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International journal of digital humanities最新文献

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Reproducibility of Indian DH Projects: A case study 印度卫生保健项目的可重复性:一个案例研究
International journal of digital humanities Pub Date : 2023-10-05 DOI: 10.1007/s42803-023-00071-0
Jyothi Justin, Nirmala Menon
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引用次数: 1
Explainability and transparency in the realm of digital humanities: toward a historian XAI 数字人文领域的可解释性和透明性:走向一个历史学家
International journal of digital humanities Pub Date : 2023-10-02 DOI: 10.1007/s42803-023-00070-1
Hassan El-Hajj, Oliver Eberle, Anika Merklein, Anna Siebold, Noga Shlomi, Jochen Büttner, Julius Martinetz, Klaus-Robert Müller, Grégoire Montavon, Matteo Valleriani
{"title":"Explainability and transparency in the realm of digital humanities: toward a historian XAI","authors":"Hassan El-Hajj, Oliver Eberle, Anika Merklein, Anna Siebold, Noga Shlomi, Jochen Büttner, Julius Martinetz, Klaus-Robert Müller, Grégoire Montavon, Matteo Valleriani","doi":"10.1007/s42803-023-00070-1","DOIUrl":"https://doi.org/10.1007/s42803-023-00070-1","url":null,"abstract":"Abstract The recent advancements in the field of Artificial Intelligence (AI) translated to an increased adoption of AI technology in the humanities, which is often challenged by the limited amount of annotated data, as well as its heterogeneity. Despite the scarcity of data it has become common practice to design increasingly complex AI models, usually at the expense of human readability, explainability, and trust. This in turn has led to an increased need for tools to help humanities scholars better explain and validate their models as well as their hypotheses. In this paper, we discuss the importance of employing Explainable AI (XAI) methods within the humanities to gain insights into historical processes as well as ensure model reproducibility and a trustworthy scientific result. To drive our point, we present several representative case studies from the Sphaera project where we analyze a large, well-curated corpus of early modern textbooks using an AI model, and rely on the XAI explanatory outputs to generate historical insights concerning their visual content. More specifically, we show that XAI can be used as a partner when investigating debated subjects in the history of science, such as what strategies were used in the early modern period to showcase mathematical instruments and machines.","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135895083","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: 2
Measuring digital humanities learning requirements in Spanish & English-speaking practitioner communities 测量西班牙语和英语从业者社区的数字人文学习要求
International journal of digital humanities Pub Date : 2023-09-04 DOI: 10.1007/s42803-023-00066-x
Adam Crymble, Charlotte M. H. Im
{"title":"Measuring digital humanities learning requirements in Spanish & English-speaking practitioner communities","authors":"Adam Crymble, Charlotte M. H. Im","doi":"10.1007/s42803-023-00066-x","DOIUrl":"https://doi.org/10.1007/s42803-023-00066-x","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"132 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80884904","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: 0
Reproducibility and non-traditional authorship attribution: Invitatio ad Arma 再现性和非传统作者归属:邀请与武装
International journal of digital humanities Pub Date : 2023-08-31 DOI: 10.1007/s42803-023-00067-w
J. Rudman
{"title":"Reproducibility and non-traditional authorship attribution: Invitatio ad Arma","authors":"J. Rudman","doi":"10.1007/s42803-023-00067-w","DOIUrl":"https://doi.org/10.1007/s42803-023-00067-w","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"24 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87185535","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
Reproducibility, verifiability, and computational historical research 再现性、可验证性和计算历史研究
International journal of digital humanities Pub Date : 2023-08-31 DOI: 10.1007/s42803-023-00068-9
Toby Burrows
{"title":"Reproducibility, verifiability, and computational historical research","authors":"Toby Burrows","doi":"10.1007/s42803-023-00068-9","DOIUrl":"https://doi.org/10.1007/s42803-023-00068-9","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73301184","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
Adjectives and adverbs as stylometric analysis parameters 形容词和副词作为文体分析参数
International journal of digital humanities Pub Date : 2023-05-22 DOI: 10.1007/s42803-023-00065-y
Eugenia Lukin, James Cooper Roberts, David Berdik, Eliana Mugar, P. Juola
{"title":"Adjectives and adverbs as stylometric analysis parameters","authors":"Eugenia Lukin, James Cooper Roberts, David Berdik, Eliana Mugar, P. Juola","doi":"10.1007/s42803-023-00065-y","DOIUrl":"https://doi.org/10.1007/s42803-023-00065-y","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79143146","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
Special issue on digital humanities and East Asian studies 数字人文与东亚研究特刊
International journal of digital humanities Pub Date : 2023-02-01 DOI: 10.1007/s42803-022-00064-5
Alíz Horváth, Hilde De Weerdt
{"title":"Special issue on digital humanities and East Asian studies","authors":"Alíz Horváth, Hilde De Weerdt","doi":"10.1007/s42803-022-00064-5","DOIUrl":"https://doi.org/10.1007/s42803-022-00064-5","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"49 1","pages":"1 - 4"},"PeriodicalIF":0.0,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79162475","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: 0
An interface to view collections of visual art 查看视觉艺术收藏的界面
International journal of digital humanities Pub Date : 2023-01-27 DOI: 10.1007/s42803-022-00061-8
Hermann Pflüger, Gabriel Viehhauser, Rostislav Tumanov
{"title":"An interface to view collections of visual art","authors":"Hermann Pflüger, Gabriel Viehhauser, Rostislav Tumanov","doi":"10.1007/s42803-022-00061-8","DOIUrl":"https://doi.org/10.1007/s42803-022-00061-8","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"111 1","pages":"1-28"},"PeriodicalIF":0.0,"publicationDate":"2023-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88801069","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: 0
DH in Japanese studies, Japanese studies in DH: Recent trends, tools, and concepts 日本研究的博士，日本研究的博士:最近的趋势，工具和概念
International journal of digital humanities Pub Date : 2023-01-24 DOI: 10.1007/s42803-022-00063-6
Alíz Horváth
{"title":"DH in Japanese studies, Japanese studies in DH: Recent trends, tools, and concepts","authors":"Alíz Horváth","doi":"10.1007/s42803-022-00063-6","DOIUrl":"https://doi.org/10.1007/s42803-022-00063-6","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"2017 1","pages":"213-223"},"PeriodicalIF":0.0,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74076628","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: 0
Digital Approaches to Understanding Dongba Pictographs 理解东巴象形文字的数字方法
International journal of digital humanities Pub Date : 2023-01-16 DOI: 10.1007/s42803-022-00057-4
Duoduo Xu
{"title":"Digital Approaches to Understanding Dongba Pictographs","authors":"Duoduo Xu","doi":"10.1007/s42803-022-00057-4","DOIUrl":"https://doi.org/10.1007/s42803-022-00057-4","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"647 1","pages":"131-146"},"PeriodicalIF":0.0,"publicationDate":"2023-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76833000","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
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