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Journal of Decision Systems最新文献

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Formulating the potentials of clustering of event data over multiple entities for decision support: a network embeddings approach 为决策支持制定多个实体上事件数据聚类的潜力:一种网络嵌入方法
Journal of Decision Systems Pub Date : 2023-09-28 DOI: 10.1080/12460125.2023.2263684
Pavlos Delias, Daniela Grigori
{"title":"Formulating the potentials of clustering of event data over multiple entities for decision support: a network embeddings approach","authors":"Pavlos Delias, Daniela Grigori","doi":"10.1080/12460125.2023.2263684","DOIUrl":"https://doi.org/10.1080/12460125.2023.2263684","url":null,"abstract":"ABSTRACTEvent data from business processes evidence their patterns, behaviors, and dysfunctions. Analytics techniques like clustering and sorting can reveal relevant insights, when data are correlated with a single case identifier. However, when multiple entities are involved, unidimensional models are challenged. We introduce a novel method for analyzing business processes involving multiple interacting entity types. Our approach employs embedding representations to capture pairwise similarities among entity types and their interrelationships. An optimization problem encompasses similarity matrices, cross-entity relationship matrices, and embeddings. An iterative algorithm refines this model, yielding embedding representations and cluster assignments for each entity type. Formulating our method across three diverse business scenarios demonstrates its practicality and potential. Our results, through a proof of concept using real-world data, underscore the value of accounting for the multifaceted nature of business processes, showing substantial improvements and qualitative distinctions compared to unidimensional models.KEYWORDS: Process analyticsmultiple entitiesclusteringnetwork embeddingsdecision supportproblem formulation Disclosure statementNo potential conflict of interest was reported by the authors.Notes1. https://www.win.tue.nl/bpi/2017/challenge.html","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135388080","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
Understanding the continuous use of business intelligence: the case of Jordan 了解商业智能的持续使用:Jordan的案例
IF 3.4
Journal of Decision Systems Pub Date : 2023-09-04 DOI: 10.1080/12460125.2023.2253587
Sahar Hayajneh, Yousra Harb
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引用次数: 0
Mitigating cognitive bias with clinical decision support systems: an experimental study 临床决策支持系统减轻认知偏差:一项实验研究
IF 3.4
Journal of Decision Systems Pub Date : 2023-08-08 DOI: 10.1080/12460125.2023.2245215
Alisa Küper, G. Lodde, E. Livingstone, D. Schadendorf, Nicole Krämer
{"title":"Mitigating cognitive bias with clinical decision support systems: an experimental study","authors":"Alisa Küper, G. Lodde, E. Livingstone, D. Schadendorf, Nicole Krämer","doi":"10.1080/12460125.2023.2245215","DOIUrl":"https://doi.org/10.1080/12460125.2023.2245215","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44067349","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
The Effect of Online Deception on Behavioral Intentions towards E-Tailers: The Mediating Roles of E-Shopping Value and E-Trust 网络欺骗对电子零售商行为意向的影响:电子购物价值和电子信任的中介作用
IF 3.4
Journal of Decision Systems Pub Date : 2023-07-28 DOI: 10.1080/12460125.2023.2240616
K. Garrouch, M. Mzoughi, Safa Chaieb
{"title":"The Effect of Online Deception on Behavioral Intentions towards E-Tailers: The Mediating Roles of E-Shopping Value and E-Trust","authors":"K. Garrouch, M. Mzoughi, Safa Chaieb","doi":"10.1080/12460125.2023.2240616","DOIUrl":"https://doi.org/10.1080/12460125.2023.2240616","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43884481","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
Rethinking the role of uncertainty and risk in Marketing 重新思考不确定性和风险在市场营销中的作用
IF 3.4
Journal of Decision Systems Pub Date : 2023-07-06 DOI: 10.1080/12460125.2023.2232570
