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检索条件"丛书名=Lecture Notes in Business Information Processing"

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Balanced Scorecard for Method Improvement: Approach and Experiences 18th

Balanced Scorecard for Method Improvement: Approach and Expe...

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18th International Conference on business Process Modeling, Development and Support (BPMDS) / 22nd International Conference on Evaluation and Modeling Methods for Systems Analysis and Development (EMMSAD)

作者： Sandkuhl, Kurt Seigerroth, Ulf Univ Rostock Albert Einstein Str 22 D-18059 Rostock Germany Jonkoping Univ Sch Engn Box 1026 S-55111 Jonkoping Sweden

ISBN: (纸本)9783319594668;9783319594651

Modelling methods provide structured guidance for performing complex modelling tasks including procedures to be performed, concepts to focus on, visual representations, tools and cooperation principles. Development of methods is an expensive process which usually involves many stakeholders and results in various method iterations. This paper aims at contributing to the field of method improvement by proposing a balanced scorecard based approach and reporting on experiences from developing and using it in the context of a method for information demand analysis. The main contributions of the paper are (1) a description of the process for developing a scorecard for method improvement, (2) the scorecard as such (as a tool) for improving a specific method, and (3) experiences from applying the scorecard in industrial settings.

关键词： Method improvement Balanced scorecard Method engineering information demand analysis method

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Analysing the Quality Evolution of Open Source Software Projects 9th

Analysing the Quality Evolution of Open Source Software Proj...

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9th International Software Quality Days (SWQD) Conference

作者： Aversano, Lerina Guardabascio, Daniela Tortorella, Maria Univ Sannio Dept Engn Via Traiano I-82100 Benevento Italy

ISBN: (纸本)9783319494210;9783319494203

Reuse of software components depends on different aspects of software artifacts. In particular, software quality should be taken into account before considering an open source software for being adopted in an operative context. In this direction, this paper presents a study aimed at assessing the quality of open source software projects along the software project history. The study entails the gathering and analysis of relevant information of some open source projects. The analysis of the considered software projects required the evaluation of the quality of the software products, their attractiveness and community trustworthiness. The related trends are presented as results.

关键词： Open source software

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On the Usage and Benefits of Agile Methods & Practices A Case Study at Bosch Chassis Systems Control 18th

On the Usage and Benefits of Agile Methods & Practices A Cas...

引用

8th International Conference on Agile Processes in Software Engineering and Extreme Programming (XP)

作者： Diebold, Philipp Mayer, Udo Fraunhofer Inst Expt Software Engn Fraunhofer Pl 1 D-67663 Kaiserslautern Germany Bosch Chassis Syst Control Robert Bosch Allee 1 D-74232 Abstatt Germany

ISBN: (纸本)9783319576336;9783319576329

Since software became a major part of the car, we were interested in identifying which agile practices are used and adapted at Bosch automotive. Therefore, we conducted a multi-case study with nine interviews from five Bosch projects. Our results showed a strong focus on Scrum. Most of the Scrum practices are adapted due to the specific project context. Practices from other agile methods, e.g. XP, are used and adapted as well. We further collected the benefits of the practices, most often resulting in improved transparency and planning. The results are used to support automotive projects in selecting and applying agile practices according to their specific process improvement goals.

关键词： Automotive Agile practices Scrum deviations Case study

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Research in Progress on Integrating Health and Environmental Data in Epidemiological Studies

Research in Progress on Integrating Health and Environmental...

引用

19th International Conference on business information Systems (BIS)

作者： Kirsten, Toralf Bumberger, Jan Ivanova, Galina Dietrich, Peter Engel, Christoph Loeffler, Markus Kiess, Wieland Univ Leipzig LIFE Res Ctr Civilizat Dis Leipzig Germany UFZ Helmholtz Ctr Environm Res Dept Monitoring & Explorat Technol Leipzig Germany Univ Leipzig Inst Appl Informat Leipzig Germany Univ Leipzig Informat Syst Inst Leipzig Germany Univ Leipzig Ctr Pediat Res Hosp Children & Adolescent Leipzig Germany Univ Leipzig Inst Med Informat Stat & Epidemiol Leipzig Germany

ISBN: (纸本)9783319524641;9783319524634

Epidemiological studies analyze and monitor the health state of a population. They typically use different methods and techniques to capture and to integrate data of interest before they can be analyzed. As new technologies and, thus, devices are available for data capturing, such as wearables, new requirements arise for current data integration approaches. In this paper, we review current techniques and approaches as well as new trends in data capturing and the resulting requirement for its integration.

