Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review | Journal of Data Science and Intelligent Systems

<!DOCTYPE html> <html lang="en" xml:lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title> Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review | Journal of Data Science and Intelligent Systems </title> <link rel="icon" href="https://ojs.bonviewpress.com/public/journals/7/favicon_en_US.png"> <meta name="generator" content="Open Journal Systems 3.4.0.7"> <meta name="gs_meta_revision" content="1.1"/> <meta name="citation_journal_title" content="Journal of Data Science and Intelligent Systems"/> <meta name="citation_journal_abbrev" content="JDSIS"/> <meta name="citation_issn" content="2972-3841"/> <meta name="citation_author" content="Na Luo"/> <meta name="citation_author_institution" content="School of Software Engineering, Chengdu University of Information Technology, China"/> <meta name="citation_author" content="Hua Yu"/> <meta name="citation_author_institution" content="Chengdu Center of China Electronic Port Data Center, China"/> <meta name="citation_author" content="Zeqing You"/> <meta name="citation_author_institution" content="Chengdu Center of China Electronic Port Data Center, China"/> <meta name="citation_author" content="Yao Li"/> <meta name="citation_author_institution" content="School of Software Engineering, Chengdu University of Information Technology, China"/> <meta name="citation_author" content="Tunan Zhou"/> <meta name="citation_author_institution" content="Chengdu Center of China Electronic Port Data Center, China"/> <meta name="citation_author" content="Yuwei Jiao"/> <meta name="citation_author_institution" content="Sichuan Digital Transportation Technology Co., Ltd., China"/> <meta name="citation_author" content="Nan Han"/> <meta name="citation_author_institution" content="School of Management, Chengdu University of Information Technology, China"/> <meta name="citation_author" content="Chenxu Liu"/> <meta name="citation_author_institution" content="School of Software Engineering, Chengdu University of Information Technology, China"/> <meta name="citation_author" content="Zihan Jiang"/> <meta name="citation_author_institution" content="School of Software Engineering, Chengdu University of Information Technology, China"/> <meta name="citation_author" content="Shaojie Qiao"/> <meta name="citation_author_institution" content="School of Software Engineering, Chengdu University of Information Technology, China"/> <meta name="citation_title" content="Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review"/> <meta name="citation_language" content="en"/> <meta name="citation_date" content="2023/06/16"/> <meta name="citation_volume" content="1"/> <meta name="citation_issue" content="1"/> <meta name="citation_firstpage" content="2"/> <meta name="citation_lastpage" content="11"/> <meta name="citation_doi" content="10.47852/bonviewJDSIS32021078"/> <meta name="citation_abstract_html_url" content="https://ojs.bonviewpress.com/index.php/jdsis/article/view/1078"/> <meta name="citation_abstract" xml:lang="en" content="With the rapid growth in foreign trade business and the continuous expansion of customs functions, the amount of data obtained by customs monitoring systems has drastically increased, and risk management techniques have been widely used in the customs field. Risk assessment, as an important part of risk management, can help departments of customs to understand the possibility and impact of risks in advance. Assessing the risks of import and export enterprises is an important task for customs. However, the assessment is challenging because of the large-scale of data, rapidly changing information, and inherent fuzziness. To address this issue, this survey summarizes the existing risk assessment methods, combines the preliminaries of fuzzy logic and neural networks, and applies the representative risk assessment models in the risk assessment of import and export enterprises. The risk assessment models based on fuzzy logic and neural networks can handle vague and uncertain data and improve the efficiency of risk assessment through adaptive and learning capabilities. The combination of theoretical and simple case suggests that the risk assessment method based on fuzzy logic and neural networks has good feasibility for import and export enterprises and provides valuable references for developing effective risk assessment models of import and export enterprises in the future. 聽 Received: 30聽April 2023 | Revised: 14聽June 2023 | Accepted: 16 June 2023 聽 Conflicts of Interest: Shaojie Qiao is the Editor-in-Chief for Journal of Data Science and Intelligent Systems聽and was not involved in the editorial review or the decision to publish this article. The authors declare that they have no conflicts of interest to this work."