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Self Adaptive Artificial Bee Colony for Global Numerical Optimization

IERI Procedia 2012年 1卷 59-65页

作者： Wenxiang Gu Minghao Yin Chunying Wang College of Computer Science Northeast Normal University Changchun 130117 P.R. China Changchun Architecture & Civil Engineering College Department of Basic Subject Teaching 130607 P.R. China

The ABC algorithm has been used in many practical cases and has demonstrated good convergence rate. It produces the new solution according to the stochastic variance process. In this process, the magnitudes of the perturbation are important since it can affect the new solution. In this paper, we propose a self adaptive artificial bee colony, called self adaptive ABC, for the global numerical optimization. A new self adaptive perturbation is introduced in the basic ABC algorithm, in order to improve the convergence rates. 23 benchmark functions are employed in verifying the performance of self adaptive ABC. Experimental results indicate our approach is effective and efficient. Compared with other algorithms, self adaptive ABC performs better than, or at least comparable to the basic ABC algorithm and other state-of-the-art approaches from literature when considering the quality of the solution obtained.

关键词： artificial bee colony self adaptive global numerical optimization exploitation

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A Schema-based Method of Summarizing XML Documents

A Schema-based Method of Summarizing XML Documents

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2010 3rd International Conference on computer and Electrical Engineering(ICCEE 2010)

作者： Teng Lv Weimin He Ping Yan Teaching and Research Section of Computer Artillery Academy Department of Computing and New Media Technologies University of Wisconsin-Stevens Point School of Science Anhui Agricultural University

XML has become one of the de facto standards of data exchange and representation in many applications. An XML document is usually too complex and large to understand and use for a human being. A summarized XML document of the original document is useful in such cases. Three standards are given to evaluate the final summarized XML document: document size, information content, and information importance. A method of summarizing an XML document based both on the document itself and the schema is given, which applies schema to summarize XML documents because there are many important semantic and structural information implied by the schema. In our method, redundant data are first removed by abnormal functional dependencies and schema structure. Then tags and values of the XML document are summarized based on the document itself and schema. Our mehtod is a semi-automatic approach which can help users to summarize an XML document in the sense that some parameters must be specified by the users.

关键词： XML, document summarization, schema, key, functional dependency

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Chinese Keyword Search by Indexing in Relational Databases

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Journal of Software Engineering and Applications 2012年第12期5卷 107-112页

作者： Liang Zhu Lijuan Pan Qin Ma Department of Foreign Language Teaching and Research Hebei University Baoding Hebei 071002 China Key Laboratory of Machine Learning and Computational Intelligence School of Mathematics and Computer Science Hebei University Baoding Hebei 071002 China

In this paper, we propose a new method based on index to realize IR-style Chinese keyword search with ranking strategies in relational databases. This method creates an index by using the related information of tuple words and presents a ranking strategy in terms of the nature of Chinese words. For a Chinese keyword query, the index is used to match query search words and the tuple words in index quickly, and to compute similarities between the query and tuples by the ranking strategy, and then the set of identifiers of candidate tuples is generated. Thus, we retrieve top-N results of the query using SQL selection statements and output the ranked answers according to the similarities. The experimental results show that our method is efficient and effective.

关键词： Relational Database Chinese Keyword Search Index Ranking Strategy

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Evaluating Relational Ranking Queries Involving both Text Attributes and Numeric Attributes

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Journal of Software Engineering and Applications 2012年第12期5卷 88-93页

作者： Liang Zhu Zhaoliang Xie Qin Ma Department of Foreign Language Teaching and Research Hebei University Baoding Hebei 071002 China Key Laboratory of Machine Learning and Computational Intelligence School of Mathematics and Computer Science Hebei University Baoding Hebei 071002 China

In many database applications, ranking queries may reference both text and numeric attributes, where the ranking functions are based on both semantic distances/similarities for text attributes and numeric distances for numeric attributes. In this paper, we propose a new method for evaluating such type of ranking queries over a relational database. By statistics and training, this method builds a mechanism that combines the semantic and numeric distances, and the mechanism can be used to balance the effects of text attributes and numeric attributes on matching a given query and tuples in database search. The basic idea of the method is to create an index based on WordNet to expand the tuple words semantically for text attributes and on the information of numeric attributes. The candidate results for a query are retrieved by the index and a simple SQL selection statement, and then top-N answers are obtained. The results of extensive experiments indicate that the performance of this new strategy is efficient and effective.

