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Int. J. Inf. Technol. Decis. Mak.最新文献

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Impact of Reducing Data Plan Costs on the Digital Divide in China: A Digital Lifestyles Perspective 降低数据计划成本对中国数字鸿沟的影响:数字生活方式的视角
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-10-15 DOI: 10.1142/s0219622022500882
Bo Hua, Yun-fei Yuan, Yuho Chung, Jianmin Jia
{"title":"Impact of Reducing Data Plan Costs on the Digital Divide in China: A Digital Lifestyles Perspective","authors":"Bo Hua, Yun-fei Yuan, Yuho Chung, Jianmin Jia","doi":"10.1142/s0219622022500882","DOIUrl":"https://doi.org/10.1142/s0219622022500882","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77907211","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
Graph Distances for Determining Entities Relationships: A Topological Approach to Fraud Detection 确定实体关系的图距离:欺诈检测的拓扑方法
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-09-16 DOI: 10.1142/s0219622022500730
J. Calabuig, H. Falciani, A. Ferrer-Sapena, L. Garcia-Raffi, E. A. Sánchez-Pérez
{"title":"Graph Distances for Determining Entities Relationships: A Topological Approach to Fraud Detection","authors":"J. Calabuig, H. Falciani, A. Ferrer-Sapena, L. Garcia-Raffi, E. A. Sánchez-Pérez","doi":"10.1142/s0219622022500730","DOIUrl":"https://doi.org/10.1142/s0219622022500730","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77733631","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 Innovation and Creative Behavior: the Mediating Effect of Technology Application from Early Adopters 持续创新与创造行为:早期采用者技术应用的中介效应
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-09-09 DOI: 10.1142/s0219622022500699
Sheng-Fang Chou, Jun-You Lin
{"title":"Sustainable Innovation and Creative Behavior: the Mediating Effect of Technology Application from Early Adopters","authors":"Sheng-Fang Chou, Jun-You Lin","doi":"10.1142/s0219622022500699","DOIUrl":"https://doi.org/10.1142/s0219622022500699","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75116161","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
Estimating Returns to Scale of Two-Stage Network Technologies Using Total Scale Elasticity by Considering the Intermediate Output 考虑中间产出的总规模弹性估计两阶段网络技术的规模收益
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-09-09 DOI: 10.1142/s0219622022500705
Tayebe Ahangary, M. Malkhalifeh, F. Lotfi
{"title":"Estimating Returns to Scale of Two-Stage Network Technologies Using Total Scale Elasticity by Considering the Intermediate Output","authors":"Tayebe Ahangary, M. Malkhalifeh, F. Lotfi","doi":"10.1142/s0219622022500705","DOIUrl":"https://doi.org/10.1142/s0219622022500705","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76255629","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
HWMWOA: A Hybrid WMA-WOA Algorithm with Adaptive Cauchy Mutation for Global Optimization and Data Classification HWMWOA:一种用于全局优化和数据分类的自适应柯西突变混合WMA-WOA算法
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-08-30 DOI: 10.1142/s0219622022500675
Jiali Zhang, Haichan Li, Morteza Karimzadeh Parizi
{"title":"HWMWOA: A Hybrid WMA-WOA Algorithm with Adaptive Cauchy Mutation for Global Optimization and Data Classification","authors":"Jiali Zhang, Haichan Li, Morteza Karimzadeh Parizi","doi":"10.1142/s0219622022500675","DOIUrl":"https://doi.org/10.1142/s0219622022500675","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84345511","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: 4
Introducing MOWSCER Method for Multiple Criteria Group Decision-Making: A New Method of Weighting in the Structure of Cause and Effect Relationships 多准则群体决策的MOWSCER方法:一种新的因果关系结构加权方法
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-08-30 DOI: 10.1142/s0219622022500663
R. Davoudabadi, S. Mousavi, E. Zavadskas, Y. Dorfeshan
{"title":"Introducing MOWSCER Method for Multiple Criteria Group Decision-Making: A New Method of Weighting in the Structure of Cause and Effect Relationships","authors":"R. Davoudabadi, S. Mousavi, E. Zavadskas, Y. Dorfeshan","doi":"10.1142/s0219622022500663","DOIUrl":"https://doi.org/10.1142/s0219622022500663","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84302049","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 Tolerance-Based Moderator Guided Heterogeneous Group Decision-Making Involving Experts and End-Users 一种新的基于容忍度的主持人引导专家和终端用户的异质群体决策