/> <meta name="citation_keywords" xml:lang="en" content="customs risk assessment"/> <meta name="citation_keywords" xml:lang="en" content="fuzzy logic"/> <meta name="citation_keywords" xml:lang="en" content="neural network"/> <meta name="citation_keywords" xml:lang="en" content="risk management"/> <meta name="citation_pdf_url" content="https://ojs.bonviewpress.com/index.php/jdsis/article/download/1078/510"/> <link rel="schema.DC" href="http://purl.org/dc/elements/1.1/" /> <meta name="DC.Creator.PersonalName" content="Na Luo"/> <meta name="DC.Creator.PersonalName" content="Hua Yu"/> <meta name="DC.Creator.PersonalName" content="Zeqing You"/> <meta name="DC.Creator.PersonalName" content="Yao Li"/> <meta name="DC.Creator.PersonalName" content="Tunan Zhou"/> <meta name="DC.Creator.PersonalName" content="Yuwei Jiao"/> <meta name="DC.Creator.PersonalName" content="Nan Han"/> <meta name="DC.Creator.PersonalName" content="Chenxu Liu"/> <meta name="DC.Creator.PersonalName" content="Zihan Jiang"/> <meta name="DC.Creator.PersonalName" content="Shaojie Qiao"/> <meta name="DC.Date.created" scheme="ISO8601" content="2023-06-16"/> <meta name="DC.Date.dateSubmitted" scheme="ISO8601" content="2023-05-17"/> <meta name="DC.Date.issued" scheme="ISO8601" content="2023-07-20"/> <meta name="DC.Date.modified" scheme="ISO8601" content="2024-11-07"/> <meta name="DC.Description" xml:lang="en" content="With the rapid growth in foreign trade business and the continuous expansion of customs functions, the amount of data obtained by customs monitoring systems has drastically increased, and risk management techniques have been widely used in the customs field. Risk assessment, as an important part of risk management, can help departments of customs to understand the possibility and impact of risks in advance. Assessing the risks of import and export enterprises is an important task for customs. However, the assessment is challenging because of the large-scale of data, rapidly changing information, and inherent fuzziness. To address this issue, this survey summarizes the existing risk assessment methods, combines the preliminaries of fuzzy logic and neural networks, and applies the representative risk assessment models in the risk assessment of import and export enterprises. The risk assessment models based on fuzzy logic and neural networks can handle vague and uncertain data and improve the efficiency of risk assessment through adaptive and learning capabilities. The combination of theoretical and simple case suggests that the risk assessment method based on fuzzy logic and neural networks has good feasibility for import and export enterprises and provides valuable references for developing effective risk assessment models of import and export enterprises in the future. 聽 Received: 30聽April 2023 | Revised: 14聽June 2023 | Accepted: 16 June 2023 聽 Conflicts of Interest: Shaojie Qiao is the Editor-in-Chief for Journal of Data Science and Intelligent Systems聽and was not involved in the editorial review or the decision to publish this article. The authors declare that they have no conflicts of interest to this work."/> <meta name="DC.Format" scheme="IMT" content="application/pdf"/> <meta name="DC.Identifier" content="1078"/> <meta name="DC.Identifier.pageNumber" content="2-11"/> <meta name="DC.Identifier.DOI" content="10.47852/bonviewJDSIS32021078"/> <meta name="DC.Identifier.URI" content="https://ojs.bonviewpress.com/index.php/jdsis/article/view/1078"/> <meta name="DC.Language" scheme="ISO639-1" content="en"/> <meta name="DC.Rights" content="Copyright (c) 2023 Authors"/> <meta name="DC.Rights" content="https://creativecommons.org/licenses/by/4.0/"/> <meta name="DC.Source" content="Journal of Data Science and Intelligent Systems"/> <meta name="DC.Source.ISSN" content="2972-3841"/> <meta name="DC.Source.Issue" content="1"/> <meta name="DC.Source.Volume" content="1"/> <meta name="DC.Source.URI" content="https://ojs.bonviewpress.com/index.php/jdsis"/> <meta name="DC.Subject" xml:lang="en" content="customs risk assessment"/> <meta name="DC.Subject" xml:lang="en" content="fuzzy logic"/> <meta name="DC.Subject" xml:lang="en" content="neural network"/> <meta name="DC.Subject" xml:lang="en" content="risk management"/> <meta name="DC.Title" content="Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review"/> <meta name="DC.Type" content="Text.Serial.Journal"/> <meta name="DC.Type.articleType" content="Review"/> <link rel="stylesheet" href="https://ojs.bonviewpress.com/index.php/jdsis/$$$call$$$/page/page/css?name=stylesheet" type="text/css" /><link rel="stylesheet" href="https://ojs.bonviewpress.com/index.php/jdsis/$$$call$$$/page/page/css?name=font" type="text/css" /><link rel="stylesheet" href="https://ojs.bonviewpress.com/lib/pkp/styles/fontawesome/fontawesome.css?v=3.4.0.7" type="text/css" /><style type="text/css">.pkp_structure_head { background: center / cover no-repeat url("https://ojs.bonviewpress.com/public/journals/7/homepageImage_en_US.png");}</style><link rel="stylesheet" href="https://ojs.bonviewpress.com/plugins/generic/orcidProfile/css/orcidProfile.css?v=3.4.0.7" type="text/css" /><link