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

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The Security of Internet of Things: Current State and Future Directions 14th

The Security of Internet of Things: Current State and Future...

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

作者： Dahabiyeh, Laila Univ Jordan Sch Business Dept Management Informat Syst Amman Jordan

ISBN: (纸本)9783319659305;9783319659299

Although the technical approach to securing the Internet of Things (IoT) witnesses considerable scholarly efforts, approaching the phenomenon from a social lens received scant attention. In this paper, I address this gap by perceiving the security of IoT as a social process. I view IoT security resulting from collective efforts among different actors. By examining such efforts in three cases;connected cars, wearable technologies, and smart home I shed light on the social process of IoT security and derive valuable insights that can enlighten future directions.

关键词： Internet-of-Things Connected cars Smart home Wearables IS security

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A Framework for Safety-Critical Process Management in Engineering Projects 1

引用

5th IFIP WG 2.6 International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA)

作者： Bala, Saimir Cabanillas, Cristina Haselboeck, Alois Havur, Giray Mendling, Jan Polleres, Axel Sperl, Simon Steyskal, Simon Vienna Univ Econ & Business Vienna Austria Siemens AG Osterreich Corp Technol Vienna Austria

ISBN: (数字)9783319534350

ISBN: (纸本)9783319534350;9783319534343

Complex technical systems, industrial systems or infrastructure systems are rich of customizable features and raise high demands on quality and safety-critical aspects. To create complete, valid and reliable planning and customization process data for a product deployment, an overarching engineering process is crucial for the successful completion of a project. In this paper, we introduce a framework for process management in complex engineering projects which are subject to a large amount of constraints and make use of heterogeneous data sources. In addition, we propose solutions for the framework components and describe a proof-of-concept implementation of the framework as an extension of a well-known BPMS.

关键词： Adaptation Compliance Engineering Process Management Resource management Unstructured data

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Towards Flexible business Processes by Supporting Self-Organizing Groups 5th

Towards Flexible Business Processes by Supporting Self-Organ...

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5th International ERP Future - Research Conference

作者： Illibauer, Christa Natschlager, Christine Software Competence Ctr Hagenberg GmbH Hagenberg Austria

ISBN: (纸本)9783319588018;9783319588001

Self-organizing groups are one of the most flexible and complex type of business process adaptations. The actors of a self-organizing group have to communicate with each other and adjust their activities in order to attain a common goal. A major advantage of self-organizing groups is the possibility to leave parts of the process flow unspecified but define the corresponding activities at run-time based on dynamic coordination. In this publication we summarize the requirements of self-organizing groups and provide an approach on how to use an unconventional process engine to support the participants of self-organizing groups to manage their tasks.

关键词： Process adaptation Self-organizing groups Flexible business processes

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Tracing the Roots of the Organizational Benefits of IT Services 8th

Tracing the Roots of the Organizational Benefits of IT Servi...

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8th International Conference on Exploring Services Science (IESS)

作者： Za, Stefano Braccini, Alessio Maria eCampus Univ Novedrate CO Italy LUISS Guido Carli Univ Rome Italy Univ Tuscia Viterbo Italy

ISBN: (纸本)9783319569253;9783319569246

The study of the organizational impact of information technology services on the value generation process in organizations has a story that spans over several decades. In this stream of research, that goes under the name of IT value, scholars debated over years on the potential existence of a positive link between the presence of IT services and the organizational performance. The field of IT value is ample and continuous. Considering these aspects this paper contributes to the literature by proposing a quantitative analysis of the IT value literature. Our study complements existing studies on the value of IT services, which followed qualitative approaches, focusing on the summarization and systematization of existing literature. This paper presents the results of a longitudinal bibliometric study of the IT value literature based on 435 papers published from 1990. Our analysis shows a growing trend of publications and citations, the existence of a common theoretical foundation for the research stream identified by the most influential and co-cited sources. Our analysis identified the existence of three core research areas inside which most of the IT value discourse is developed. We concluded our research formulating some considerations regarding future IT service value investigations.

关键词： IT services IT value Bibliometric analysis Co-citation analysis

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DEA Based Algorithm for EU Healthcare Efficiency Evaluation 20th

DEA Based Algorithm for EU Healthcare Efficiency Evaluation

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20th International Conference on business information Systems (BIS)

作者： Kriksciuniene, Dalia Sakalauskas, Virgilijus Vilnius Univ Dept Informat Univ Str 3 Vilnius Lithuania

ISBN: (纸本)9783319690230;9783319690223

The problem of efficiency evaluation in healthcare is recently dealt from many perspectives, such as analysis of investment and cost containment, development of country ranking models or designing new indicators for characterizing healthcare status. The article explores the healthcare efficiency in EU countries by applying a DEA (Data Envelopment Analysis) method. The modification of DEA gives several advantages of the proposed model, as it not only computes healthcare efficiency of a country, but it enables to give quantitative characteristics of particular deficiencies which explain differences of efficiency levels;it also. The research results highlight different levels of efficiency of EU healthcare systems determined by hierarchical selection and grouping health-related input characteristics and by comparing them to the financial value of investment. The experimental analysis revealed that DEA-based model allows estimating the limits of increasing efficiency of country healthcare within same expenditure levels.

关键词： Efficiency evaluation Healthcare system Data Envelopment Analysis (DEA) EU countries

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A New Scalable and Performance-Enhancing Bootstrap Aggregating Scheme for Variables Selection Taking Real-World Web Services Resources as a Case 7th

A New Scalable and Performance-Enhancing Bootstrap Aggregati...

