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A Hybrid Method: Resolving the Impact of Variable Ordering in Bayesian Network Structure Learning 混合方法:解决贝叶斯网络结构学习中变量排序的影响
IF 2
Fudan Journal of the Humanities and Social Sciences Pub Date : 2024-06-28 DOI: 10.1007/s40647-024-00421-4
Minglan Li, Yueqin Hu
{"title":"A Hybrid Method: Resolving the Impact of Variable Ordering in Bayesian Network Structure Learning","authors":"Minglan Li, Yueqin Hu","doi":"10.1007/s40647-024-00421-4","DOIUrl":"https://doi.org/10.1007/s40647-024-00421-4","url":null,"abstract":"<p>In recent years, the development of machine learning has introduced new analytical methods to theoretical research, one of which is Bayesian network—a probabilistic graphical model well-suited for modelling complex non-deterministic systems. A recent study has revealed that the order in which variables are read from data can impact the structure of a Bayesian network (Kitson and Constantinou in The impact of variable ordering on Bayesian Network Structure Learning, 2022. arXiv preprint arXiv:2206.08952). However, in empirical studies, the variable order in a dataset is often arbitrary, leading to unreliable results. To address this issue, this study proposed a hybrid method that combined theory-driven and data-driven approaches to mitigate the impact of variable ordering on the learning of Bayesian network structures. The proposed method was illustrated using an empirical study predicting depression and aggressive behavior in high school students. The results demonstrated that the obtained Bayesian network structure is robust to variable orders and theoretically interpretable. The commonalities and specificities in the network structure of depression and aggressive behavior are both in line with theorical expectations, providing empirical evidence for the validity of the hybrid method.</p>","PeriodicalId":43537,"journal":{"name":"Fudan Journal of the Humanities and Social Sciences","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510589","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
Sustainability Assessment in Mining: A CSR-Based Analysis Model for Social and Environmental Impact 采矿业可持续性评估:基于企业社会责任的社会和环境影响分析模型
IF 2
Fudan Journal of the Humanities and Social Sciences Pub Date : 2024-06-25 DOI: 10.1007/s40647-024-00419-y
Marc Bascompta, M. Yousefian, Carla Vintró, Lluís Sanmiquel, Rafael Rodríguez, María Teresa Yubero
{"title":"Sustainability Assessment in Mining: A CSR-Based Analysis Model for Social and Environmental Impact","authors":"Marc Bascompta, M. Yousefian, Carla Vintró, Lluís Sanmiquel, Rafael Rodríguez, María Teresa Yubero","doi":"10.1007/s40647-024-00419-y","DOIUrl":"https://doi.org/10.1007/s40647-024-00419-y","url":null,"abstract":"<p>A simple approach is proposed to study the main factors related to the mining activity’s impact on society, through a corporate social responsibility (CSR) qualitative analysis based on the type of raw materials extracted, either by mine site or firm. A CSR index is defined by 30 environmental and socioeconomic elements and, subsequently, it is weighted by three primary factors; the recycling rate, the transition to green energy, and geographical conditions. The proposed method is adaptable to any change in raw material needs over time and, depending on the analyzed country or region, is applicable to any type of mineral resource. The system can be used to drive engagement with the different stakeholders, add value to a project, and establish a CSR continuous improvement system.</p>","PeriodicalId":43537,"journal":{"name":"Fudan Journal of the Humanities and Social Sciences","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510590","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
Natural Resources Rent and Finance in the Presence of Corruption Control: An Asymmetric Approach 腐败控制下的自然资源租金与融资:不对称方法
IF 2
Fudan Journal of the Humanities and Social Sciences Pub Date : 2024-06-24 DOI: 10.1007/s40647-024-00418-z
Ibrahim Sambo Farouq, Zunaidah Sulong
{"title":"Natural Resources Rent and Finance in the Presence of Corruption Control: An Asymmetric Approach","authors":"Ibrahim Sambo Farouq, Zunaidah Sulong","doi":"10.1007/s40647-024-00418-z","DOIUrl":"https://doi.org/10.1007/s40647-024-00418-z","url":null,"abstract":"<p>This study empirically examines the nexus between natural resource rent and financial development in the context of the developing economy of Nigeria, between 1990 and 2021, by considering the important role of corruption control under an asymmetric approach. The study further looked at the influence of information technology, and renewable energy, on financial development. The bound test result confirms the existence of a long-term relationship among the variables. This study first uses the nonlinear autoregressive distributive lag (NARDL) model to capture the asymmetry that arises from positive or negative components of natural resource rent. The empirical evidence of the NARDL estimation shows that natural resource rent negatively influences financial development; meanwhile, corruption control boosts financial development and positively moderates this relationship in the Nigerian context. This confirms the existence of a natural resource curse. The results further explained that both information technology, renewable energy, and corruption control enhance financial development. Furthermore, the causality test discovers that there exists a bidirectional causal relationship between financial development and the scrutinized variables. These findings offer valuable policy recommendations for policymakers.</p>","PeriodicalId":43537,"journal":{"name":"Fudan Journal of the Humanities and Social Sciences","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510591","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