关键词： Relational Database Ranking Query Semantic Distance Numeric Distance WordNet

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VXPath: A Visual XPath Query Evaluator

VXPath: A Visual XPath Query Evaluator

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International Conference on Computational and Information sciences (ICCIS)

作者： Weimin He Teng Lv Matthew Meis Ping Yan Department of Computing and New Media Technologies University of Wisconsin Stevens-Point Stevens Point WI USA Teaching and Research Section of Computer Science Army Officer Academy Hefei China School of Science Anhui Agricultural University Hefei China

With the popularity of Extensible Markup Language (XML) as the new standard of data exchange on the web, a large number of data sources are represented or encoded in XML format. Therefore, querying and searching XML data on the web has attracted much attention in the database literature. In this research work, we developed a prototype software system named VXPath to facilitate the efficient evaluation of XPath queries over XML data. VXPath is a visual XPath query evaluator that allows the user to evaluate an XPath query by clicking the nodes in an expanding tree instead of typing the whole XPath query by hand. Our system supports most common XPath axes, such as child, descendant, predicate and so on. In order to handle XML documents in very large size, instead of loading the whole XML document into memory, we extracted a concise data synopsis termed structural summary from the original XML document to avoid the loading overhead for large XML document. We evaluated our system over the data from XMark and DBLP and our system can handle large XML documents up to gigabytes.

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Towards automated surgical robotics: A requirements engineering approach

Towards automated surgical robotics: A requirements engineer...

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IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob)

作者： Marcello Bonfè Fabrizio Boriero Riccardo Dodi Paolo Fiorini Angelica Morandi Riccardo Muradore Liliana Pasquale Alberto Sanna Cristian Secchi Engineering Department (ENDIF) University of Ferrara Italy Department of Computer Science University of Verona Italy Fondazione Centro San Raffaele del Monte Tabor Milano Italy Lero-The Irish Software Engineering Research Center Ireland Department of Science and Methods for Engineering (DISMI) University of Modena and Reggio Emilia and INFM Reggio Emilia Italy

The paper describes a design specification process for the development of novel and intelligent surgical robots. Nowadays, surgical robots are usually controlled by the surgeons manually by using teleoperation. The possibility to carry out simple surgical actions automatically has been the subject of academical research, but very few real-world applications exist. The main objective of this research is to address realistic case studies and develop systems and methods to provide surgeons with autonomous robotic assistants, performing basic surgical actions by combining sensing, dexterity and cognitive capabilities. This goal can only be achieved by means of a formal and rigorous assesment of surgical requirements, so that they can be analysed and translated into behavioral specifications for an autonomous robotic system. Therefore, the paper describes the application of Requirements Engineering to surgical knowledge formalization and propose a methodology for the transformation of requirements into formal models of robotic tasks.

关键词： Unified modeling language Needles Surgery Robot sensing systems Adaptation models Humans

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Improving student learning using finite element learning modules: An update in research findings

Improving student learning using finite element learning mod...

