可重复性的方法

International journal of digital humanities Pub Date : 2023-11-06 DOI: 10.1007/s42803-023-00074-x

Nabeel Siddiqui

引用次数: 1

A documentation checklist for (Linked) humanities data (链接的)人文数据的文档清单

International journal of digital humanities Pub Date : 2023-11-06 DOI: 10.1007/s42803-023-00072-z

Sarah Middle

{"title":"A documentation checklist for (Linked) humanities data","authors":"Sarah Middle","doi":"10.1007/s42803-023-00072-z","DOIUrl":"https://doi.org/10.1007/s42803-023-00072-z","url":null,"abstract":"Abstract Documentation, including information, instructions, and use cases, is key to reproducibility in Digital Humanities research and usability of resulting tools and resources. However, despite multiple studies that support this assertion, clear and comprehensive documentation is often lacking due to fundamental incompatibilities with existing funding models and the resulting prioritisation of project tasks. Through a user study of researchers involved in using and producing Linked Ancient World Data, supplemented by existing literature, I identified components for inclusion in documentation to facilitate use of these tools and resources, as well as the reproducibility of methods used in their production. At the same time, it became clear that producers would benefit from a solution to simplify the process of documentation creation. As a result, I assembled a documentation checklist whose scope for application reaches beyond Linked Ancient World Data to other Humanities disciplines and digital methods. This paper starts by discussing previous work, before providing an overview of my survey and interview methods. I then present my findings and discuss their implications for future research and development, including an introduction to the checklist and its implementation. To conclude, I draw together threads from the preceding sections and suggest wider structural changes to further facilitate and promote transparency and reproducibility in Digital Humanities.","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135634019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Repetitive research: a conceptual space and terminology of replication, reproduction, revision, reanalysis, reinvestigation and reuse in digital humanities 重复研究:数字人文学科中复制、再生产、修正、再分析、再调查和再利用的概念空间和术语

International journal of digital humanities Pub Date : 2023-11-06 DOI: 10.1007/s42803-023-00073-y

Christof Schöch

{"title":"Repetitive research: a conceptual space and terminology of replication, reproduction, revision, reanalysis, reinvestigation and reuse in digital humanities","authors":"Christof Schöch","doi":"10.1007/s42803-023-00073-y","DOIUrl":"https://doi.org/10.1007/s42803-023-00073-y","url":null,"abstract":"Abstract This article is motivated by the ‘reproducibility crisis’ that is being discussed intensely in fields such as Psychology or Biology but is also becoming increasingly relevant to Artificial Intelligence, Natural Language Processing and Digital Humanities, not least in the context of Open Science. Using the phrase ‘repetitive research’ as an umbrella term for a range of practices from replication to follow-up research, and with the objective to provide clarity and help establish best practices in this area, this article focuses on two issues: First, the conceptual space of repetitive research is described across five key dimensions, namely those of the research question or hypothesis, the dataset, the method of analysis, the team, and the results or conclusions. Second, building on this new description of the conceptual space and on earlier terminological work, a specific set of terms for recurring scenarios of repetitive research is proposed. For each scenario, its position in the conceptual space is defined, its typical purpose and added value in the research process are discussed, the requirements for enabling it are described, and illustrative examples from the domain of Computational Literary Studies are provided. The key contribution of this article, therefore, is a proposal for a transparent terminology underpinned by a systematic model of the conceptual space of repetitive research.","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135634021","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

On reading and interpreting black box deep neural networks 解读黑盒深度神经网络

International journal of digital humanities Pub Date : 2023-11-01 DOI: 10.1007/s42803-023-00075-w

James E. Dobson

引用次数: 0

eXplainable AI with GPT4 for story analysis and generation: A novel framework for diachronic sentiment analysis 使用GPT4进行故事分析和生成的可解释AI:历时情感分析的新框架

International journal of digital humanities Pub Date : 2023-10-11 DOI: 10.1007/s42803-023-00069-8

Jon Chun, Katherine Elkins

引用次数: 1