Polygonal Types of Lift Fuzzy Real Numbers 提升模糊实数的多边形类型
IF 2
Fudan Journal of the Humanities and Social Sciences Pub Date : 2024-06-16 DOI: 10.1007/s40647-024-00420-5
N. Jayalakshmi, M. M. Shanmugapriya
{"title":"Polygonal Types of Lift Fuzzy Real Numbers","authors":"N. Jayalakshmi, M. M. Shanmugapriya","doi":"10.1007/s40647-024-00420-5","DOIUrl":"https://doi.org/10.1007/s40647-024-00420-5","url":null,"abstract":"","PeriodicalId":43537,"journal":{"name":"Fudan Journal of the Humanities and Social Sciences","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141335663","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 Mythmaking Surrounding Entrepreneurship and the False Promises of the Mamlambo: A Comparative Study 围绕创业的神话和虚假承诺:一项比较研究
IF 0.4 4区 社会学
FOLKLORE Pub Date : 2024-06-14 DOI: 10.1080/0015587x.2024.2321676
Felicity Wood
{"title":"The Mythmaking Surrounding Entrepreneurship and the False Promises of the Mamlambo: A Comparative Study","authors":"Felicity Wood","doi":"10.1080/0015587x.2024.2321676","DOIUrl":"https://doi.org/10.1080/0015587x.2024.2321676","url":null,"abstract":"Contemporary folklore casts light on and is shaped by the socio-economic milieu from which it arises. This article explores one aspect of this: the metaphorical points of comparison between oral ac...","PeriodicalId":45773,"journal":{"name":"FOLKLORE","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141547625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Baldr, Ymir, and the Myth of the First Death in Old Norse Mythology (Part 1) 巴德尔、伊米尔和旧北欧神话中的初死神话(第一部分)
IF 0.4 4区 社会学
FOLKLORE Pub Date : 2024-06-14 DOI: 10.1080/0015587x.2024.2339588
Kristen Mills
{"title":"Baldr, Ymir, and the Myth of the First Death in Old Norse Mythology (Part 1)","authors":"Kristen Mills","doi":"10.1080/0015587x.2024.2339588","DOIUrl":"https://doi.org/10.1080/0015587x.2024.2339588","url":null,"abstract":"This study examines the myth of the death of the Norse god Baldr in a comparative framework. Scholars working in the fields of comparative mythology and religion have long argued that a myth concer...","PeriodicalId":45773,"journal":{"name":"FOLKLORE","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141547624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Some Unpublished Correspondence between William Forsell Kirby and William Alexander Clouston 威廉-福塞尔-柯比与威廉-亚历山大-克劳斯顿之间一些未发表的通信
IF 0.4 4区 社会学
FOLKLORE Pub Date : 2024-06-14 DOI: 10.1080/0015587x.2024.2320036
Paul Cowdell
{"title":"Some Unpublished Correspondence between William Forsell Kirby and William Alexander Clouston","authors":"Paul Cowdell","doi":"10.1080/0015587x.2024.2320036","DOIUrl":"https://doi.org/10.1080/0015587x.2024.2320036","url":null,"abstract":"While neither William Forsell Kirby (1844–1912) nor William Alexander Clouston (1843–96) is entirely unfamiliar, both have been rather eclipsed in our knowledge of the early history of British folk...","PeriodicalId":45773,"journal":{"name":"FOLKLORE","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141547627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
William Francis (Will) Ryan (1937–2023) 威廉-弗朗西斯(威尔)-瑞安(1937-2023)
IF 0.4 4区 社会学
FOLKLORE Pub Date : 2024-06-14 DOI: 10.1080/0015587x.2024.2321687
Caroline Oates
{"title":"William Francis (Will) Ryan (1937–2023)","authors":"Caroline Oates","doi":"10.1080/0015587x.2024.2321687","DOIUrl":"https://doi.org/10.1080/0015587x.2024.2321687","url":null,"abstract":"Published in Folklore (Vol. 135, No. 2, 2024)","PeriodicalId":45773,"journal":{"name":"FOLKLORE","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Traditional Polish Finger Games 波兰传统手指游戏
IF 0.4 4区 社会学
FOLKLORE Pub Date : 2024-06-14 DOI: 10.1080/0015587x.2024.2321043
Barbara Żebrowska-Mazur
{"title":"Traditional Polish Finger Games","authors":"Barbara Żebrowska-Mazur","doi":"10.1080/0015587x.2024.2321043","DOIUrl":"https://doi.org/10.1080/0015587x.2024.2321043","url":null,"abstract":"This article attempts to describe traditional Polish finger games. The constitutive features of the genre of finger play are indicated, as well as the positive impact of the accompanying words on b...","PeriodicalId":45773,"journal":{"name":"FOLKLORE","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141552653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Kusaal Folktales: Communicative Tools for Preserving Indigenous Cultural Values in Ghanaian Marriages 库萨尔民间故事:加纳婚姻中保护土著文化价值观的交流工具
IF 0.4 4区 社会学
FOLKLORE Pub Date : 2024-06-14 DOI: 10.1080/0015587x.2024.2347731
Hasiyatu Abubakari, Adwoa Sikayena Amankwah, Abigail Opoku Mensah
{"title":"Kusaal Folktales: Communicative Tools for Preserving Indigenous Cultural Values in Ghanaian Marriages","authors":"Hasiyatu Abubakari, Adwoa Sikayena Amankwah, Abigail Opoku Mensah","doi":"10.1080/0015587x.2024.2347731","DOIUrl":"https://doi.org/10.1080/0015587x.2024.2347731","url":null,"abstract":"Among the Kusaas of Ghana, folktales convey messages that touch on every aspect of the socio-cultural and socio-economic lives of the people. This study discusses the use of folktales to communicat...","PeriodicalId":45773,"journal":{"name":"FOLKLORE","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"社会学","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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