rel="stylesheet" href="https://ojs.bonviewpress.com/public/journals/7/styleSheet.css?d=2023-01-16+16%3A41%3A36" type="text/css" /><link rel="stylesheet" href="https://ojs.bonviewpress.com/plugins/generic/citationStyleLanguage/css/citationStyleLanguagePlugin.css?v=3.4.0.7" type="text/css" /> </head> <body class="pkp_page_article pkp_op_view" dir="ltr"> <div class="pkp_structure_page"> <header class="pkp_structure_head" id="headerNavigationContainer" role="banner"> <nav class="cmp_skip_to_content" aria-label="Jump to content links"> <a href="#pkp_content_main">Skip to main content</a> <a href="#siteNav">Skip to main navigation menu</a> <a href="#pkp_content_footer">Skip to site footer</a> </nav> <div class="pkp_head_wrapper"> <div class="pkp_site_name_wrapper"> <button class="pkp_site_nav_toggle"> <span>Open Menu</span> </button> <div class="pkp_site_name"> <a href=" https://ojs.bonviewpress.com/index.php/jdsis/index " class="is_text">Journal of Data Science and Intelligent Systems</a> </div> </div> <nav class="pkp_site_nav_menu" aria-label="Site Navigation"> <a id="siteNav"></a> <div class="pkp_navigation_primary_row"> <div class="pkp_navigation_primary_wrapper"> <ul id="navigationPrimary" class="pkp_navigation_primary pkp_nav_list"> <li class=""> <a href="http://ojs.bonviewpress.com/index.php/jdsis/index"> HOME </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/about"> ABOUT </a> <ul> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/aims_and_scope"> Aims and Scope </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/JM"> Journal Metrics </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/indexing"> Indexing & Abstracting </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/about/privacy"> Privacy Statement </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/contact"> Contact </a> </li> </ul> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/browse"> BROWSE </a> <ul> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/view/onlinefirst"> Online First </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/current"> Current Issue </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/archive"> All Issues </a> </li> </ul> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/contribute"> CONTRIBUTE </a> <ul> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/about/submissions"> Author Guidelines </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/oa"> Open Access </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/peer_review_process"> Peer Review Process </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/pe"> Publishing Ethics </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/for_reviewers"> For Reviewers </a> </li> </ul> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/edb"> EDITORIAL BOARD </a> </li> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/special_issues"> SPECIAL ISSUES </a> <ul> <li class=""> <a href="https://ojs.bonviewpress.com/index.php/jdsis/submittingproposal"> Submitting a Proposal </a> </li> </ul> </li> </ul> <div class="pkp_navigation_search_wrapper"> <a href="https://ojs.bonviewpress.com/index.php/index/search" class="pkp_search pkp_search_desktop"> <span class="fa fa-search" aria-hidden="true"></span> Search </a> </div> </div> </div> <div class="pkp_navigation_user_wrapper" id="navigationUserWrapper"> <ul id="navigationUser" class="pkp_navigation_user pkp_nav_list"> <li class="profile"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/user/register"> Register </a> </li> <li class="profile"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/browse"> BROWSE </a> </li> <li class="profile"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/login"> Login </a> </li> </ul> </div> </nav> </div> </header> <div class="pkp_structure_content has_sidebar"> <div class="pkp_structure_main" role="main"> <a id="pkp_content_main"></a> <div class="page page_article"> <nav class="cmp_breadcrumbs" role="navigation" aria-label="You are here:"> <ol> <li> <a href="https://ojs.bonviewpress.com/index.php/jdsis/index"> Home </a> <span class="separator">/</span> </li> <li> <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/archive"> Archives </a> <span class="separator">/</span> </li> <li> <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/view/55"> Vol. 1 No. 1 (2023) </a> <span class="separator">/</span> </li> <li class="current" aria-current="page"> <span aria-current="page"> Review </span> </li> </ol> </nav> <article class="obj_article_details"> <h1 class="page_title"> Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review </h1> <div class="row"> <div class="main_entry"> <section class="item authors"> <h2 class="pkp_screen_reader">Authors</h2> <ul class="authors"> <li> <span class="name"> Na Luo </span> <span class="affiliation"> School of Software Engineering, Chengdu University of Information Technology, China </span> </li> <li> <span class="name"> Hua Yu </span> <span class="affiliation"> Chengdu Center of