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

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Towards Federated, Semantics-Based Supply Chain Analytics 1

引用

19th International Conference on business information Systems (BIS)

作者： Petersen, Niklas Lange, Christoph Auer, Soeren Frommhold, Marvin Tramp, Sebastian Fraunhofer Inst Intelligent Anal & Informat Syst St Augustin Germany Univ Bonn Enterprise Informat Syst Bonn Germany Univ Leipzig Leipzig Germany Eccenca GmbH Leipzig Germany

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

Supply Chain Management aims at optimizing the flow of goods and services from the producer to the consumer. Closely interconnected enterprises that align their production, logistics and procurement with one another thus enjoy a competitive advantage in the market. To achieve a close alignment, an instant, robust and efficient information flow along the supply chain between and within enterprises is required. However, less efficient human communication is often used instead of automatic systems because of the great diversity of enterprise systems and models. This paper describes an approach and its implementation SCM Intelligence App, which enables the configuration of individual supply chains together with the execution of industry accepted performance metrics. Based on machine-processable supply chain data model (the SCORVoc RDF vocabulary implementing the SCOR standard) and W3C standardized protocols such as SPARQL, the approach represents an alternative to closed software systems, which lack support for inter-organizational supply chain analysis. Finally, we demonstrate the practicality of our approach using a prototypical implementation and a test scenario.

关键词： Supply chain management

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An Ontological Matching Approach for Enterprise Architecture Model Analysis 1

引用

19th International Conference on business information Systems (BIS)

作者： Bakhshandeh, Marzieh Pesquita, Catia Borbinha, Jose INESC ID Informat Syst Grp Lisbon Portugal Univ Lisbon Fac Ciencias LaSIGE Lisbon Portugal Univ Lisbon Inst Super Tecn Lisbon Portugal

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

Enterprise architecture aligns business and information technology through the management of different elements and domains. Performing an integrated analysis of EA models using automated techniques is necessary when EA model representations grow in complexity, in order to support, for example, benchmarking of business processes or assessing compliance with requirements. Moreover, heterogeneity challenges arise from the frequent usage of multiple modelling languages, each based on a specific meta-model that cross-cuts distinct architectural domains. The motivation of this paper is, therefore, to investigate to what extent ontology matching techniques can be used as a means to improve the execution of automated analysis of EA model representations, based on the syntax, structure and semantic heterogeneities of these models. For that, we used AgreementMakerLight, an ontology matching system, to evaluate the matching of EA models based on the ArchiMate and BPMN languages.

关键词： Enterprise architecture Ontology Ontology matching ArchiMate BPMN

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Towards the Omni-Channel: Beacon-Based Services in Retail 1

引用

19th International Conference on business information Systems (BIS)

作者： Thamm, Anja Anke, Jurgen Haugk, Sebastian Radic, Dubravko Univ Leipzig Leipzig Germany Hsch Telekommunikat Leipzig Leipzig Germany

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

The integration of online and offline channels is a key challenge for retailers pursuing an omni-channel strategy to improve consumer experience. The prevalence of smartphones offers an opportunity to connect the physical and digital world. Bluetooth Low Energy beacons are small devices, which send out a signal that can be detected by consumer's smartphones to enable location-based services. However, there are very few documented cases of beacon usage in Germany, whereas they seem to have a much higher adoption in the US. In this paper, we investigate the challenges associated with the use of beacons in retail. Using a survey, we aim to understand the attitude towards beacons-based services from a sample of consumers in Germany.

关键词： Bluetooth beacons Omni-channel Retail Internet of things

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A Methodology for Quality-Based Selection of Internet Data Sources in Maritime Domain 1

引用

19th International Conference on business information Systems (BIS)

作者： Strozyna, Milena Eiden, Gerd Filipiak, Dominik Malyszko, Jacek Wecel, Krzysztof Poznan Univ Econ & Business Poznan Poland LuxSpace Sarl Betzdorf Luxembourg

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

The paper presents a methodology for identification, assessment and selection of internet data sources that shall be used to supplement existing internal data in a continuous manner. Several criteria are specified to help in the selection process. The proposed method is described based on an example of the system for the maritime surveillance purposes, originally developed within the SIMMO research project. As a result, we also present a ranking of concrete data sources. The presented methodology is universal and can be applied to other domains, where internet sources can offer additional data.

