Analyzing Consequences of Artificial Intelligence on Jobs using Topic Modeling and Keyword Extraction

Loveleen Gaur, N. Jhanjhi, Sumedha Bakshi, Pranshi Gupta
{"title":"Analyzing Consequences of Artificial Intelligence on Jobs using Topic Modeling and Keyword Extraction","authors":"Loveleen Gaur, N. Jhanjhi, Sumedha Bakshi, Pranshi Gupta","doi":"10.1109/iciptm54933.2022.9754064","DOIUrl":null,"url":null,"abstract":"Many are awestruck by the changes brought by Artificial Intelligence (AI). The ubiquitous technology has created its place in the job market and is here to stay for years to come. However, the impact of AI on various job sectors is susceptible. While most have welcomed this technology, many are concerned about the effects of AI. AI has led prominent businesses to become more efficient with a lesser workforce. This study aims to analyze and understand the effects of automation on different job tasks and therefore conclude the impact of artificial intelligence on various jobs. The web-based textual analysis techniques are opted to conduct the study. Methodologies like topic modeling and content analysis have been implemented for thorough comprehension.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"18 1","pages":"435-440"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iciptm54933.2022.9754064","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Many are awestruck by the changes brought by Artificial Intelligence (AI). The ubiquitous technology has created its place in the job market and is here to stay for years to come. However, the impact of AI on various job sectors is susceptible. While most have welcomed this technology, many are concerned about the effects of AI. AI has led prominent businesses to become more efficient with a lesser workforce. This study aims to analyze and understand the effects of automation on different job tasks and therefore conclude the impact of artificial intelligence on various jobs. The web-based textual analysis techniques are opted to conduct the study. Methodologies like topic modeling and content analysis have been implemented for thorough comprehension.
利用主题建模和关键词提取分析人工智能对工作的影响
许多人对人工智能(AI)带来的变化感到敬畏。这种无处不在的技术在就业市场上占据了一席之地,并将在未来几年继续存在。然而,人工智能对各个工作领域的影响是容易受到影响的。虽然大多数人欢迎这项技术,但许多人担心人工智能的影响。人工智能让知名企业用更少的劳动力提高了效率。本研究旨在分析和了解自动化对不同工作任务的影响,从而得出人工智能对各种工作的影响。选择基于网络的文本分析技术进行研究。已经实现了主题建模和内容分析等方法,以便全面理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信