{"title":"Civil service examination records and political independence in the autonomous northeastern region during the second half of the Tang dynasty (755–907 C.E.)","authors":"Wenyi Shang, T. Underwood","doi":"10.1007/s42803-022-00054-7","DOIUrl":"https://doi.org/10.1007/s42803-022-00054-7","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"32 3 1","pages":"41-59"},"PeriodicalIF":0.0,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77225769","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}
{"title":"CLG Authorship Analytics: a library for authorship verification","authors":"Erwan Moreau, Carl Vogel","doi":"10.1007/s42803-022-00051-w","DOIUrl":"https://doi.org/10.1007/s42803-022-00051-w","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"44 1","pages":"5 - 27"},"PeriodicalIF":0.0,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77354375","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}
Ahmed Izzidien, Stephen Fitz, Peter Romero, Bao S Loe, David Stillwell
{"title":"Developing a sentence level fairness metric using word embeddings.","authors":"Ahmed Izzidien, Stephen Fitz, Peter Romero, Bao S Loe, David Stillwell","doi":"10.1007/s42803-022-00049-4","DOIUrl":"10.1007/s42803-022-00049-4","url":null,"abstract":"<p><p>Fairness is a principal social value that is observable in civilisations around the world. Yet, a fairness metric for digital texts that describe even a simple social interaction, e.g., 'The boy hurt the girl' has not been developed. We address this by employing word embeddings that use factors found in a new social psychology literature review on the topic. We use these factors to build fairness vectors. These vectors are used as sentence level measures, whereby each dimension reflects a fairness component. The approach is employed to approximate human perceptions of fairness. The method leverages a pro-social bias within word embeddings, for which we obtain an F1 = 79.8 on a list of sentences using the Universal Sentence Encoder (USE). A second approach, using principal component analysis (PCA) and machine learning (ML), produces an F1 = 86.2. Repeating these tests using Sentence Bidirectional Encoder Representations from Transformers (SBERT) produces an F1 = 96.9 and F1 = 100 respectively. Improvements using subspace representations are further suggested. By proposing a first-principles approach, the paper contributes to the analysis of digital texts along an ethical dimension.</p>","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":" ","pages":"1-36"},"PeriodicalIF":0.0,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9549858/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"33544721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Treating a genre as a database: a digital research methodology for studying Chinese local gazetteers","authors":"Shih-Pei Chen, Calvin Yeh, Sean Wang, Qun Che","doi":"10.1007/s42803-022-00048-5","DOIUrl":"https://doi.org/10.1007/s42803-022-00048-5","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"40 1","pages":"171-193"},"PeriodicalIF":0.0,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76216058","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}
{"title":"Song authorship attribution: a lyrics and rhyme based approach","authors":"Tunç Yılmaz, Tatjana Scheffler","doi":"10.1007/s42803-022-00050-x","DOIUrl":"https://doi.org/10.1007/s42803-022-00050-x","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"83 1","pages":"29 - 44"},"PeriodicalIF":0.0,"publicationDate":"2022-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75831349","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}
{"title":"Computational authorship analysis of the homeric poems","authors":"John Pavlopoulos, M. Konstantinidou","doi":"10.1007/s42803-022-00046-7","DOIUrl":"https://doi.org/10.1007/s42803-022-00046-7","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"25 1","pages":"45 - 64"},"PeriodicalIF":0.0,"publicationDate":"2022-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84986511","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}
{"title":"On uncertain ground: lost landscapes, digital mediation, and site-based research at early Qing Chengde","authors":"Stephen H. Whiteman","doi":"10.1007/s42803-022-00047-6","DOIUrl":"https://doi.org/10.1007/s42803-022-00047-6","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"20 1","pages":"1-35"},"PeriodicalIF":0.0,"publicationDate":"2022-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90048099","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}
{"title":"Web-history: designing a course, shaping the discipline","authors":"N. Povroznik","doi":"10.1007/s42803-022-00045-8","DOIUrl":"https://doi.org/10.1007/s42803-022-00045-8","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"39 1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79880714","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}
{"title":"Capturing stance dynamics in social media: open challenges and research directions","authors":"Rabab Alkhalifa, A. Zubiaga","doi":"10.1007/s42803-022-00043-w","DOIUrl":"https://doi.org/10.1007/s42803-022-00043-w","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"67 1","pages":"115 - 135"},"PeriodicalIF":0.0,"publicationDate":"2022-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78825115","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}
{"title":"Grappling with the scale of born-digital government publications: Toward pipelines for processing and searching millions of PDFs","authors":"B. Lee, Trevor Owens","doi":"10.1007/s42803-022-00042-x","DOIUrl":"https://doi.org/10.1007/s42803-022-00042-x","url":null,"abstract":"","PeriodicalId":91018,"journal":{"name":"International journal of digital humanities","volume":"17 1","pages":"91 - 114"},"PeriodicalIF":0.0,"publicationDate":"2022-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83558305","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}