D. Grimaldi, J. Sallan, Hugo Arboleda, Sapna Sehgal
{"title":"Rethinking the role of uncertainty and risk in Marketing","authors":"D. Grimaldi, J. Sallan, Hugo Arboleda, Sapna Sehgal","doi":"10.1080/12460125.2023.2232570","DOIUrl":"https://doi.org/10.1080/12460125.2023.2232570","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47829327","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
User acceptance test for software development in the agricultural domain using natural language processing 利用自然语言处理进行农业领域软件开发的用户验收测试
IF 3.4
Journal of Decision Systems Pub Date : 2023-06-29 DOI: 10.1080/12460125.2023.2229579
L. Antonelli, G. Camilleri, Diego Torres, Pascale Zaraté
{"title":"User acceptance test for software development in the agricultural domain using natural language processing","authors":"L. Antonelli, G. Camilleri, Diego Torres, Pascale Zaraté","doi":"10.1080/12460125.2023.2229579","DOIUrl":"https://doi.org/10.1080/12460125.2023.2229579","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47661068","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 scalable offline AI-based solution to assist the diseases and plague detection in agriculture 一种可扩展的基于离线人工智能的解决方案，可帮助农业中的疾病和瘟疫检测
IF 3.4
Journal of Decision Systems Pub Date : 2023-06-22 DOI: 10.1080/12460125.2023.2226381
Matías Urbieta, Martin Urbieta, Mauro Pereyra, Tomas Laborde, Guillermo Villarreal, Mariana Del Pino
{"title":"A scalable offline AI-based solution to assist the diseases and plague detection in agriculture","authors":"Matías Urbieta, Martin Urbieta, Mauro Pereyra, Tomas Laborde, Guillermo Villarreal, Mariana Del Pino","doi":"10.1080/12460125.2023.2226381","DOIUrl":"https://doi.org/10.1080/12460125.2023.2226381","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49425681","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
Işık’s and Popovič’s business intelligence success models: a review, consolidation, and expansion Işık和Popovič的商业智能成功模式：回顾、整合和扩展
IF 3.4
Journal of Decision Systems Pub Date : 2023-06-16 DOI: 10.1080/12460125.2023.2222476
Catalina Ramirez-Aristizabal, R. de Oliveira Moraes
{"title":"Işık’s and Popovič’s business intelligence success models: a review, consolidation, and expansion","authors":"Catalina Ramirez-Aristizabal, R. de Oliveira Moraes","doi":"10.1080/12460125.2023.2222476","DOIUrl":"https://doi.org/10.1080/12460125.2023.2222476","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46961428","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
Herding behaviour in peer-to-peer lending: the elaboration likelihood during the COVID-19 crisis 点对点借贷中的羊群行为：新冠肺炎危机期间的细化可能性
IF 3.4
Journal of Decision Systems Pub Date : 2023-06-14 DOI: 10.1080/12460125.2023.2215083
Wafa Bouaynaya, Jacques-Marie Vaslin
{"title":"Herding behaviour in peer-to-peer lending: the elaboration likelihood during the COVID-19 crisis","authors":"Wafa Bouaynaya, Jacques-Marie Vaslin","doi":"10.1080/12460125.2023.2215083","DOIUrl":"https://doi.org/10.1080/12460125.2023.2215083","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":"1 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41458983","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
The importance of theoretical positioning and the relevance of using bibliometrics for literature reviews 理论定位的重要性和使用文献计量学进行文献综述的相关性
IF 3.4
Journal of Decision Systems Pub Date : 2023-06-12 DOI: 10.1080/12460125.2023.2217646
F. Rowe, Nada Kanita, Isabelle Walsh
{"title":"The importance of theoretical positioning and the relevance of using bibliometrics for literature reviews","authors":"F. Rowe, Nada Kanita, Isabelle Walsh","doi":"10.1080/12460125.2023.2217646","DOIUrl":"https://doi.org/10.1080/12460125.2023.2217646","url":null,"abstract":"","PeriodicalId":45565,"journal":{"name":"Journal of Decision Systems","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48776000","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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