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International Journal of Information Technology & Decision Making最新文献

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A Text Mining Approach to Covid-19 Literature Covid-19文献的文本挖掘方法
International Journal of Information Technology & Decision Making Pub Date : 2022-11-30 DOI: 10.1142/s0219622022500870
Fangyao Liu, Daji Ergu, Biao Li, Wei Deng, Zhengxin Chen, G. Lu, Yong Shi
{"title":"A Text Mining Approach to Covid-19 Literature","authors":"Fangyao Liu, Daji Ergu, Biao Li, Wei Deng, Zhengxin Chen, G. Lu, Yong Shi","doi":"10.1142/s0219622022500870","DOIUrl":"https://doi.org/10.1142/s0219622022500870","url":null,"abstract":"The novel coronavirus disease — COVID-19 is a historic catastrophe that has caused many devastating impacts on human life and wellness. Researchers in academia and industry strive to understand the causes of this pandemic disease and find new therapeutics combating it. Consequently, the number of COVID-19 related publications increases rapidly, and it is too difficult for medical researchers and practitioners to keep up with the latest research and development. Literature filtering and categorization, and knowledge discovery can use text mining as a powerful tool. In this paper, we propose a text mining method to explore the categories of COVID-19 related themes and identify the standard methodologies that have been used. We discuss the potential limitations of this preliminary study and present future perspectives related to COVID-19 research. This paper provides an quantitative and qualitative mixed analysis example of using some research papers by data mining method to dig out several hidden information and set up a foundation for data scientists to develop more effective algorithms to deal with COVID-19 related problems.","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129293119","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
The automation of management decisions: A systematic review and research agenda of the factors influencing the decision to increase the level of automation 管理决策的自动化:系统地回顾和研究影响决策的因素，以提高自动化水平
International Journal of Information Technology & Decision Making Pub Date : 2022-11-25 DOI: 10.1142/s021962202330001x
Lorenz Rossmann, A. Wald
{"title":"The automation of management decisions: A systematic review and research agenda of the factors influencing the decision to increase the level of automation","authors":"Lorenz Rossmann, A. Wald","doi":"10.1142/s021962202330001x","DOIUrl":"https://doi.org/10.1142/s021962202330001x","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131379984","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
Improving jobs-resumes classification: A labor Market Intelligence Approach 改进工作简历分类:一种劳动力市场情报方法
International Journal of Information Technology & Decision Making Pub Date : 2022-11-22 DOI: 10.1142/s0219622023500013
Saúl Iván Beristain, Rutilio Rodolfo Lopez Barbosa, E. G. Barriocanal
{"title":"Improving jobs-resumes classification: A labor Market Intelligence Approach","authors":"Saúl Iván Beristain, Rutilio Rodolfo Lopez Barbosa, E. G. Barriocanal","doi":"10.1142/s0219622023500013","DOIUrl":"https://doi.org/10.1142/s0219622023500013","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115386616","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
Can Investors Profit from Utilizing Technical Trading Rules during the COVID-19 Pandemic? 投资者能否在COVID-19大流行期间利用技术交易规则获利?
