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

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Efficient Privacy-Preserving Identity Scheme for Electronic Validation of Phase 1 Clinical Trials 6th

Efficient Privacy-Preserving Identity Scheme for Electronic ...

引用

6th International MCETECH Conference on E-Technologies (MCETECH)

作者： Farah, Hanna Amyot, Daniel El Emam, Khaled Univ Ottawa Sch Elect Engn & Comp Sci Ottawa ON Canada Childrens Hosp Eastern Ontario Res Inst Elect Hlth Informat Lab Ottawa ON K1H 8L1 Canada

ISBN: (纸本)9783319179575;9783319179568

New drug studies are essential to advance the pharmaceutical industry's ability to fight diseases. These studies are typically performed in four phases. We are interested in "phase 1" clinical trials where the goal is to evaluate the safety of a new drug. Contract research organizations recruit participants for their studies and need to verify electronically certain criteria without revealing the identity of these participants to other organizations. We outline some potential attacks against current identity representation schemes. Afterwards, we present privacy-preserving techniques to represent the identity of a participant in a scheme where operations can be performed efficiently and accurately. Our methods and scheme can also be applied to other domains to preserve an individual's privacy.

关键词： Identity Privacy Clinical trial E-health Cloud computing

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Evaluating the Performance of a Batch Activity in Process Models

Evaluating the Performance of a Batch Activity in Process Mo...

引用

12th International Conference on business Process Management (BPM)

作者： Pufahl, Luise Bazhenova, Ekaterina Weske, Mathias Univ Potsdam Hasso Plattner Inst Potsdam Germany

ISBN: (纸本)9783319158952;9783319158945

The goal of many organizations of today is optimization of business process management. A factor for optimization of business processes is reduction of costs associated with mass production and customer service. Recently, an approach to incorporate batch activities in process models was proposed to improve the process performance by synchronizing a group of process instances. However, the issue of optimal utilization of batch activities and estimation of associated costs remained still open. In this paper, we present an approach to evaluate batch activity performance, based on techniques from queuing theory. Thus, cost functions are introduced in order to (1) compare usual (i.e., non-batch) and batch activity execution and (2) find the optimal configuration of a batch activity. The approach is applied to a real-world use case from the healthcare domain.

关键词： Process analysis Batch activity Cost function Queuing theory

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From Sprints to Lean Flow: Management Strategies for Agile Improvement 16th

From Sprints to Lean Flow: Management Strategies for Agile I...

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16th International Conference on Agile Software Development (XP)

作者： Walter, Marcelo Tramontini, Ramon Fontana, Rafaela Mantovani Reinehr, Sheila Malucelli, Andreia Object Solut Ave Horacio Raccanelo Filho 5355 BR-87020035 Maringa PR Brazil Pontifical Catholic Univ Paran PUCPR R Imaculada Conceicao 1155 BR-80215901 Curitiba PR Brazil Fed Univ Parana UFPR R Dr Alcides Vieira Arcoverde 1225 BR-81520260 Curitiba PR Brazil

ISBN: (纸本)9783319186122;9783319186115

This paper describes management strategies for continuous improvement in agile software development teams. We have applied these strategies in a Brazilian team, which was born in 2009 and now grew into a headquarter of the company with ninety people. We have currently reached lean flow state with constant throughput, reduced lead time and enhanced quality by cutting bugs rate in half. In a continuous improvement cycle, our management strategies are based on looking at the situation, sensemaking the situation and providing simple responses. We describe how we applied these strategies to learn how to correctly limit work in progress (WIP) and to face challenges with coaching, estimates, team motivation, sprints and pair programming.