关键词： Data integration Spatial-temporal data Environmental data Epidemiological studies

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Declarative Multidimensional Graph Queries 1

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6th European business Intelligence and Big Data Summer School (eBISS)

作者： Voigt, Hannes Tech Univ Dresden Dresden Database Syst Grp D-01062 Dresden Germany

ISBN: (数字)9783319611648

ISBN: (纸本)9783319611648;9783319611631

Graphs have become an ubiquitous type of data, increasing the desire and need to perform analytics on graph data. In this article, we review the fundamental concepts that form the common basis of most declarative graph querying languages. The article conveys a general understanding of these concepts which will help the reader to learn a specific graph query language, rotate between graph query language, and work with graph database system in general. We also provide examples in query languages such as Cypher and SPARQL that illustrate how the discussed concept manifest in specific graph query languages. Further, we take a look at how these concepts of declarative graph query languages can be extended towards declarative multidimensional queries, to facilitate the most fundamental form of analytics on graphs in graph database systems. This helps the reader to develop a fundamental understanding of aggregating graph structure for analytical purposes.

关键词： Graph query language Subgraph matching Subgraph isomorphism Subgraph homomorphism Graph transformation Multidimensional graph query

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Applying the Research on Product-Service Systems to Smart and Connected Products

Applying the Research on Product-Service Systems to Smart an...

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19th International Conference on business information Systems (BIS)

作者： Brehm, Lars Klein, Barbara Munich Univ Appl Sci Stadtpk 20 D-81243 Munich Germany

ISBN: (纸本)9783319524641;9783319524634

Digitalization has changed media and retail industry in the last decades dramatically. Currently the focus switched to physical products enhanced or completely re-thought by digitalization. These products are called smart and connected products by Porter and Heppelmann, as they have smart components (i.e. computing power) in the product and are connected to a product cloud. By that, the products are enhanced with a strong service component. Since the late 90's, there was a substantial amount of research on product-service systems (PSS). In this position paper we analyze the research on PSS and apply it to smart and connected products.

关键词： Digital enterprises Digitalization Digital transformation Product-Service system (PSS) Smart and connected products Servitization

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Classification and Preprocessing in the Stock Data 20th

Classification and Preprocessing in the Stock Data

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20th International Conference on business information Systems (BIS)

作者： Juszczuk, Przemyslaw Kozak, Jan Univ Econ Fac Informat & Commun Dept Knowledge Engn Katowice Poland

ISBN: (纸本)9783319690230;9783319690223

In this paper we deal with the problem of assigning classes to the given market situation. We consider approach in which every market situation can be connected with one of the following decision classes: BUY, SELL or WAIT. Each of two classes: BUY and SELL can be assigned only on the basis of significant rises or drops of the given instrument. In all remaining cases WAIT class is assigned. Such approach allows to be independent of indicator values which nowadays are considered to have the significant prediction power. To achieve the goal we selected various stock instruments and with the use of the preprocessing and data discretization we generated decision tables for every considered datasets. Furthermore, decision trees is built on the basis of generated decision tables. Decision trees are used in the process of classification of newly generated stock data. Presented approach is tested with the use of two independent sets: training set - used to built classifiers - decision classes, and test set - used to estimate accuracy of the generated decision trees. Finally we refer results to other approach in which forex data were used.

关键词： Stock data Machine learning Decision trees Data classification

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Conceiving Hybrid What-If Scenarios Based on Usage Preferences 3rd

Conceiving Hybrid What-If Scenarios Based on Usage Preferenc...

