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EasySaaS: A SaaS development framework

EasySaaS: A SaaS development framework

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IEEE International Conference on Service-Oriented computing and Applications (SOCA)

作者： Wei-Tek Tsai Yu Huang Qihong Shao Department of Computer Science and Technology Tsinghua University Beijing China School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ USA

Software-as-a-Service (SaaS) often adopts multi-tenancy architecture (MTA). However, building a MTA SaaS application requires significant effort, either from scratch or using existing platforms such as *** or Google App Engine. This paper introduces EasySaaS - a SaaS development framework designed to simplify SaaS development. EasySaaS provides two alternatives to build a SaaS application. First alternative allows tenants to publish their application specifications with their requirements, as well as test scripts and let the SaaS providers customize their SaaS solutions to meet tenants' requirements. The second alternative allows tenants to compose the application using templates provided in EasySaaS. This framework alleviates the workload of tenant developers, and provides an easy approach for customization according to tenants' requirements in a collaborative manner. Most services in the platform is domain independent as the domain knowledge are stored in ontology to support cross-domain development.

关键词： Graphical user interfaces Runtime Educational institutions Data models Ontologies Indexes USA Councils

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The operational semantics of Concept Algebra for cognitive computing and machine learning

The operational semantics of Concept Algebra for cognitive c...

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IEEE International Conference on Cognitive informatics

作者： Yingxu Wang Yousheng Tian Kendall Hu International Institute of Cognitive Informatics and Cognitive Computing (IICICC) Theoretical and Empirical Software Engineering Research Centre (TESERC) Department of Electrical and Computer Engineering Schulich School of Engineering University of Calgary Calgary AB Canada

Concept Algebra (CA) is a denotational mathematical structure for formal knowledge representation and manipulations in cognitive computing and machine learning. CA provides a rigorous and dynamic knowledge modeling and processing tool, which extends the informal, static, and application-specific ontological technologies. An operational semantics for the calculus of CA is formally elaborated using a set of computational processes in real-time process algebra (RTPA). A case study is presented on how machines and agents may mimic the key ability of human beings to autonomously manipulate knowledge using CA. This work demonstrates the expressive power and a wide range of applications of CA for both humans and machines in cognitive computing, semantic computing, machine learning, and computational intelligence.

关键词： Computational modeling Computer aided instruction

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An intelligent fault recognizer for rotating machinery via remote characteristic vibration signal detection

An intelligent fault recognizer for rotating machinery via r...

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IEEE International Conference on Cognitive informatics

作者： Cyprian F. Ngolah Ed Morden Yingxu Wang Sentinel Trending & Diagnostics Limited Calgary Canada International Institute of Cognitive Informatics and Cognitive Computing (IICICC) Department of Electrical and Computer Engineering Schulich School of Engineering University of Calgary Calgary Canada

Monitoring industrial machine health in real-time is not only highly demanded but also significantly complicated and difficult. Possible reasons for this include: (a) Access to the machines on site is sometimes impracticable; and (b) The environment in which they operate is usually not human-friendly due to pollution, noise, hazardous wastes, etc. Despite the theoretically sound findings on developing intelligent solutions for machine condition based monitoring, there are few commercial tools in the market that can readily be used. This paper reports on the development of an intelligent fault recognition and monitoring system (Melvin I), which detects and diagnoses rotating machine conditions according to changes in fault frequency indicators. The signals and data are remotely collected from designated sections of machines via data acquisition cards. They are processed by a signal processor in order to extract characteristic vibration signals of ten key performance indicators (KPIs). A 3-layer neural network is designed to recognize and classify faults based on the set of KPIs. The system implemented in our laboratory and applied in the field can also incorporate new experiences into the knowledge base without overwriting previous training. Preliminary results have demonstrated that Melvin I is a smart tool for both system vibration analysts and industrial machine operators.

关键词： Artificial neural networks Shafts Biological information theory

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Design of Experiments for non-manufacturing processes: Benefits, challenges and some examples

Design of Experiments for non-manufacturing processes: Benef...