China Electronic Port Data Center, China </span> </li> <li> <span class="name"> Zeqing You </span> <span class="affiliation"> Chengdu Center of China Electronic Port Data Center, China </span> </li> <li> <span class="name"> Yao Li </span> <span class="affiliation"> School of Software Engineering, Chengdu University of Information Technology, China </span> </li> <li> <span class="name"> Tunan Zhou </span> <span class="affiliation"> Chengdu Center of China Electronic Port Data Center, China </span> </li> <li> <span class="name"> Yuwei Jiao </span> <span class="affiliation"> Sichuan Digital Transportation Technology Co., Ltd., China </span> </li> <li> <span class="name"> Nan Han </span> <span class="affiliation"> School of Management, Chengdu University of Information Technology, China </span> </li> <li> <span class="name"> Chenxu Liu </span> <span class="affiliation"> School of Software Engineering, Chengdu University of Information Technology, China </span> </li> <li> <span class="name"> Zihan Jiang </span> <span class="affiliation"> School of Software Engineering, Chengdu University of Information Technology, China </span> </li> <li> <span class="name"> Shaojie Qiao </span> <span class="affiliation"> School of Software Engineering, Chengdu University of Information Technology, China </span> <span class="orcid"> <svg class="orcid_icon" viewBox="0 0 256 256" aria-hidden="true"> <style type="text/css"> .st0{fill:#A6CE39;} .st1{fill:#FFFFFF;} </style> <path class="st0" d="M256,128c0,70.7-57.3,128-128,128C57.3,256,0,198.7,0,128C0,57.3,57.3,0,128,0C198.7,0,256,57.3,256,128z"/> <g> <path class="st1" d="M86.3,186.2H70.9V79.1h15.4v48.4V186.2z"/> <path class="st1" d="M108.9,79.1h41.6c39.6,0,57,28.3,57,53.6c0,27.5-21.5,53.6-56.8,53.6h-41.8V79.1z M124.3,172.4h24.5 c34.9,0,42.9-26.5,42.9-39.7c0-21.5-13.7-39.7-43.7-39.7h-23.7V172.4z"/> <path class="st1" d="M88.7,56.8c0,5.5-4.5,10.1-10.1,10.1c-5.6,0-10.1-4.6-10.1-10.1c0-5.6,4.5-10.1,10.1-10.1 C84.2,46.7,88.7,51.3,88.7,56.8z"/> </g> </svg> <a href="https://orcid.org/0000-0002-4703-780X" target="_blank"> https://orcid.org/0000-0002-4703-780X </a> </span> </li> </ul> </section> <section class="item doi"> <h2 class="label"> DOI: </h2> <span class="value"> <a href="https://doi.org/10.47852/bonviewJDSIS32021078"> https://doi.org/10.47852/bonviewJDSIS32021078 </a> </span> </section> <section class="item keywords"> <h2 class="label"> Keywords: </h2> <span class="value"> customs risk assessment, fuzzy logic, neural network, risk management </span> </section> <section class="item abstract"> <h2 class="label">Abstract</h2> <p>With the rapid growth in foreign trade business and the continuous expansion of customs functions, the amount of data obtained by customs monitoring systems has drastically increased, and risk management techniques have been widely used in the customs field. Risk assessment, as an important part of risk management, can help departments of customs to understand the possibility and impact of risks in advance. Assessing the risks of import and export enterprises is an important task for customs. However, the assessment is challenging because of the large-scale of data, rapidly changing information, and inherent fuzziness. To address this issue, this survey summarizes the existing risk assessment methods, combines the preliminaries of fuzzy logic and neural networks, and applies the representative risk assessment models in the risk assessment of import and export enterprises. The risk assessment models based on fuzzy logic and neural networks can handle vague and uncertain data and improve the efficiency of risk assessment through adaptive and learning capabilities. The combination of theoretical and simple case suggests that the risk assessment method based on fuzzy logic and neural networks has good feasibility for import and export enterprises and provides valuable references for developing effective risk assessment models of import and export enterprises in the future.</p> <p>聽</p> <p><strong>Received: </strong>30聽April 2023 <strong>| Revised: </strong>14聽June 2023 <strong>| Accepted:</strong> 16 June 2023</p> <p>聽</p> <p><strong>Conflicts of Interest:</strong></p> <p>Shaojie Qiao is the Editor-in-Chief for <em>Journal of Data Science and Intelligent Systems</em>聽and was not involved in the editorial review or the decision to publish this article. The authors declare that they have no conflicts of interest to this work.