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3rd International Conference on Decision Support System Technology (ICDSST)

作者： Carvalho, Mariana Belo, Orlando Univ Minho Sch Engn Dept Informat ALGORITMI R&D Ctr P-4710057 Braga Portugal

ISBN: (纸本)9783319574875;9783319574868

Nowadays, enterprise managers involved with decision-making processes struggle with numerous problems related to market position or business reputation of their companies. Owning the right and high quality set of information is a crucial factor for developing business activities and gaining competitive advantages on business arenas. However, today retrieving information is not enough anymore. The possibility to simulate hypothetical scenarios without harming the business using What-If analysis tools and to retrieve highly refined information is an interesting way for achieving such business advantages. In a previous work, we introduced a hybridization model that combines What-If analysis and OLAP usage preferences, which helps filter the information and meet the users' needs and business requirements without losing data quality. The main advantage is to provide the user with a way to overcome the difficulties that arise when dealing with the conventional What-If analysis scenario process. In this paper, we show an application of this methodology using a sample database, and compare the results of a conventional What-if process and our methodology. We designed and developed a specific piece of software, which aims to discover the best recommendations for What-If analysis scenarios' parameters using OLAP usage preferences, which incorporates user experience in the definition and analysis of a target decision-making scenario.

关键词： What-If analysis On-Line analytical processing Usage preferences Analysis systems specification Multidimensional databases

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18th International Conference on Enterprise information Systems (ICEIS)

作者： Carvalho, Luiz Olmes Dutra Santos, Lucio Fernandes Machado Traina, Agma Juci Traina, Caetano, Jr. Univ Sao Paulo Inst Math & Comp Sci Sao Carlos SP Brazil Fed Inst Minas Gerais Belo Horizonte MG Brazil Fed Inst North Minas Gerais Montes Claros MG Brazil

ISBN: (纸本)9783319623863;9783319623856

Monitoring systems targeting to improve decision making in emergency scenarios are currently benefiting from crowdsourcing information. The main issue with such kind of data is that the gathered reports quickly become too similar among themselves. Hence, too much similar reports, namely near-duplicates, do not add valuable knowledge to assist crisis control committees in their decision making tasks. The current approaches to detect near-duplicates are usually based on a twofold processing, where the first phase relies on similarity queries or clustering techniques, whereas the second and most computationally costly phase refines the result from the first one. Aimed at reducing that cost and also improving the ability of near-duplication detection, we developed a framework model based on the similarity wide-join database operator. This paper extends the wide-join definition empowering it to surpass its restrictions and provides an efficient algorithm based on pivots that speeds up the entire process, whereas enabling to retrieve the most similar elements in a single-pass. We also investigate alternatives and propose efficient algorithms to choose the pivots. Experiments using real datasets show that our framework is up to three orders of magnitude faster than the competing techniques in the literature, whereas it also improves the quality of the result in about 35%.

关键词： Similarity search Similarity join Query operators Wide-join Near-duplicate detection

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ETL Based Framework for NoSQL Warehousing 14th

ETL Based Framework for NoSQL Warehousing

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14th European, Mediterranean, and Middle Eastern Conference (EMCIS)

作者： Yangui, Rania Nabli, Ahlem Gargouri, Faiez Sfax Univ Inst Comp Sci & Multimedia BP 1030 Sfax Tunisia Sfax Univ Fac Sci BP 1171 Sfax Tunisia

ISBN: (纸本)9783319659305;9783319659299

Over the last few years, NoSQL systems are gaining strong popularity and a number of decision makers are using it to implement their warehouses. Building the ETL process is one of the important tasks of creating NoSQL warehouse. Traditional ETL tools require the structure of the target system to be known at advance. As NoSQL databases are schema-free, this increases the need for extending the existing ETL tool in order to be able to designing schema while integrating data. In spite of the importance of ETL processes in the NoSQL warehousing, little researches have been done in this area due to its complexity. In this paper, we propose an ETL-based platform for transforming a multidimensional conceptual model into document-oriented one. We model the transformation rules using the business Process Modeling Notation (BPMN). The resulting warehouse was evaluated in term of "Write Request Latency" and "Read Request Latency" using TPC-DS benchmark.

关键词： Extract transform and load business Process Modeling Notation NoSQL Data warehouse Transformation rules

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