Pub Date : 2022-07-29DOI: 10.1142/s021962202230004x
Amneh Alamleh, O. Albahri, A. A. Zaidan, A. Alamoodi, A. Albahri, B. Zaidan, Sara Qahtan, A. Ismail, R. Malik, M. Baqer, A. N. Jasim, M. Al-Samarraay
{"title":"Multi-Attribute Decision-Making for Intrusion Detection Systems: A Systematic Review","authors":"Amneh Alamleh, O. Albahri, A. A. Zaidan, A. Alamoodi, A. Albahri, B. Zaidan, Sara Qahtan, A. Ismail, R. Malik, M. Baqer, A. N. Jasim, M. Al-Samarraay","doi":"10.1142/s021962202230004x","DOIUrl":"https://doi.org/10.1142/s021962202230004x","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"601 1","pages":"589-636"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77085342","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}
Pub Date : 2022-07-29DOI: 10.1142/s0219622022500468
Jia‐Yen Huang, Wei-Zhen Lin
In late 2019, the coronavirus began to spread around the world and impact international politics and economies significantly. In the face of the pandemic, stock markets around the world fluctuated sharply. The study aims to investigate the impact of the pandemic on the predictive variables of a stock prediction model, formed using chip-based variables and sentiment variables derived from comments posted on a social media platform. This study first performs feature engineering analysis to identify the indicators suitable for constructing the prediction model. The analysis then establishes a set of phrase rules to assign sentiment scores to the opinions expressed in replies and evaluates the effect on the accuracy of predictions. The results show that the major chip-based indicators affecting changes in the stock market differ before and after the pandemic. Hence, prediction models should be established separately for analysis in either period. In addition, the results indicate that the model relying on reply-based sentiment scores as a predictive variable provides more accurate predictions of stock price change.
{"title":"The Effect of the Coronavirus Pandemic on the Prediction Accuracy of Stock Price","authors":"Jia‐Yen Huang, Wei-Zhen Lin","doi":"10.1142/s0219622022500468","DOIUrl":"https://doi.org/10.1142/s0219622022500468","url":null,"abstract":"In late 2019, the coronavirus began to spread around the world and impact international politics and economies significantly. In the face of the pandemic, stock markets around the world fluctuated sharply. The study aims to investigate the impact of the pandemic on the predictive variables of a stock prediction model, formed using chip-based variables and sentiment variables derived from comments posted on a social media platform. This study first performs feature engineering analysis to identify the indicators suitable for constructing the prediction model. The analysis then establishes a set of phrase rules to assign sentiment scores to the opinions expressed in replies and evaluates the effect on the accuracy of predictions. The results show that the major chip-based indicators affecting changes in the stock market differ before and after the pandemic. Hence, prediction models should be established separately for analysis in either period. In addition, the results indicate that the model relying on reply-based sentiment scores as a predictive variable provides more accurate predictions of stock price change.","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"57 1","pages":"569-588"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77857563","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}
Pub Date : 2022-07-22DOI: 10.1142/s0219622022500432
Aitak Shaddeli, F. S. Gharehchopogh, Mohammad Masdari, Vahid Solouk
{"title":"BFRA: A New Binary Hyper-Heuristics Feature Ranks Algorithm for Feature Selection in High-Dimensional Classification Data","authors":"Aitak Shaddeli, F. S. Gharehchopogh, Mohammad Masdari, Vahid Solouk","doi":"10.1142/s0219622022500432","DOIUrl":"https://doi.org/10.1142/s0219622022500432","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"45 1","pages":"471-536"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84620511","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}
Pub Date : 2022-07-22DOI: 10.1142/s0219622022500420
J. Konaté, Aminata Gueye, P. Zaraté, G. Camilleri
{"title":"Collaborative Decision-Making: A Proposal of an Semi-Automatic Facilitation Based on an Ontology","authors":"J. Konaté, Aminata Gueye, P. Zaraté, G. Camilleri","doi":"10.1142/s0219622022500420","DOIUrl":"https://doi.org/10.1142/s0219622022500420","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"13 1","pages":"447-470"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78624782","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}
Pub Date : 2022-07-15DOI: 10.1142/s0219622022500407
Narendra Kumar Rout, M. Atulkar, M. K. Ahirwal
{"title":"Assimilation of Pair-Wise Comparison Method to Decide Weights of Features Based on the Content of Image","authors":"Narendra Kumar Rout, M. Atulkar, M. K. Ahirwal","doi":"10.1142/s0219622022500407","DOIUrl":"https://doi.org/10.1142/s0219622022500407","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"18 1","pages":"421-446"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82200412","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}
Pub Date : 2022-07-15DOI: 10.1142/s0219622022500365
Salim Jibrin Danbatta, A. Varol
{"title":"Forecasting Foreign Visitors Arrivals Using Hybrid Model and Monte Carlo Simulation","authors":"Salim Jibrin Danbatta, A. Varol","doi":"10.1142/s0219622022500365","DOIUrl":"https://doi.org/10.1142/s0219622022500365","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"38 1","pages":"1859-1878"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76143652","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}
Pub Date : 2022-07-15DOI: 10.1142/s0219622022500377
M. J. S. Noveiri, S. Kordrostami
{"title":"Meta-Frontier Stochastic Cost and Revenue Efficiency Analysis: An Application to Bank Branches","authors":"M. J. S. Noveiri, S. Kordrostami","doi":"10.1142/s0219622022500377","DOIUrl":"https://doi.org/10.1142/s0219622022500377","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"13 1","pages":"1879-1903"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90375293","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}
Pub Date : 2022-07-15DOI: 10.1142/s021962202250033x
Maria Letizia Guerra, C. Magni, Luciano Stefanini
{"title":"Value Creation and Investment Projects: An Application of Fuzzy Sensitivity Analysis to Project Financing Transactions","authors":"Maria Letizia Guerra, C. Magni, Luciano Stefanini","doi":"10.1142/s021962202250033x","DOIUrl":"https://doi.org/10.1142/s021962202250033x","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":"31 1","pages":"1683-1714"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72721908","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}
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