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7th International MCETECH Conference on E-Technologies

作者： Djellali, Choukri Adda, Mehdi Univ Quebec Rimouski Math Comp Sci & Engn Dept 300 Allee Ursulines Rimouski PQ G5L 3A1 Canada

ISBN: (纸本)9783319590417;9783319590400

Variables selection is a vital Data Mining technique which is used to select the cost-effective predictors by discarding variables with little or no predictive power. In this paper, we introduce a new conceptual model for variables selection which includes subset generation, Ensemble learning, models selection and validation. Particularly, we addressed the problem of searching for and discarding irrelevant variables, scoring variables by relevance and selecting a subset of the cost-effective predictors. The generalization was seen to improve significantly in terms of recognition accuracy when the proposed system, which is named SPAS, is tested on QoS for Real-World Web Services. Good experimental studies demonstrate the effectiveness of our Wrapper model.

关键词： Data mining Pattern recognition Ensemble learning Models selection Variables selection Bagging Wrapper Web service

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Using Ethological Approaches to Understand Skiers' Behavior in Cable Cars Queues in Order to Improve Overall Satisfaction: An Empirical Study Conducted in the Swiss Alps 8th

Using Ethological Approaches to Understand Skiers' Behavior ...

引用

8th International Conference on Exploring Services Science (IESS)

作者： Fragniere, Emmanuel Gaillet, Valentine Nanchen, Benjamin Ramseyer, Randolf HES SO Serv Design Lab Le Foyer Technopole 1 CH-3960 Sierre Switzerland Univ Bath Bath BA2 7AY Avon England

ISBN: (纸本)9783319569253;9783319569246

In a service quality perspective, the animal behavior of humans (e.g. human ethology) in queues has, to our knowledge, never been observed. This paper provides an empirical exploratory enquiry with the scope to understand skiers' behaviors in cable cars queues in order to improve their overall satisfaction. We carried 82 immersions and 43 semi-directed interviews in the Swiss Alps (Valais), during the scholar vacations of February 2016. Along with the literature review, this research provides hypotheses to better understand the interface between a human queue and a mechanical transportation system. To adjust to the rigid system of the cable cars, our results show that a queue's regulation is mostly based on ethological behavior.

关键词： Queuing theory Human ethology Exploratory study Human behaviors Customer satisfaction Emotional temperature Preventive control Cable cars management

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Analysis of Users Buying Behaviour to Improve the Coupon Marketing 20th

Analysis of Users Buying Behaviour to Improve the Coupon Mar...

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20th International Conference on business information Systems (BIS)

作者： Babic, Frantisek Pusztova, L'udmila Tech Univ Kosice Fac Elect Engn & Informat Dept Cybernet & Artificial Intelligence Kosice Slovakia

ISBN: (纸本)9783319690230;9783319690223

The paper describes a data-mining case study devoted to an analysis of the users buying behaviour with the aim to improve the effectiveness of the relevant coupon marketing campaign. A coupon represents a ticket or number in an electronic form that we can use for a financial discount when purchasing a product. We can use this type of marketing to increase the number of the new customers and to reward the current ones. In our case, we used the datasets available within DMC 2015 and implemented the analytical process in accordance to the CRISP-DM methodology. Based on initial form of data, we focused mainly on pre-processing phase to extract hidden information, potentially useful for better prediction. For this purpose, we used decision trees algorithms like C4.5, C5.0, Random forest, CART and Logistic model tree. The obtained results were plausible and in some cases more accurate as other already published.

关键词： Transaction Coupons Data mining Decision trees

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Decision Support Enhancement for Player Substitution in Football: A Design Science Approach

Decision Support Enhancement for Player Substitution in Foot...

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19th International Conference on business information Systems (BIS)

作者： Kroeckel, Pavlina Friedrich Alexander Univ Erlangen Nuremberg Inst Informat Syst Nurnberg Germany

ISBN: (纸本)9783319524641;9783319524634

Football players are constantly being tracked during the live games by means of automated tracking technologies. Every event that happens on the field is recorded in a who-what-where-when fashion. These data are used in pre- and post-match analyses to improve strategies and tactics. To date such data have not yet been used for in-game decision making. Considering the impact of the substitute players on the final outcome of the game, this paper proposes an approach for enhancing the substitution decision. The goal is to support the coach and his staff during live matches by developing an algorithm or using an existing analytic method which will evaluate and rate the players' performance and recommend a player that should leave the game.

关键词： Football Soccer Substitution Decision support Design science

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Integration of Eye-Tracking Based Studies into e-Commerce Websites Evaluation Process with eQual and TOPSIS Methods 10th

Integration of Eye-Tracking Based Studies into e-Commerce We...

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10th SIGSAND/PLAIS EuroSymposium on information Systems - Research, Development, Applications, and Education

作者： Watrobski, Jaroslaw Jankowski, Jaroslaw Karczmarczyk, Artur Ziemba, Pawel West Pomeranian Univ Technol Szczecin Ul Zolnierska 49 PL-71210 Szczecin Poland Jacob Paradies Univ Dept Technol Ul Teatralna 25 PL-66400 Gorzow Wielkopolski Poland

ISBN: (纸本)9783319669960;9783319669953

The evaluation of the e-commerce websites' quality, usability and user experience is an important research task. Various survey-based evaluation methods are available, eQual being one of them. However, these methods are not free of disadvantages. In this paper, a novel approach is presented, where a single usability evaluation model is created on the basis of the eQual survey criteria and the perceptual evaluation data from eye tracking devices, thus extending the statistical survey model with objective gaze measurements and Multi-Criteria Decision Analysis (MCDA) methodology foundations. The combined data is processed with the crisp and fuzzy variants of the TOPSIS method to evaluate the websites. An empirical verification is performed and the results are presented. The results showed the benefits of the author's proposed approach as well as the wide possibilities of interpretation of the obtained solutions.

关键词： TOPSIS eQual Eye tracking Websites quality evaluation

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