Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary
This paper collected forum discussions related to archives in mainland China and analyzed the topics and sentiment trends presented in archives posts in 2019-2020. This paper used the NLPIR platform to perform text preprocessing such as word segmentation, part-of-speech tagging, and word frequency s...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
National Chengchi University Libraries
2022-12-01
|
| Series: | Tūzī yǔ dàng’àn xuékān |
| Subjects: | |
| Online Access: | https://jila.lib.nccu.edu.tw/2022volume-14/142-no-101-dec-2022/6743/ |
| _version_ | 1797824658612944896 |
|---|---|
| author | Yi-Xuan Zhang Chiao-Min Lin |
| author_facet | Yi-Xuan Zhang Chiao-Min Lin |
| author_sort | Yi-Xuan Zhang |
| collection | DOAJ |
| description | This paper collected forum discussions related to archives in mainland China and analyzed the topics and sentiment trends presented in archives posts in 2019-2020. This paper used the NLPIR platform to perform text preprocessing such as word segmentation, part-of-speech tagging, and word frequency statistics. Chinese sentiment vocabulary ontology is then introduced to precede the sentiment analysis. The results showed that the topics that people are most concerned about are generally divided into two types. One is the specific figures and events, the other is the social issues represented by “archival work practice” and “archives access”. In terms of sentiment analysis, the archival affairs forum showed obvious negative emotions when discussing specific people and events; and when it came to the practice of archival work, it showed positive expectations for the archival access. |
| first_indexed | 2024-03-13T10:42:21Z |
| format | Article |
| id | doaj.art-a671842127d9417b89cc5eaf2078a93d |
| institution | Directory Open Access Journal |
| issn | 2412-1800 |
| language | English |
| last_indexed | 2024-03-13T10:42:21Z |
| publishDate | 2022-12-01 |
| publisher | National Chengchi University Libraries |
| record_format | Article |
| series | Tūzī yǔ dàng’àn xuékān |
| spelling | doaj.art-a671842127d9417b89cc5eaf2078a93d2023-05-18T02:47:51ZengNational Chengchi University LibrariesTūzī yǔ dàng’àn xuékān2412-18002022-12-0114216419010.6575/JILA.202212_(101).0005Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs CommentaryYi-Xuan Zhang0Chiao-Min Lin1https://orcid.org/0000-0002-9309-9884Graduate Institute of Library, Information and Archival Studies, National Chengchi UniversityGraduate Institute of Library, Information and Archival Studies, National Chengchi UniversityThis paper collected forum discussions related to archives in mainland China and analyzed the topics and sentiment trends presented in archives posts in 2019-2020. This paper used the NLPIR platform to perform text preprocessing such as word segmentation, part-of-speech tagging, and word frequency statistics. Chinese sentiment vocabulary ontology is then introduced to precede the sentiment analysis. The results showed that the topics that people are most concerned about are generally divided into two types. One is the specific figures and events, the other is the social issues represented by “archival work practice” and “archives access”. In terms of sentiment analysis, the archival affairs forum showed obvious negative emotions when discussing specific people and events; and when it came to the practice of archival work, it showed positive expectations for the archival access.https://jila.lib.nccu.edu.tw/2022volume-14/142-no-101-dec-2022/6743/archive poststext sentiment analysissocial mediaarchive topicsmainland china |
| spellingShingle | Yi-Xuan Zhang Chiao-Min Lin Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary Tūzī yǔ dàng’àn xuékān archive posts text sentiment analysis social media archive topics mainland china |
| title | Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary |
| title_full | Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary |
| title_fullStr | Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary |
| title_full_unstemmed | Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary |
| title_short | Using Digital Humanities Tools to Explore the Implementation of Topic and Sentiment Analysis in Archival Affairs Commentary |
| title_sort | using digital humanities tools to explore the implementation of topic and sentiment analysis in archival affairs commentary |
| topic | archive posts text sentiment analysis social media archive topics mainland china |
| url | https://jila.lib.nccu.edu.tw/2022volume-14/142-no-101-dec-2022/6743/ |
| work_keys_str_mv | AT yixuanzhang usingdigitalhumanitiestoolstoexploretheimplementationoftopicandsentimentanalysisinarchivalaffairscommentary AT chiaominlin usingdigitalhumanitiestoolstoexploretheimplementationoftopicandsentimentanalysisinarchivalaffairscommentary |