</p> </section> <br /><div class="separator"></div><div class="item abstract" id="trendmd-suggestions"></div><script defer src='//js.trendmd.com/trendmd.min.js' data-trendmdconfig='{"website_id":"89269", "element":"#trendmd-suggestions"}'></script> </div> <div class="entry_details"> <div class="item cover_image"> <div class="sub_item"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/view/55"> <img src="https://ojs.bonviewpress.com/public/journals/7/cover_issue_55_en_US.png" alt=""> </a> </div> </div> <div class="item galleys"> <h2 class="pkp_screen_reader"> Downloads </h2> <ul class="value galleys_links"> <li> <a class="obj_galley_link pdf" href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/1078/510"> PDF </a> </li> </ul> </div> <div class="item published"> <section class="sub_item"> <h2 class="label"> Published </h2> <div class="value"> <span>2023-06-16</span> </div> </section> </div> <div class="item issue"> <section class="sub_item"> <h2 class="label"> Issue </h2> <div class="value"> <a class="title" href="https://ojs.bonviewpress.com/index.php/jdsis/issue/view/55"> Vol. 1 No. 1 (2023) </a> </div> </section> <section class="sub_item"> <h2 class="label"> Section </h2> <div class="value"> Review </div> </section> </div> <div class="item copyright"> <h2 class="label"> License </h2> <p>Copyright (c) 2023 Authors</p> <a rel="license" href="https://creativecommons.org/licenses/by/4.0/"><img alt="Creative Commons License" src="//i.creativecommons.org/l/by/4.0/88x31.png" /></a><p>This work is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>.</p> </div> <div class="item citation"> <section class="sub_item citation_display"> <h2 class="label"> How to Cite </h2> <div class="value"> <div id="citationOutput" role="region" aria-live="polite"> <div class="csl-bib-body"> <div class="csl-entry">Luo, N., Yu, H., You, Z., Li, Y., Zhou, T., Jiao, Y., Han, N., Liu, C., Jiang, Z., & Qiao, S. (2023). Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review. <i>Journal of Data Science and Intelligent Systems</i>, <i>1</i>(1), 2-11. <a href="https://doi.org/10.47852/bonviewJDSIS32021078">https://doi.org/10.47852/bonviewJDSIS32021078</a></div> </div> </div> <div class="citation_formats"> <button class="citation_formats_button label" aria-controls="cslCitationFormats" aria-expanded="false" data-csl-dropdown="true"> More Citation Formats </button> <div id="cslCitationFormats" class="citation_formats_list" aria-hidden="true"> <ul class="citation_formats_styles"> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/acm-sig-proceedings?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/acm-sig-proceedings?submissionId=1078&publicationId=2252&issueId=55&return=json" > ACM </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/acs-nano?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/acs-nano?submissionId=1078&publicationId=2252&issueId=55&return=json" > ACS </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/apa?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/apa?submissionId=1078&publicationId=2252&issueId=55&return=json" > APA </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/associacao-brasileira-de-normas-tecnicas?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/associacao-brasileira-de-normas-tecnicas?submissionId=1078&publicationId=2252&issueId=55&return=json" > ABNT </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/chicago-author-date?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/chicago-author-date?submissionId=1078&publicationId=2252&issueId=55&return=json" > Chicago </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/harvard-cite-them-right?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/harvard-cite-them-right?submissionId=1078&publicationId=2252&issueId=55&return=json" > Harvard </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/ieee?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/ieee?submissionId=1078&publicationId=2252&issueId=55&return=json" > IEEE </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/modern-language-association?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/modern-language-association?submissionId=1078&publicationId=2252&issueId=55&return=json" > MLA </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/turabian-fullnote-bibliography?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/turabian-fullnote-bibliography?submissionId=1078&publicationId=2252&issueId=55&return=json" > Turabian </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/vancouver?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/vancouver?submissionId=1078&publicationId=2252&issueId=55&return=json" > Vancouver </a> </li> <li> <a aria-controls="citationOutput" href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/ama?submissionId=1078&publicationId=2252&issueId=55" data-load-citation data-json-href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/get/ama?submissionId=1078&publicationId=2252&issueId=55&return=json" > AMA </a> </li> </ul> <div class="label"> Download Citation </div> <ul class="citation_formats_styles"> <li> <a href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/download/ris?submissionId=1078&publicationId=2252&issueId=55"> <span class="fa fa-download"></span> Endnote/Zotero/Mendeley (RIS) </a> </li> <li> <a href="https://ojs.bonviewpress.com/index.php/jdsis/citationstylelanguage/download/bibtex?submissionId=1078&publicationId=2252&issueId=55"> <span class="fa fa-download"></span> BibTeX </a> </li> </ul> </div> </div> </div> </section> </div> <div