关键词： Internet data sources Quality assessment Selection methodology

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Effective Visualizations of Energy Consumption in a Feedback System - A Conjoint Measurement Study 1

引用

19th International Conference on business information Systems (BIS)

作者： Weiss, Tobias Diesing, Madlen Krause, Marco Heinrich, Kai Hilbert, Andreas Tech Univ Dresden Lehrstuhl Wirtschaftsinformat Business Intelligen Munchner Pl 3 D-01187 Dresden Germany T Syst Multimedia Solut GmbH Riesaer Str 5 D-01129 Dresden Germany

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

Sustainable use of energy is one of the guiding principles of today's society. But there is a lack of comprehensive analysis solutions for the energy consumption of private households to provide real insights. In order to provide useful information, feedback systems may be the answer. Numerous studies about feedback systems have been conducted so far and each individual component of such a system has been tested. The combination of these components leads to a dashboard for decision support of private households. Within this study the individual components were combined in several configurations and implemented as a prototype dashboard. A Conjoint measurement is used for evaluation and observation of user preferences collected in over 1,000 questionnaires. The result, an evaluated dashboard, combines several effective feedback elements based on user preferences and helps to save energy based on decision support and transparency.

关键词： Feedback system Smart metering Energy intelligence Decision support Conjoint

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Mapping Between Artefacts and Portfolio Processes from the PMI Standard for Portfolio Management 9th

Mapping Between Artefacts and Portfolio Processes from the P...

引用

9th SIGSAND/PLAIS EuroSymposium

作者： Lima, Ana Monteiro, Paula Fernandes, Gabriela Machado, Ricardo J. CCG ZGDV Inst Guimaraes Portugal Univ Minho ALGORITMI Res Ctr Guimaraes Portugal

ISBN: (纸本)9783319466422;9783319466415

Among the decisions that software development organizations need to take is to define which projects should developed, as these are, ultimately, the reason for their existence. This decision is part of a broader decision-making process than the strictly project management efforts of every day, involving aspects that go beyond the limits of a project itself, such as: strategic alignment, economic viability, risks that an organization is willing to assume, the capacity of available resources and the returns that will be achieved. These concerns are within the scope of project portfolio management. The Project Management Institute (PMI) has developed the ` Standard for Portfolio Management', whose objective is to propose a strategy for project portfolio management throughout processes. This paper presents the dependencies between all portfolio management process and artefact's from that PMI standard with Software Process Engineering Metamodel (SPEM).

关键词： Project portfolio management Processes Artefacts SPEM analysis

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Solving Problems During an Enterprise System Adoption: Does Employees' Age Matter? 9th

Solving Problems During an Enterprise System Adoption: Does ...

引用

9th SIGSAND/PLAIS EuroSymposium

作者： Soja, Ewa Soja, Piotr Paliwoda-Pekosz, Grazyna Cracow Univ Econ Dept Demog Krakow Poland Cracow Univ Econ Dept Comp Sci Krakow Poland

ISBN: (纸本)9783319466422;9783319466415

The current study aims at investigating the role of employees' age in the perception of problems and related solutions during an enterprise system (ES) implementation. On the basis of empirical data gathered from Polish ES practitioners and following grounded theory approach, the taxonomies of problems and solutions to these problems have been developed. Next, an analysis into the differences of problem and solution perceptions depending on respondents age has been conducted. The age-based analysis illustrated the need for cooperation between the youngest and the oldest employees in order to work out effective solutions. The main findings suggest that older employees are able to accurately indicate general problems, while younger workers may work out detailed and effective solutions to these problems. The results also suggest that the middleaged employees have the potential to be the driving force of the implementation project.