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-08-30 DOI: 10.1142/s0219622022500651
Manisha Singh, G. Baranwal, A. Tripathi
{"title":"A Novel Tolerance-Based Moderator Guided Heterogeneous Group Decision-Making Involving Experts and End-Users","authors":"Manisha Singh, G. Baranwal, A. Tripathi","doi":"10.1142/s0219622022500651","DOIUrl":"https://doi.org/10.1142/s0219622022500651","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87831344","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
A Two-Sided Matching Decision-Making Approach with Correlative Criteria Under Probabilistic Linguistic Environment 概率语言环境下具有相关准则的双边匹配决策方法
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-08-24 DOI: 10.1142/s0219622022500596
Xiang Jia, Liang Wang, Yingming Wang, Hui Song
{"title":"A Two-Sided Matching Decision-Making Approach with Correlative Criteria Under Probabilistic Linguistic Environment","authors":"Xiang Jia, Liang Wang, Yingming Wang, Hui Song","doi":"10.1142/s0219622022500596","DOIUrl":"https://doi.org/10.1142/s0219622022500596","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75950199","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
Opinion Mining Using Enriched Joint Sentiment-Topic Model 基于强化联合情感-主题模型的意见挖掘
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-08-24 DOI: 10.1142/s0219622022500584
Amjad Osmani, Jamshid Bagherzadeh Mohasef
{"title":"Opinion Mining Using Enriched Joint Sentiment-Topic Model","authors":"Amjad Osmani, Jamshid Bagherzadeh Mohasef","doi":"10.1142/s0219622022500584","DOIUrl":"https://doi.org/10.1142/s0219622022500584","url":null,"abstract":"","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81378929","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
Modelling Predictability of Airbnb Rental Prices in Post COVID-19 Regime: An Integrated Framework of Transfer Learning, PSO-Based Ensemble Machine Learning and Explainable AI 后COVID-19制度下Airbnb租赁价格的可预测性建模:迁移学习、基于pso的集成机器学习和可解释人工智能的集成框架
Int. J. Inf. Technol. Decis. Mak. Pub Date : 2022-08-24 DOI: 10.1142/s0219622022500602
I. Ghosh, M. Sanyal, D. Pamučar
{"title":"Modelling Predictability of Airbnb Rental Prices in Post COVID-19 Regime: An Integrated Framework of Transfer Learning, PSO-Based Ensemble Machine Learning and Explainable AI","authors":"I. Ghosh, M. Sanyal, D. Pamučar","doi":"10.1142/s0219622022500602","DOIUrl":"https://doi.org/10.1142/s0219622022500602","url":null,"abstract":"In this research, an effort has been put to develop an integrated predictive modeling framework to automatically estimate the rental price of Airbnb units based on listed descriptions and several accommodation-related utilities. This paper considers approximately 0.2 million listings of Airbnb units across seven European cities, Amsterdam, Barcelona, Brussels, Geneva, Istanbul, London, and Milan, after the COVID-19 pandemic for predictive analysis. RoBERTa, a transfer learning framework in conjunction with K-means-based unsupervised text clustering, was used to form a homogeneous grouping of Airbnb units across the cities. Subsequently, particle swarm optimization (PSO) driven advanced ensemble machine learning frameworks have been utilized for predicting rental prices across the formed clusters of respective cities using 32 offer-related features. Additionally, explainable artificial intelligence (AI), an emerging field of AI, has been utilized to interpret the high-end predictive modeling to infer deeper insights into the nature and direction of influence of explanatory features on rental prices at respective locations. The rental prices of Airbnb units in Geneva and Brussels have appeared to be highly predictable, while the units in London and Milan have been found to be less predictable. Different types of amenity offerings largely explain the variation in rental prices across the cities.","PeriodicalId":13527,"journal":{"name":"Int. J. Inf. Technol. Decis. Mak.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86866729","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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