关键词： Agile software development Management Improvement Lean Flow state

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Disclosing Paths for Multi-channel Service Research: A Contemporaneous Phenomenon and Guidelines for Future Investigations 6

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6th International Conferences on Exploring Service Science 1.5 (IESS)

作者： Reis, Joao Amorim, Marlene Melao, Nuno Univ Aveiro Dept Econ Management & Ind Engn P-3800 Aveiro Portugal Polytech Inst Viseu Sch Technol & Management Viseu Dept Management Viseu Portugal Catholic Univ Portugal Porto CEGE Lisbon Portugal

ISBN: (纸本)9783319149806;9783319149790

The present paper reports on the findings of a systematic literature review on multi-channel services. In doing so, it uses an affinity diagram to show the results of a content analysis regarding the issues addressed by the existing literature in the field. This enables to understand areas of interest in the contemporary subject of research, find gaps in the literature and, lastly, to uncover guidelines for future research. The results suggest that future investigations should focus on the integration of traditional and virtual services, on quality issues and customer behaviour towards the use of multi-channel services. Previous research also suggests that multi-channel services are largely unaddressed, regarding issues as back-office processes, within the scope of operations management. Subsequently, since multi-channel services are multidisciplinary in nature, these guidelines represent a fruitful opportunity for future research to involve other disciplines.

关键词： Service integration Multi-channel services Systematic literature review

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Assurance Case Integration with An Agile Development Method 16th

Assurance Case Integration with An Agile Development Method

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16th International Conference on Agile Software Development (XP)

作者： Doss, Osama Kelly, Tim Univ York Dept Comp Sci High Integr Syst Engn Res Grp York YO10 5DD N Yorkshire England

ISBN: (纸本)9783319186122;9783319186115

Agile software development has had success in different domains. However there is one area where the implementation of agile methods still needs development - that is in the field of safety critical systems. In this field, the software engineering processes need to be justified against the requirements of software safety assurance standards (such as ISO 26262 in the automotive domain). We describe our ongoing research on assurance case integration with an existing agile development method - SafeScrum.

关键词： Safety-critical systems Assurance SafeScrum Assurance case Safety cases

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Towards an Ontological Formalization of Technical Product for Design and Manufacturing 1

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7th International Workshop on Formal Ontologies Meet Industry (FOMI)

作者： Sanfilippo, Emilio M. CNR Lab Appl Ontol LOA ISTC Trento Italy Univ Trento PhD Sch ICT Trento Italy

ISBN: (数字)9783319215457

ISBN: (纸本)9783319215457;9783319215440

Product Lifecycle Management (PLM) deals with information modelling across the entire lifespan of industrial products. The use of computer-based technologies for PLM purposes requires product knowledge to be specified in formal languages, so that the semantics of the modelling elements is explicitly defined in relation to experts' conceptualisations. Ontologies used in PLM contexts are often developed to satisfy specific application requirements, and the meaning of the employed concepts is left unspecified. In this paper, we present a preliminary ontology focused on the notion of product from the engineering design and manufacturing perspectives. Our aim is to contribute at the development of a comprehensive ontological specification of product knowledge for product lifecycle modelling applications.

关键词： PLM Engineering Design Manufacturing DOLCE

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An LDA Topic Model Adaptation for Context-Based Image Retrieval 16th

An LDA Topic Model Adaptation for Context-Based Image Retrie...

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16th International Conference on Electronic Commerce and Web Technologies (EC-Web)

作者： Aouadi, Hatem Khemakhem, Mouna Torjmen Ben Jemaa, Maher Univ Sfax Natl Sch Engineers Sfax ReDCAD Lab BP 1173 Sfax 3038 Tunisia

ISBN: (纸本)9783319277295;9783319277288

In the context-based image retrieval, the textual information surrounding the image plays a central role for ranking returned results. Although this technique outperforms content-based approaches, it may fail when the query keywords does not match the textual content of many documents containing relevant images. In addition, users are usually not experts and provide ambiguous queries that lead to heterogeneous results. To solve these problems, researchers are trying to re-rank primary results using other techniques such as query expansion, concept-based retrieval, etc. In this paper, we propose to use LDA topic model to re-rank results and therefore improve retrieval precision. We apply this model in two levels: global level represented by the whole document containing the image and local level represented by the paragraph containing an image (considered as a specific textual information for the image). Results show a significant improvement over the standard text retrieval approach by re-ranking with the LDA model applied to the local level.

关键词： Image retrieval Topic model Re-ranking LDA

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Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application

Enhancing Guideline-Based Decision Support with Distributed ...