International Journal of Information Technology & Decision Making Pub Date : 2022-11-22 DOI: 10.1142/s0219622023500025
Min-Yuh Day, Paoyu Huang, Yirung Cheng, Yensen Ni
{"title":"Can Investors Profit from Utilizing Technical Trading Rules during the COVID-19 Pandemic?","authors":"Min-Yuh Day, Paoyu Huang, Yirung Cheng, Yensen Ni","doi":"10.1142/s0219622023500025","DOIUrl":"https://doi.org/10.1142/s0219622023500025","url":null,"abstract":"In the past, it was believed that investors may generate abnormal returns (AR) for trading stocks by employing technical trading rules. However, since the COVID-19 pandemic broke out, stock markets around the world seem to suffer a serious impact. Therefore, whether investors can beat the markets by applying technical trading rules during the period of COVID-19 pandemic becomes an important issue for market participants. The purpose of this study is to examine the profitability of trading stocks with the use of technical trading rules under the COVID-19 pandemic. By trading the constituent stocks of DJ 30 and NASDAQ 100, we find that almost all of the trading rules employed in this study fail to beat the market during the COVID-19 pandemic period, which is different from the results in 2019. The revealed findings of this study may shed light on that investors should adopt technical trading with care when stock markets are seriously affected by black swan events like COVID-19.","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"215 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114847874","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
Evidential supervised classifier system: a new learning classifier system dealing with imperfect information 证据监督分类器系统:一种处理不完全信息的新型学习分类器系统
International Journal of Information Technology & Decision Making Pub Date : 2022-11-16 DOI: 10.1142/s0219622022500997
Rahma Ferjani, Lilia Rejeb, Chedi Abdelkarim, Lamjed Ben Said
{"title":"Evidential supervised classifier system: a new learning classifier system dealing with imperfect information","authors":"Rahma Ferjani, Lilia Rejeb, Chedi Abdelkarim, Lamjed Ben Said","doi":"10.1142/s0219622022500997","DOIUrl":"https://doi.org/10.1142/s0219622022500997","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"101 1-2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132983021","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
Mental health monitoring and detection based on machine learning and iot data 基于机器学习和物联网数据的心理健康监测和检测
International Journal of Information Technology & Decision Making Pub Date : 2022-11-16 DOI: 10.1142/s0219622022500973
Belal Mohsen, O. Al-Khaleel, Abdullah Alfadhly
{"title":"Mental health monitoring and detection based on machine learning and iot data","authors":"Belal Mohsen, O. Al-Khaleel, Abdullah Alfadhly","doi":"10.1142/s0219622022500973","DOIUrl":"https://doi.org/10.1142/s0219622022500973","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"278 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124243767","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
Consistency of Information About Type-2 Fuzzy Preference Relation 二类模糊偏好关系信息的一致性
International Journal of Information Technology & Decision Making Pub Date : 2022-10-29 DOI: 10.1142/s0219622022500900
O. Baskov
{"title":"Consistency of Information About Type-2 Fuzzy Preference Relation","authors":"O. Baskov","doi":"10.1142/s0219622022500900","DOIUrl":"https://doi.org/10.1142/s0219622022500900","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129218754","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
A Novel Hybrid Approach for Intent Creation and Detection using K-means-based Topic Clustering and Heuristic-based Capsule Network 基于k均值的主题聚类和启发式胶囊网络的意图生成和检测混合方法
International Journal of Information Technology & Decision Making Pub Date : 2022-10-28 DOI: 10.1142/s0219622022500924
Chandni Magoo, Manjeet Singh
{"title":"A Novel Hybrid Approach for Intent Creation and Detection using K-means-based Topic Clustering and Heuristic-based Capsule Network","authors":"Chandni Magoo, Manjeet Singh","doi":"10.1142/s0219622022500924","DOIUrl":"https://doi.org/10.1142/s0219622022500924","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126167681","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
A preliminary study on generating criteria priorities series via AHP for decision process of commercial credit applications in Turkey 通过层次分析法在土耳其商业信贷申请决策过程中产生标准优先序列的初步研究
International Journal of Information Technology & Decision Making Pub Date : 2022-10-28 DOI: 10.1142/s0219622022500894
Mehmet Pekkaya, Volkan Zilifli
{"title":"A preliminary study on generating criteria priorities series via AHP for decision process of commercial credit applications in Turkey","authors":"Mehmet Pekkaya, Volkan Zilifli","doi":"10.1142/s0219622022500894","DOIUrl":"https://doi.org/10.1142/s0219622022500894","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127083919","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
SUSTAINABLE SUPPLIER EVALUATION IN AN AUTOMOTIVE COMPANY USING FUZZY MULTI-CRITERIA DECISION MAKING METHODS 基于模糊多准则决策方法的汽车企业可持续供应商评价
International Journal of Information Technology & Decision Making Pub Date : 2022-10-07 DOI: 10.1142/s0219622022500833
Tugce Sisman, Sinem Buyuksaatci Kiris, D. Yilmaz
{"title":"SUSTAINABLE SUPPLIER EVALUATION IN AN AUTOMOTIVE COMPANY USING FUZZY MULTI-CRITERIA DECISION MAKING METHODS","authors":"Tugce Sisman, Sinem Buyuksaatci Kiris, D. Yilmaz","doi":"10.1142/s0219622022500833","DOIUrl":"https://doi.org/10.1142/s0219622022500833","url":null,"abstract":"","PeriodicalId":257183,"journal":{"name":"International Journal of Information Technology & Decision Making","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117050536","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
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