class="item addthis"> <div class="value">  <div class="addthis_toolbox addthis_default_style "> <a class="addthis_button_preferred_1"></a> <a class="addthis_button_preferred_2"></a> <a class="addthis_button_preferred_3"></a> <a class="addthis_button_preferred_4"></a> <a class="addthis_button_compact"></a> <a class="addthis_counter addthis_bubble_style"></a> </div> <script type="text/javascript" src="//s7.addthis.com/js/250/addthis_widget.js#pubid="></script>  </div> </div> <div class="item funders"> <h2 class="label">Funding data</h2> <div class="value"> <ul> <li> <a href="https://search.crossref.org/funding?q=100012542">Sichuan Province Science and Technology Support Program</a> <br /> Grant numbers 2022NSFSC0511 </li> <li> <a href="https://search.crossref.org/funding?q=100012542">Sichuan Province Science and Technology Support Program</a> <br /> Grant numbers 2021JDJQ0021 </li> <li> <a href="https://search.crossref.org/funding?q=100012542">Sichuan Province Science and Technology Support Program</a> <br /> Grant numbers 2022YFG0186 </li> <li> <a href="https://search.crossref.org/funding?q=100012542">Sichuan Province Science and Technology Support Program</a> <br /> Grant numbers 2023YFG0027 </li> <li> <a href="https://search.crossref.org/funding?q=501100001809">National Natural Science Foundation of China</a> <br /> Grant numbers 62272066 </li> <li> <a href="https://search.crossref.org/funding?q=501100001809">National Natural Science Foundation of China</a> <br /> Grant numbers 61962006 </li> <li> <a href="https://search.crossref.org/funding?q=501100013139">Humanities and Social Science Fund of Ministry of Education of China</a> <br /> Grant numbers 22YJAZH088 </li> </ul> </div> </div> </div> </div> </article> <div id="articlesBySameAuthorList"> <h3>Most read articles by the same author(s)</h3> <ul> <li> Shaojie Qiao, <a href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/1267"> Inaugural Editorial </a>, <a href="https://ojs.bonviewpress.com/index.php/jdsis/issue/view/55"> Journal of Data Science and Intelligent Systems: Vol. 1 No. 1 (2023) </a> </li> </ul> <div id="articlesBySameAuthorPages"> </div> </div> </div> </div> <div class="pkp_structure_sidebar left" role="complementary"> <div class="pkp_block block_custom" id="customblock-journal-information"> <h2 class="title">Journal Information</h2> <div class="content"> <div class="journalcard__metrics border"><span class="sc-hwwEjo cdchLr"><strong>Editor-in-Chief:</strong> Shaojie Qiao, Chengdu University of Information Technology, China</span></div> <div class="journalcard__metrics border"><span class="sc-hwwEjo cdchLr"><strong>Frequency: </strong>Quarterly</span></div> <div class="journalcard__metrics border"><span class="sc-hwwEjo cdchLr"><strong>Submission to First Decision: </strong>29 days</span></div> <div class="journalcard__metrics border"><span class="sc-hwwEjo cdchLr"><strong>Submission to Acceptance: </strong>93 days</span></div> <div class="journalcard__metrics border"><strong><span class="sc-hwwEjo cdchLr">Accept to Publish: </span></strong><span class="sc-hwwEjo cdchLr">8 days</span></div> <div class="journalcard__metrics border"><span class="sc-hwwEjo cdchLr"><strong>Acceptance Rate: </strong>18%</span></div> <div class="journalcard__metrics border"><span class="sc-kPVwWT hZDpyF"><span class="sc-kPVwWT hZDpyF"><span class="sc-hwwEjo cdchLr"><strong>eISSN: </strong>2972-3841</span></span></span> <div class="journalcard__metrics border"> <p class="journalcard__metrics border">漏 2024  Bon View Publishing Pte Ltd.</p> </div> </div> </div> </div> <div class="pkp_block block_make_submission"> <h2 class="pkp_screen_reader"> Make a Submission </h2> <div class="content"> <a class="block_make_submission_link" href="https://ojs.bonviewpress.com/index.php/jdsis/about/submissions"> Make a Submission </a> </div> </div> <style type="text/css"> .block_announcements_article:not(:last-child) { padding-bottom: 1.5em; border-bottom: 1px solid; } .block_announcements_article { text-align: left; } .block_announcements #show-all{ font-style: italic; } </style> <div class="pkp_block block_announcements"> <h2 class="title">Announcements</h2> <div class="content"> <article class="block_announcements_article"> <h3 class="block_announcements_article_headline"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/announcement/view/94"> JDSIS Has Been Officially Indexed in EBSCO </a> </h3> <time class="block_announcements_article_date" datetime="2024-11-07"> <strong>November 7, 2024</strong> </time> <div class="block_announcements_article_content"> <p>We are delighted to share with you that <em>Journal of Data Science and Intelligent Systems</em> 聽(eISSN: 2972-3841) has been officially indexed by EBSCO! The full text ingestion is still in progress and will be completed at January, 2025.