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12th International Conference on business Process Management (BPM)

作者： Shalom, Erez Shahar, Yuval Goldstein, Ayelet Ariel, Elior Quaglini, Silvana Sacchi, Lucia Fung, Nick Jones, Valerie Broens, Tom Garcia-Saez, Gema Hernando, Elena Ben Gurion Univ Negev Dept Informat Syst Engn Med Informat Res Ctr Beer Sheva Israel Univ Pavia Dipartimento Ingn Ind & Informaz I-27100 Pavia Italy Univ Twente NL-7500 AE Enschede Netherlands Mobihealth BV Enschede Netherlands Univ Politecn Madrid Bioengn & Telemed Ctr Madrid Spain CIBER BBN Networking Res Ctr Bioengn Biomat & Nan Madrid Spain

ISBN: (纸本)9783319158952;9783319158945

We introduce the need for a distributed guideline-based decision support (DSS) process, describe its characteristics, and explain how we implemented this process within the European Union's MobiGuide project. In particular, we have developed a mechanism of sequential, piecemeal projection, i.e., 'downloading' small portions of the guideline from the central DSS server, to the local DSS in the patient's mobile device, which then applies that portion, using the mobile device's local resources. The mobile device sends a callback to the central DSS when it encounters a triggering pattern predefined in the projected module, which leads to an appropriate predefined action by the central DSS, including sending a new projected module, or directly controlling the rest of the workflow. We suggest that such a distributed architecture that explicitly defines a dialog between a central DSS server and a local DSS module, better balances the computational load and exploits the relative advantages of the central server and of the local mobile device.

关键词： Clinical guidelines Decision support Distributed computing

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A Method for Analyzing Time Series Data in Process Mining: Application and Extension of Decision Point Analysis

A Method for Analyzing Time Series Data in Process Mining: A...

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26th International Conference on Advanced information Systems Engineering (CAiSE)

作者： Dunkl, Reinhold Rinderle-Ma, Stefanie Grossmann, Wilfried Froeschl, Karl Anton Univ Vienna Fac Comp Sci Vienna Austria

ISBN: (纸本)9783319192703;9783319192697

The majority of process mining techniques focuses on control flow. Decision Point Analysis (DPA) exploits additional data attachments within log files to determine attributes decisive for branching of process paths within discovered process models. DPA considers only single attribute values. However, in many applications, the process environment provides additional data in form of consecutive measurement values such as blood pressure or container temperature. We introduce the DPATS method as an iterative process for exploiting time series data by combining process and data mining techniques. The latter ranges from visual mining to temporal data mining techniques such as dynamic time warping and response feature analysis. The method also offers different approaches for incorporating time series data into log files in order to enable existing process mining techniques to be applied. Finally, we provide the simulation environment DPATSSim to produce log files and time series data. The DPATS method is evaluated based on application scenarios from the logistics and medical domain.

关键词： Process mining Decision mining Data mining Time series data

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Generating Product Feature Hierarchy from Product Reviews 10th

Generating Product Feature Hierarchy from Product Reviews

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10th International Conference on Web information Systems and Technologies (WEBIST)

作者： Tian, Nan Xu, Yue Li, Yuefeng Abdel-Hafez, Ahmad Josang, Audun Queensland Univ Technol Fac Sci & Engn Brisbane Qld 4001 Australia Univ Oslo Dept Informat N-0316 Oslo Norway

ISBN: (纸本)9783319270302;9783319270296

User generated information such as product reviews have been booming due to the advent of web 2.0. In particular, rich information associated with reviewed products has been buried in such big data. In order to facilitate identifying useful information from product (e.g., cameras) reviews, opinion mining has been proposed and widely used in recent years. In detail, as the most critical step of opinion mining, feature extraction aims to extract significant product features from review texts. However, most existing approaches only find individual features rather than identifying the hierarchical relationships between the product features. In this paper, we propose an approach which finds both features and feature relationships, structured as a feature hierarchy which is referred to as feature taxonomy in the remainder of the paper. Specifically, by making use of frequent patterns and association rules, we construct the feature taxonomy to profile the product at multiple levels instead of single level, which provides more detailed information about the product. The experiment which has been conducted based upon some real world review datasets shows that our proposed method is capable of identifying product features and relations effectively.

关键词： Feature extraction Opinion mining Association rules Feature taxonomy User reviews

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