Appl. Comput. Intell. Soft Comput.最新文献

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Computational Model of Recommender System Intervention 推荐系统干预的计算模型
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.1155/2022/3794551
Adegoke Ojeniyi, S. Ajibade, Christiana Kehinde Obafunmiso, Tawakalit Adegbite-Badmus
{"title":"Computational Model of Recommender System Intervention","authors":"Adegoke Ojeniyi, S. Ajibade, Christiana Kehinde Obafunmiso, Tawakalit Adegbite-Badmus","doi":"10.1155/2022/3794551","DOIUrl":"https://doi.org/10.1155/2022/3794551","url":null,"abstract":"A recommender system is an information selection system that offers preferences to users and enhances their decision-making. This system is commonly implemented in human-computer-interaction (HCI) intervention because of its information filtering and personalization. However, its success rate in decision-making intervention is considered low and the rationale for this is associated with users’ psychological reactance which is causing unsuccessful recommender system interventions. This paper employs a computational model to depict factors that lead to recommender system rejection by users and how these factors can be enhanced to achieve successful recommender system interventions. The study made use of design science research methodology by executing a computational analysis based on an agent-based simulation approach for the model development and implementation. A total of sixteen model concepts were identified and formalized which were implemented in a Matlab environment using three major case conditions as suggested in previous studies. The result of the study provides an explicit comprehension on interplaying of recommender system that generate psychological reactance which is of great importance to recommender system developers and designers to depict how successful recommender system interventions can be achieved without users experiencing reactance and rejection on the system.","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"87 1","pages":"3794551:1-3794551:13"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90664627","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
Extending machine learning prediction capabilities by explainable AI in financial time series prediction 通过可解释的人工智能在金融时间序列预测中扩展机器学习预测能力
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4170455
T. Çelik, Özgür İcan, E. Bulut
{"title":"Extending machine learning prediction capabilities by explainable AI in financial time series prediction","authors":"T. Çelik, Özgür İcan, E. Bulut","doi":"10.2139/ssrn.4170455","DOIUrl":"https://doi.org/10.2139/ssrn.4170455","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"44 1","pages":"109876"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90900566","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: 5
Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework 基于多变量模糊规则的模型及其粒度泛化:一个可视化的可解释框架
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4086695
Yan Li, Xingchen Hu, W. Pedrycz, Fangjie Yang, Zhongliang Liu
{"title":"Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework","authors":"Yan Li, Xingchen Hu, W. Pedrycz, Fangjie Yang, Zhongliang Liu","doi":"10.2139/ssrn.4086695","DOIUrl":"https://doi.org/10.2139/ssrn.4086695","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"7 1","pages":"109958"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88387160","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 policy optimization algorithm based on sample adaptive reuse and dual-clipping for robotic action control 基于样本自适应重用和双裁剪的机器人动作控制策略优化算法
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4194600
Li-yang Zhao, Tianqing Chang, J. Zhang, Lei Zhang, Kaixuan Chu, Libin Guo, D. Kong
{"title":"A policy optimization algorithm based on sample adaptive reuse and dual-clipping for robotic action control","authors":"Li-yang Zhao, Tianqing Chang, J. Zhang, Lei Zhang, Kaixuan Chu, Libin Guo, D. Kong","doi":"10.2139/ssrn.4194600","DOIUrl":"https://doi.org/10.2139/ssrn.4194600","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"51 1","pages":"109967"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79124682","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 combined mixed integer programming and deep neural network-assisted heuristics algorithm for the nurse rostering problem 基于混合整数规划和深度神经网络辅助的启发式算法的护士排班问题
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4020057
Ziyi Chen, P. D. Causmaecker, Yajie Dou
{"title":"A combined mixed integer programming and deep neural network-assisted heuristics algorithm for the nurse rostering problem","authors":"Ziyi Chen, P. D. Causmaecker, Yajie Dou","doi":"10.2139/ssrn.4020057","DOIUrl":"https://doi.org/10.2139/ssrn.4020057","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"9 1","pages":"109919"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73063352","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
Feature distillation Siamese networks for object tracking 用于目标跟踪的特征蒸馏暹罗网络
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4194603
Hanlin Huang, Guixi Liu, Yi Zhang, Ruke Xiong
{"title":"Feature distillation Siamese networks for object tracking","authors":"Hanlin Huang, Guixi Liu, Yi Zhang, Ruke Xiong","doi":"10.2139/ssrn.4194603","DOIUrl":"https://doi.org/10.2139/ssrn.4194603","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"23 1","pages":"109912"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78129614","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: 3
Complex matrix and multi-feature collaborative learning for polarimetric SAR image classification 复矩阵与多特征协同学习在偏振SAR图像分类中的应用
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4073537
Junfei Shi, Wei Wang, Haiyan Jin, Tiansheng He
{"title":"Complex matrix and multi-feature collaborative learning for polarimetric SAR image classification","authors":"Junfei Shi, Wei Wang, Haiyan Jin, Tiansheng He","doi":"10.2139/ssrn.4073537","DOIUrl":"https://doi.org/10.2139/ssrn.4073537","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"82 1","pages":"109965"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73071451","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: 2
Surrogate-assisted hybrid evolutionary algorithm with local estimation of distribution for expensive mixed-variable optimization problems 昂贵混合变量优化问题的局部分布估计的代理辅助混合进化算法
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4207516
Yongcun Liu, Handing Wang
{"title":"Surrogate-assisted hybrid evolutionary algorithm with local estimation of distribution for expensive mixed-variable optimization problems","authors":"Yongcun Liu, Handing Wang","doi":"10.2139/ssrn.4207516","DOIUrl":"https://doi.org/10.2139/ssrn.4207516","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"83 ","pages":"109957"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73260025","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: 7
Model reference control by recurrent neural network built with paraconsistent neurons for trajectory tracking of a rotary inverted pendulum 基于副一致神经元构建的递归神经网络模型参考控制,用于旋转倒立摆轨迹跟踪
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4113620
A. Carvalho, B. Angélico, J. F. Justo, Alexandre Maniçoba de Oliveira, J. I. S. Filho
{"title":"Model reference control by recurrent neural network built with paraconsistent neurons for trajectory tracking of a rotary inverted pendulum","authors":"A. Carvalho, B. Angélico, J. F. Justo, Alexandre Maniçoba de Oliveira, J. I. S. Filho","doi":"10.2139/ssrn.4113620","DOIUrl":"https://doi.org/10.2139/ssrn.4113620","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"203 1","pages":"109927"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80267847","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: 5
Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients 边缘检测和图形神经网络分类乳房x线照片:越南患者数据集的案例研究
Appl. Comput. Intell. Soft Comput. Pub Date : 2022-12-01 DOI: 10.2139/ssrn.4107051
Linh T. Duong, Cong Q. Chu, Phuong T. Nguyen, S. T. Nguyen, Binh Q. Tran
{"title":"Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients","authors":"Linh T. Duong, Cong Q. Chu, Phuong T. Nguyen, S. T. Nguyen, Binh Q. Tran","doi":"10.2139/ssrn.4107051","DOIUrl":"https://doi.org/10.2139/ssrn.4107051","url":null,"abstract":"","PeriodicalId":8218,"journal":{"name":"Appl. Comput. Intell. Soft Comput.","volume":"154 1","pages":"109974"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88390557","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: 2
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