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作者： Antony, J. Coleman, S. Montgomery, D.C. Anderson, M.J. Silvestrini, R.T. Department of DMEM Strathclyde Institute for Operations Management University of Strathclyde Glasgow G1 1XJ United Kingdom Industrial Statistics Research Unit Newcastle University United Kingdom School of Computing Informatics and Decision Systems Engineering Ira A. Fulton School of Engineering Arizona State University Tempe AZ United States Stat-Ease Inc. Minneapolis MN United States Department of Operations Research Naval Postgraduate School Monterey CA United States

Design of Experiments (DoE) is a powerful technique for process optimization that has been widely deployed in almost all types of manufacturing processes and is used extensively in product and process design and development. There have not been as many efforts to apply powerful quality improvement techniques such as DoE to improve non-manufacturing processes. Factor levels often involve changing the way people work and so have to be handled carefully. It is even more important to get everyone working as a team. This paper explores the benefits and challenges in the application of DoE in non-manufacturing contexts. The viewpoints regarding the benefits and challenges of DoE in the non-manufacturing arena are gathered from a number of leading academics and practitioners in the field. The paper also makes an attempt to demystify the fact that DoE is not just applicable to manufacturing industries;rather it is equally applicable to non-manufacturing processes within manufacturing companies. The last part of the paper illustrates some case examples showing the power of the technique in non-manufacturing environments. © 2011 Authors.

关键词： Optimization

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The Impact of Animated Pedagogical Agents on Girls' and Boys' Emotions, Attitudes, Behaviors and Learning

The Impact of Animated Pedagogical Agents on Girls' and Boys...

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International Conference on Advanced Learning Technologies (ICALT)

作者： Ivon Arroyo Beverly P. Woolf David G. Cooper Winslow Burleson Kasia Muldner Department of Computer Science University of Massachusetts Amherst Amherst MA USA School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ USA

We report on the reactions of males and female students to the presence of animated pedagogical agents that provided emotional and motivational support. One hundred high school students used agents embedded in an Intelligent Tutoring System for Mathematics and randomized controlled evaluations compared students with and without learning companions. The results indicate that affective pedagogical agents improve affective outcomes of students in general and particularly so for female students, who reported being more frustrated and less confident while solving math problems prior to using the tutoring system. We discuss issues of incorporating gender into user models and of generating responses tailored to gender.

关键词： Mathematics Educational institutions Problem-solving Software Learning systems

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A degree centrality in multi-layered social network

A degree centrality in multi-layered social network

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2011 International Conference on Computational Aspects of Social Networks, CASoN'11

作者： Bródka, Piotr Skibicki, Krzysztof Kazienko, Przemyslaw Musial, Katarzyna Institute of Informatics Wroclaw University of Technology Wyb.Wyspiańskiego 27 50-370 Wroclaw Poland Research Engineering Center Sp. Z O.o. ul. Strzegomska 46B 53-611 Wroclaw Poland School of Design Engineering and Computing Bournemouth University Poole Dorset BH12 5BB United Kingdom

ISBN: (纸本)9781457711312

Multi-layered social networks reflect complex relationships existing in modern interconnected IT systems. In such a network each pair of nodes may be linked by many edges that correspond to different communication or collaboration user activities. Multi-layered degree centrality for multi-layered social networks is presented in the paper. Experimental studies were carried out on data collected from the real Web 2.0 site. The multi-layered social network extracted from this data consists of ten distinct layers and the network analysis was performed for different degree centralities measures. © 2011 IEEE.

关键词： Network layers

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Service and model-driven dynamic integration of health data

Service and model-driven dynamic integration of health data

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1st International Workshop on Managing Interoperability and compleXity in Health Systems, MIXHS'11, Collocated with the 20th ACM International Conference on Information and Knowledge Management, CIKM 2011

作者： Taweel, Adel Speedie, Stuart Tyson, Gareth Tawil, Abdel R.H. Peterson, Kevin Delaney, Brendan Department of Informatics King's College London London WC2R 2LS United Kingdom Health Informatics University of Minnesota United States School of Architecture Computing and Engineering University of East London London United Kingdom Family Medicine University of Minnesota United States Dept. of Primary Care King's College London London SE1 3QD United Kingdom

ISBN: (纸本)9781450309547

Recent advances in informatics and computing are increasingly becoming essential factors for realising major improvement in healthcare. The delivery of the right information about the right patient at the point of care is central to a well-integrated healthcare process. However, the high sensitivity of the clinical domain and the vast differences in health data and systems pose a great interoperability challenge for solutions that do not employ strong semantic principles as core to the interoperation process to sufficiently scale. This paper presents a model-based approach that utilises domain ontologies combined with extensible problem models, driven by rich domain terminology and knowledge services at the centre of the process to enable autonomous data governance and semantic interoperability. The paper addresses the resulting requirements and proposes a solution outlining the results from the prototype of the approach. © 2011 ACM.

