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Time-to-Event Modelling for Survival and Hazard Analysis of Stroke Clinical Case 脑卒中临床病例生存和风险分析的时间-事件模型
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_2
D. Kriksciuniene, V. Sakalauskas, Ivana Ognjanovic, R. Šendelj
{"title":"Time-to-Event Modelling for Survival and Hazard Analysis of Stroke Clinical Case","authors":"D. Kriksciuniene, V. Sakalauskas, Ivana Ognjanovic, R. Šendelj","doi":"10.1007/978-3-031-04216-4_2","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_2","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81164102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Perception of Test Driven Development in Computer Science - Outline for a Structured Literature Review 计算机科学中测试驱动开发的感知-结构化文献综述大纲
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_13
Erik Lautenschläger
{"title":"The Perception of Test Driven Development in Computer Science - Outline for a Structured Literature Review","authors":"Erik Lautenschläger","doi":"10.1007/978-3-031-04216-4_13","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_13","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73850668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Market Launch and Regulative Assessment of ICT-Based Medical Devices: Case Study and Problem Definition 基于信息通信技术的医疗器械的市场启动和监管评估:案例研究和问题定义
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_27
M. Dabrowski, K. Sandkuhl
{"title":"Market Launch and Regulative Assessment of ICT-Based Medical Devices: Case Study and Problem Definition","authors":"M. Dabrowski, K. Sandkuhl","doi":"10.1007/978-3-031-04216-4_27","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_27","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81072716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Analysis of Highly Ranked BIS Degree Programs 排名靠前的BIS学位课程比较分析
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_9
I. Szabó, Gábor Neusch
{"title":"Comparative Analysis of Highly Ranked BIS Degree Programs","authors":"I. Szabó, Gábor Neusch","doi":"10.1007/978-3-031-04216-4_9","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_9","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89049459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing a Legal Form Classification and Extraction Approach for Company Entity Matching Benchmark of Rule-Based and Machine Learning Approaches 开发一种基于规则和机器学习方法的公司实体匹配基准的法律形式分类和提取方法
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.52825/bis.v1i.44
Felix Kruse, Jan-Philipp Awick, J. Gómez, P. Loos
{"title":"Developing a Legal Form Classification and Extraction Approach for Company Entity Matching Benchmark of Rule-Based and Machine Learning Approaches","authors":"Felix Kruse, Jan-Philipp Awick, J. Gómez, P. Loos","doi":"10.52825/bis.v1i.44","DOIUrl":"https://doi.org/10.52825/bis.v1i.44","url":null,"abstract":"This paper explores the data integration process step record linkage. Thereby we focus on the entity company. For the integration of company data, the company name is a crucial attribute, which often includes the legal form. This legal form is not concise and consistent represented among different data sources, which leads to considerable data quality problems for the further process steps in record linkage. To solve these problems, we classify and ex-tract the legal form from the attribute company name. For this purpose, we iteratively developed four different approaches and compared them in a benchmark. The best approach is a hybrid approach combining a rule set and a supervised machine learning model. With our developed hybrid approach, any company data sets from research or business can be processed. Thus, the data quality for subsequent data processing steps such as record linkage can be improved. Furthermore, our approach can be adapted to solve the same data quality problems in other attributes.","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85903296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
COVID-19-Related Challenges in Business Information Systems Education: Experiences from Slovenia 商业信息系统教育中与covid -19相关的挑战:来自斯洛文尼亚的经验
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_7
Marjeta Marolt, A. Pucihar, G. Lenart, Doroteja Vidmar, Blaz Gasperlin, M. K. Borstnar
{"title":"COVID-19-Related Challenges in Business Information Systems Education: Experiences from Slovenia","authors":"Marjeta Marolt, A. Pucihar, G. Lenart, Doroteja Vidmar, Blaz Gasperlin, M. K. Borstnar","doi":"10.1007/978-3-031-04216-4_7","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_7","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78695266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Generating a Condensed Representation for Positive and Negative Association Rules A Condensed Representation for Association Rules 生成正关联规则和负关联规则的精简表示
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.52825/bis.v1i.40
Parfait Bemarisika, André Totohasina
{"title":"Generating a Condensed Representation for Positive and Negative Association Rules A Condensed Representation for Association Rules","authors":"Parfait Bemarisika, André Totohasina","doi":"10.52825/bis.v1i.40","DOIUrl":"https://doi.org/10.52825/bis.v1i.40","url":null,"abstract":"Given a large collection of transactions containing items, a basic common association rules problem is the huge size of the extracted rule set. Pruning uninteresting and redundant association rules is a promising approach to solve this problem. In this paper, we propose a Condensed Representation for Positive and Negative Association Rules representing non-redundant rules for both exact and approximate association rules based on the sets of frequent generator itemsets, frequent closed itemsets, maximal frequent itemsets, and minimal infrequent itemsets in database B. Experiments on dense (highly-correlated) databases show a significant reduction of the size of extracted association rule set in database B.","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88054743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Fast Payment Systems Dynamics: Lessons from Diffusion of Innovation Models 快速支付系统动力学:来自创新模型扩散的教训
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_31
V. Dostov, P. Shust, S. Krivoruchko
{"title":"Fast Payment Systems Dynamics: Lessons from Diffusion of Innovation Models","authors":"V. Dostov, P. Shust, S. Krivoruchko","doi":"10.1007/978-3-031-04216-4_31","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_31","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82164024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatio-temporal Data Sources Integration with Ontology for Road Accidents Analysis 基于本体的时空数据源集成道路交通事故分析
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_23
A. Volkov, N. Teslya, Georgy Moskvitin, N. Brovin, Evgeny Bochkarev
{"title":"Spatio-temporal Data Sources Integration with Ontology for Road Accidents Analysis","authors":"A. Volkov, N. Teslya, Georgy Moskvitin, N. Brovin, Evgeny Bochkarev","doi":"10.1007/978-3-031-04216-4_23","DOIUrl":"https://doi.org/10.1007/978-3-031-04216-4_23","url":null,"abstract":"","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72982611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Contextual Personality-Aware Recommender System Versus Big Data Recommender System 情境个性感知推荐系统与大数据推荐系统
IF 7.9 3区 管理学
Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.52825/bis.v1i.38
Marcin Szmydt
{"title":"Contextual Personality-Aware Recommender System Versus Big Data Recommender System","authors":"Marcin Szmydt","doi":"10.52825/bis.v1i.38","DOIUrl":"https://doi.org/10.52825/bis.v1i.38","url":null,"abstract":"Many personality theories suggest that personality influences customer shopping preference. Thus, this research analyses the potential ability to improve the accuracy of the collaborative filtering recommender system by incorporating the Five-Factor Model personality traits data obtained from customer text reviews. The study uses a large Amazon dataset with customer reviews and information about verified customer product purchases. However, evaluation results show that the model leveraging big data by using the whole Amazon dataset provides better recommendations than the recommender systems trained in the contexts of the customer personality traits.","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":null,"pages":null},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77347103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","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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