关键词： Enterprise systems Adoption Problems Solutions Labor force age Ageing Poland

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Quantitative Analysis of Art Market Using Ontologies, Named Entity Recognition and Machine Learning: A Case Study 1

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19th International Conference on business information Systems (BIS)

作者： Filipiak, Dominik Agt-Rickauer, Henning Hentschel, Christian Filipowska, Agata Sack, Harald Poznan Univ Econ Dept Informat Syst Al Niepodleglosci 10 PL-61875 Poznan Poland Hasso Plattner Inst Prof Dr Helmert Str 2-3 D-14482 Potsdam Germany

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

In the paper we investigate new approaches to quantitative art market research, such as statistical analysis and building of market indices. An ontology has been designed to describe art market data in a unified way. To ensure the quality of information in the knowledge base of the ontology, data enrichment techniques such as named entity recognition (NER) or data linking are also involved. By using techniques from computer vision and machine learning, we predict a style of a painting. This paper comes with a case study example being a detailed validation of our approach.

关键词： Art market Semantic web Linked data Machine learning information retrieval Alternative investment Digital humanities

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A Dynamic Hybrid RBF/Elman Neural Networks for Credit Scoring Using Big Data 1

引用

19th International Conference on business information Systems (BIS)

作者： Djemaiel, Yacine Labidi, Nadia Boudriga, Noureddine Univ Carthage SupCom Commun Networks & Secur Res Lab Tunis Tunisia

ISBN: (数字)9783319394268

ISBN: (纸本)9783319394268;9783319394251

The evaluation of credit applications is among processes that should be conducted in an efficient manner in order to prevent incorrect decisions that may lead to a loss even for the bank or for the credit applicant. Several approaches have been proposed in this context in order to ensure the enhancement of the credit evaluation process by using various artificial intelligence approaches. Even if the proposed schemes have shown their efficiency, the provided decision regarding a credit is not correct in most cases due to the lack of information for a provided criteria, incorrect defined weights for credit criteria, and a missing information regarding a credit applicant. In this paper, we propose a hybrid neural network that ensures the enhancement of the decision for credit applicants data based on a credit scoring by considering the big data related to the context associated to credit criterion which is collected through a period of time. The proposed model ensures the evaluation of credit by using a set of collectors that are deployed through interconnected networks. The efficiency of the proposed model is illustrated through a conducted simulation based on a set of credit applicant's data.

关键词： Credit Neural networks Big data Credit scoring Collectors Context Decision

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Architectural Element Points: Estimating Software Development Effort by Analysis of Logical Architectures 9th

Architectural Element Points: Estimating Software Developmen...

引用

9th SIGSAND/PLAIS EuroSymposium

作者： Alves, Luis M. Ribeiro, Pedro Machado, Ricardo J. Polytechn Inst Braganca Sch Technol & Management Dept Informat & Commun Braganca Portugal Univ Minho Sch Engn Ctr ALGORITMI Guimaraes Portugal

ISBN: (纸本)9783319466422;9783319466415

Empirical studies are important in software engineering to evaluate new tools, techniques, methods and technologies. In object-oriented analysis, use case models describe the functional requirements of a software system, so they can be the basis for software measurement and sizing. The purpose of this study is to develop a new metric called Architectural Element Points (AEPoint) that enables to calculate the effort required to develop a software solution, using the 4-Step Rule Set (4SRS) method. This paper describes a case study with 60 undergraduate students grouped in four teams that developed a software system (Web application) for a real customer. In this study, we used the AEPoint metric to estimate the resources needed to develop a software system. The results of the AEPoint and Use Case Points (UCP) metrics and the real software development effort are compared, conclusions drawn and recommendations are proposed.

关键词： Empirical studies Software engineering management Software quality Software requirements Software metrics

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