关键词： Interoperability

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Motion Capture of Hand Movements Using Stereo Vision for Minimally Invasive Vascular Interventions

Motion Capture of Hand Movements Using Stereo Vision for Min...

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International Conference on Image and Graphics (ICIG)

作者： Dongjin Huang Wen Tang Youdong Ding Taoruan Wan Xuechun Wu Yimin Chen School of Computer Engineering and Science Shanghai University Shanghai China School of Computing University of Teesside Middlesbrough UK School of Film and TV Arts Technology Shanghai University Shanghai China School of Informatics University of Bradford Bradford UK

A virtual reality (VR) based training system for Minimally Invasive Vascular Surgery can be a very useful training tool for improving skills and reducing errors in operation. Computer vision techniques have the potential to be incorporated into a VR based training system for developing low cost, high accuracy and flexible systems in this area. In this paper, we present an interactive 3D training system that uses stereo vision to capture hand movements as the input operations for the system. The standard operations i.e. pushing, pulling and twisting are captured with stereo vision based on the improved Camshift tracking algorithm and parallel alignment model theory to acquire hand gestures information. We present a new approach to calculate virtual pushing/pulling force and turning angle as extra inputs for understanding these essential operations. In addition, an algorithm that enables the simulator to model guide wire and catheter insertions realistically is presented through these basic actions. The experiment results demonstrate that stereo vision based training system is useful and effective for simulating guide wire insertion procedures with low system cost and flexible operations.

关键词： Force Training Computational modeling Solid modeling Turning Stereo vision Deformable models

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An Interactive 3D Preoperative Planning and Training System for Minimally Invasive Vascular Surgery

An Interactive 3D Preoperative Planning and Training System ...

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IEEE International Conference on Computer-Aided Design and Computer Graphics

作者： Dongjin Huang Wen Tang Youdong Ding Taoruan Wan Yimin Chen School of Computer Engineering and Science Shanghai University Shanghai China School of Computing University of Teesside Middlesbrough UK School of Film and TV Arts Technology Shanghai University Shanghai China School of Informatics University of Bradford Bradford UK

Virtual reality based preoperative planning for Minimally Invasive Vascular Intervention is useful, not only for increasing the success rate of operation, but also used as a training tool for improving doctors' skills. In this paper we present an interactive 3D preoperative planning and training system with haptic device. In this system, we present an intelligent trajectory planning algorithm for searching an optimal path automatically along the centerline in two ways: from the suitable inserting point to the specific target location or to the most of objectives. Also, for the purpose of interactive training, we connect the haptic device to the end of guide wire and propose an algorithm that enables the simulator to model guide wire and catheter insertions realistically through essential operations i.e. pushing, pulling and twisting actions. We demonstrate experiment results to show that the 3D preoperative planning and training system is usable for simulating guide wire insertion procedures with complex blood vessel structures.

关键词： Planning Blood vessels Biomedical imaging Training Haptic interfaces Surgery

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Implementation of an RFID-based biological sample identification and tracking system

Implementation of an RFID-based biological sample identifica...

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2011 2nd IEEE RFID Technologies and Applications Conference, RFID-TA 2011, Collocated with the 2011 IEEE MTT-S International Microwave Workshop Series on Millimeter Wave Integration Technologies, IMWS 2011

作者： Zarabzadeh, Atieh Hayati, Farzad Watson, R. William G. Bradley, Geoff Grimson, Jane Centre for Health Informatics Department of Computer Science Trinity College Dublin Ireland Department of Electronic Electrical and Computer Engineering University of Birmingham United Kingdom UCD School of Medicine and Medical Science UCD Conway Institute of Biomolecular and Biomedical Research University College Dublin Ireland Trinity Centre for High Performance Computing Trinity College Dublin Ireland

ISBN: (纸本)9781457700279

Collection, processing, storage and maintenance of samples to facilitate long-term cohort studies in biobanks, requires a system to manage samples in an effective way to prevent sample mix up and loss. Sample identification and tracking system aims to reserve data on the samples at all the times, hence RFID technology is employed. This technology allows information to be stored on the tags attached to tubes containing samples. A system is proposed, designed and prototype in the Prostate Cancer Research Consortium biobank. © 2011 IEEE.

关键词： Radio frequency identification (RFID)

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