</p> </div> </article> <article class="block_announcements_article"> <h3 class="block_announcements_article_headline"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/announcement/view/72"> STM Membership Announcement </a> </h3> <time class="block_announcements_article_date" datetime="2024-04-24"> <strong>April 24, 2024</strong> </time> <div class="block_announcements_article_content"> <p>Bon View Publishing Pte. Ltd. proudly announces its membership in the esteemed聽<a href="https://www.stm-assoc.org/"><u>International Association of Scientific, Technical and Medical Publishers(STM)</u></a>, effective 2024. This collaboration marks a significant milestone in advancing global knowledge exchange and promoting cutting-edge research.</p> </div> </article> <a id="show-all" href="https://ojs.bonviewpress.com/index.php/jdsis/announcement">Show all announcements ...</a> </div> </div> <div class="pkp_block block_developed_by"> <div class="content"> <span class="title">Most Read</span> <ul class="most_read"> <li class="most_read_article"> <div class="most_read_article_title"><a href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/656">Applications of Quantum Computing in Health Sector</a></div> <div class="most_read_article_journal"><span class="fa fa-eye"></span> 2017</div> </li> <li class="most_read_article"> <div class="most_read_article_title"><a href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/1078">Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review</a></div> <div class="most_read_article_journal"><span class="fa fa-eye"></span> 1917</div> </li> <li class="most_read_article"> <div class="most_read_article_title"><a href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/885">Analytic Network Process (ANP) Method: A Comprehensive Review of Applications, Advantages, and Limitations</a></div> <div class="most_read_article_journal"><span class="fa fa-eye"></span> 1406</div> </li> <li class="most_read_article"> <div class="most_read_article_title"><a href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/983">3D-STCNN: Spatiotemporal Convolutional Neural Network Based on EEG 3D Features for Detecting Driving Fatigue</a></div> <div class="most_read_article_journal"><span class="fa fa-eye"></span> 1228</div> </li> <li class="most_read_article"> <div class="most_read_article_title"><a href="https://ojs.bonviewpress.com/index.php/jdsis/article/view/1293">Customer Segmentation Using Machine Learning Model: An Application of RFM Analysis</a></div> <div class="most_read_article_journal"><span class="fa fa-eye"></span> 1073</div> </li> </ul> </div> </div> <div class="pkp_block block_keyword_cloud"> <h2 class="title">Keywords</h2> <div class="content" id='wordcloud'></div> <script> function randomColor() { var cores = ['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728', '#9467bd', '#8c564b', '#e377c2', '#7f7f7f', '#bcbd22', '#17becf']; return cores[Math.floor(Math.random()*cores.length)]; } document.addEventListener("DOMContentLoaded", function() { var keywords = [{"text":"financial inclusion","size":1},{"text":"digital wallets","size":1},{"text":"artificial intelligence","size":1},{"text":"machine learning","size":1},{"text":"caribbean sids","size":1},{"text":"sliding window","size":1},{"text":"human fall detection","size":1},{"text":"classification model","size":1},{"text":"tsfresh","size":1},{"text":"auto-sklearn","size":1},{"text":"nmr","size":1},{"text":"phase error correction","size":1},{"text":"nonlinear shrinkage","size":1},{"text":"optimization","size":1},{"text":"delta absolute net minimization (danm)","size":1},{"text":"reproducible research","size":1},{"text":"pseudo random numbers","size":1},{"text":"energy consumption","size":1},{"text":"regression tree","size":1},{"text":"anomaly detection","size":1},{"text":"outlier","size":1},{"text":"robust regression","size":1},{"text":" convolutional neural networks","size":1},{"text":"image recognition","size":1},{"text":"early stopping strategy","size":1},{"text":"defect identification","size":1},{"text":"blockchain technology","size":1},{"text":"continuous learning","size":1},{"text":"deep learning","size":1},{"text":"intrusion detection system","size":1},{"text":"neural networks","size":1},{"text":"deep analytics","size":1},{"text":"knowledge extraction","size":1},{"text":"student performance prediction","size":1},{"text":"data mining","size":1},{"text":"data normalization","size":1},{"text":"data visualization","size":1},{"text":"data indicators","size":1},{"text":"scrum","size":1},{"text":"software development","size":1},{"text":"technical debt","size":1},{"text":"project management","size":1},{"text":"gdpr compliance","size":1},{"text":"health data protection","size":1},{"text":"hospital management systems","size":1},{"text":"general data protection regulation","size":1},{"text":"indoor routing","size":1},{"text":"indoor navigation","size":1},{"text":"indoor positioning","size":1},{"text":"multimodal routing","size":1}]; var totalWeight = 0; var blockWidth = 300; var blockHeight = 200; var transitionDuration = 200; var length_keywords = keywords.length; var layout = d3.layout.cloud(); layout.size([blockWidth, blockHeight]) .words(keywords) .fontSize(function(d) { return fontSize(+d.size); }) .on('end', draw); var svg = d3.select("#wordcloud").append("svg") .attr("viewBox", "0 0 " + blockWidth + " " + blockHeight) .attr("width", '100%'); function update() { var words = layout.words(); fontSize = d3.scaleLinear().range([16, 34]); if (words.length) { fontSize.domain([+words[words.length - 1].size || 1, +words[0].size]); } } keywords.forEach(function(item,index){totalWeight += item.size;}); update(); function draw(words, bounds) { var width = layout.size()[0], height = layout.size()[1]; scaling = bounds ? Math.min( width / Math.abs(bounds[1].x - width / 2), width / Math.abs(bounds[0].x - width / 2), height / Math.abs(bounds[1].y - height / 2), height / Math.abs(bounds[0].y - height / 2), ) / 2 : 1; svg .append("g") .attr( "transform", "translate(" + [width >> 1, height >> 1] + ")scale(" + scaling + ")", ) .selectAll("text") .data(words) .enter().append("text") .style("font-size", function(d) { return d.size + "px"; }) .style("font-family", 'serif') .style("fill", randomColor) .style('cursor', 'pointer') .style('opacity', 0.7) .attr('class', 'keyword') .attr("text-anchor", "middle") .attr("transform", function(d) { return "translate(" + [d.x, d.y] + ")rotate(" + d.rotate + ")"; }) .text(function(d) { return d.text; }) .on("click", function(d, i){ window.location = "https://ojs.bonviewpress.com/index.php/index/search?query=QUERY_SLUG".replace(/QUERY_SLUG/, encodeURIComponent(''+d.text+'')); }) .on("mouseover", function(d, i) { d3.select(this).transition() .duration(transitionDuration) .style('font-size',function(d) { return (d.size + 3) + "px"; }) .style('opacity', 1); }) .on("mouseout", function(d, i) { d3.select(this).transition() .duration(transitionDuration) .style('font-size',function(d) { return d.size + "px"; }) .style('opacity', 0.7); }) .on('resize', function() { update() }); } layout.start(); }); </script> </div> </div> </div> <div class="pkp_structure_footer_wrapper" role="contentinfo"> <a id="pkp_content_footer"></a> <div class="pkp_structure_footer"> <div class="pkp_footer_content"> <p><a href="http://creativecommons.org/licenses/by/4.0/" rel="license"><img style="border-width: 0;" src="https://ojs.bonviewpress.com/public/site/images/admin/88x31.png" alt="Creative Commons License" width="88" height="31" /></a> 聽聽All site content, except where otherwise noted, is licensed under a <a href="http://creativecommons.org/licenses/by/4.0/" rel="license">Creative Commons Attribution 4.0 International License</a>.</p> <p>eISSN: 2972-3841 | Published by <a href="http://www.bonviewpress.com/">Bon View Publishing Pte Ltd.</a></p> <p><strong>Member of</strong></p> <p><img style="width: 900px; height: 70px;" src="https://bonview.oss-ap-southeast-1.aliyuncs.com/resource/ojs-logo-quanji.png" />聽</p> </div> <div class="pkp_brand_footer"> <a href="https://ojs.bonviewpress.com/index.php/jdsis/about/aboutThisPublishingSystem"> <img alt="More information about the publishing system, Platform and Workflow by OJS/PKP." src="https://ojs.bonviewpress.com/templates/images/ojs_brand.png"> </a> </div> </div> </div> </div> <script src="https://ojs.bonviewpress.com/lib/pkp/lib/vendor/components/jquery/jquery.min.js?v=3.4.0.7" type="text/javascript"></script><script src="https://ojs.bonviewpress.com/lib/pkp/lib/vendor/components/jqueryui/jquery-ui.min.js?v=3.4.0.7" type="text/javascript"></script><script src="https://ojs.bonviewpress.com/plugins/themes/default/js/lib/popper/popper.js?v=3.4.0.7" type="text/javascript"></script><script src="https://ojs.bonviewpress.com/plugins/themes/default/js/lib/bootstrap/util.js?v=3.4.0.7" type="text/javascript"></script><script src="https://ojs.bonviewpress.com/plugins/themes/default/js/lib/bootstrap/dropdown.js?v=3.4.0.7" type="text/javascript"></script><script src="https://ojs.bonviewpress.com/plugins/themes/default/js/main.js?v=3.4.0.7" type="text/javascript"></script><script src="https://ojs.bonviewpress.com/plugins/generic/citationStyleLanguage/js/articleCitation.js?v=3.4.0.7" type="text/javascript"></script><script src="https://d3js.org/d3.v4.js?v=3.4.0.7" type="text/javascript"></script><script src="https://cdn.jsdelivr.net/gh/holtzy/D3-graph-gallery@master/LIB/d3.layout.cloud.js?v=3.4.0.7" type="text/javascript"></script><script type="text/javascript"> (function (w, d, s, l, i) { w[l] = w[l] || []; var f = d.getElementsByTagName(s)[0], j = d.createElement(s), dl = l != 'dataLayer' ? '&l=' + l : ''; j.async = true; j.src = 'https://www.googletagmanager.com/gtag/js?id=' + i + dl; f.parentNode.insertBefore(j, f); function gtag(){dataLayer.push(arguments)}; gtag('js', new Date()); gtag('config', i); }) (window, document, 'script', 'dataLayer', 'UA-284252596-1'); </script> </body> </html>

CINXE.COM

Fuzzy Logic and Neural Network-based Risk Assessment Model for Import and Export Enterprises: A Review | Journal of Data Science and Intelligent Systems