A Profound Analysis on the Image of “New Adam” in American Literature with Big Data Text Mining and Processing Technology Based on OCR
- DOI
- 10.2991/978-94-6463-064-0_63How to use a DOI?
- Keywords
- big data; data mining; application of SPSS; OCR technology; national spirit; New Adam; image poetics; evolution; fragmentation; prototype
- Abstract
In the era of big data, with the development and in-depth application of data mining and retrieval, image retrieval, cloud storage and computing, digital text research technology has begun to be applied in literature research. By analyzing and discussing the basic characteristics of big data, this paper reveals the evolution of literary studies in the era of big data, and makes a case study of the image of “New Adam” in American literature. With the development and application of OCR technology, the data mining ability of text information becomes stronger, so we can process and analyze more texts online. This makes our literature research online and digital. In methodology, with the help of image poetic theory and big data technology, literature retrieval, close reading, comparative analysis and cultural research methods are used in the paper. Based on big data mining and comparative analysis, to deeply and comprehensively analyze the American ethnic consciousness and national spirit by analyzing the archetype of the “New Adam” in American literature, its development track, the information and expression in the image as well as the contemporary consciousness as the global epidemic prevention struggle against COVID-19 has aroused deep thinking among scholars on the collective consciousness and national spirit of all ethnic groups. According to the data mining of literary texts by OCR, we can investigate the historical evolution and structural evolution of the prototype of “New Adam” by using SPSS for attribution analysis. The prototype of “New Adam”, which originated from a pattern of the relationship between man and God and between man and man in American social life, emerged in American literature in the 19th century, changed in the first half of the 20th century, and gradually fragmented in the second half of the 20th century, involving in process of evolution as the result of the interaction between internal and external factors. The image of “New Adam” is always charming because of its universal beneficial prototype, intensive and novel information, perfect and full expression and the penetration in the times consciousness.
- Copyright
- © 2023 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Zhengying Wu PY - 2022 DA - 2022/12/27 TI - A Profound Analysis on the Image of “New Adam” in American Literature with Big Data Text Mining and Processing Technology Based on OCR BT - Proceedings of the 2022 3rd International Conference on Big Data and Social Sciences (ICBDSS 2022) PB - Atlantis Press SP - 612 EP - 626 SN - 2589-4900 UR - https://doi.org/10.2991/978-94-6463-064-0_63 DO - 10.2991/978-94-6463-064-0_63 ID - Wu2022 ER -