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119th ASEE Annual Conference and Exposition

作者： Brown, Ashland O. Jensen, Daniel D. Rencis, Joseph J. Wood, Kristin L. Watson, Kyle A. Chen, Chuan-Chiang Labay, Vladimir A. Orabi, Ismail I. Akasheh, Firas Wood, John J. Hackett, Rachelle Kisst Jackson, Kathy Schmidt Liu, Jiancheng Schimpf, Paul Henry Pham, Alexis Zimowski, Krystian Taylor, Kristin Department of Mechanical Engineering University of the Pacific School of Engineering and Computer Science United States Department of Engineering Mechanics United States Air Force Academy United States Department of Mechanical Engineering Tennessee Technological University United States Singapore Department of Mechanical Engineering California State Polytechnic University Pomona United States Department of Electrical and Computer Engineering Gonzaga University in Spokane Washington United States Department of Mechanical Engineering University of New Haven United States Department of Mechanical Engineering Tuskegee University United States Benerd School of Education Educational and School Psychology Department United States Pennsylvania State University's Schreyer Institute for Teaching Excellence United States University of Texas Austin United States

ISBN: (纸本)9780878232413

The landscape of contemporary engineering education is ever changing, adapting and evolving. We are indeed living in interesting and exciting times. At the focal point of these times is the concept of active learning methods. This poster session and paper describes a novel approach to improving student learning using active learning finite element learning modules. This poster session summarizes the improved student learning over the past six years at nine engineering schools and colleges. These active learning finite element modules were originally developed using MSC Nastran, followed by development efforts in SolidWorks® Simulation, ANSOFT, ANSYS©, and other commercial FEA software packages. Researchers, with National science Foundation support, have created over twenty-eight active finite element learning modules which continue to improve student understanding of difficult engineering concepts across engineering disciplines. Finite element theory and application has often been the focus of graduate-level courses in engineering programs;however, industry needs B.S. engineering graduates to have skills in applying this essential analysis and design technique. We have used the Kolb Learning Cycle as a foundation element to improve student learning of difficult engineering concepts, along with gaining essential knowledge of finite element analysis and design content knowledge. We discuss the implementation, improved student knowledge, impact, and assessment across demographics, learning styles and personality preference types. These learning modules are incorporated into undergraduate machine design, mechanical vibrations, heat transfer, bioelectrical engineering, electromagnetic field analysis, structural fatigue analysis, computational fluid dynamics, rocket design, chip formation during manufacturing, and large scale deformation in machining. Key assessment results show improvements in student knowledge of difficult engineering concepts measured with performance

关键词： Engineering education

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teaching first-year interdisciplinary students to use computational design software in a spatial thinking course

Teaching first-year interdisciplinary students to use comput...

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Interdisciplinary Engineering Design Education Conference (IEDEC)

作者： Belgacem Ben Youssef Barbara Berry Michael Sjoerdsma Department of Computer Engineering CCIS King Saud University Riyadh Saudi Arabia Teaching & Learning Centre Simon Fraser University Surrey BC Canada School of Engineering Science Simon Fraser University Burnaby BC Canada

Many technology and design-based disciplines are facing increasing demands to prepare students to perform effectively within computational and simulation environments. Further, students' spatial abilities are an important prerequisite to technological literacy within virtual environments. In this paper, we explore the challenges and opportunities teaching a large group of first-year, interdisciplinary students to apply spatial thinking skills by undertaking a team-based, design project using an industrial-strength computational design environment (SolidWorks). We describe key instructional principles and techniques used to minimize the complexity of this computational tool, thus enabling students to focus on the tasks and reasoning requirements of the design project. While encouraged by the high degree of students' motivation for building functioning animated mechanical toys (AMTs), students frequently reported being “lost” in SolidWorks (SW) during the modeling phases of the project. Our techniques for scaffolding learning activities have continued to evolve to minimize the challenges faced by novice users of SW and to better support them in developing their spatial thinking skills. We also present our experiences, lessons learned, and ideas for improving the design of the project, and learning activities, such as worked examples of an AMT model, to further reduce the cognitive load and to enable students to focus on visual-spatial reasoning rather than on the tacit skills associated with using SolidWorks.

关键词： Assembly Tutorials Software Three dimensional displays Education Computational modeling

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Virtual worlds in Australian and New Zealand higher education: Remembering the past, Understanding the present and imagining the future 30

Virtual worlds in Australian and New Zealand higher educatio...

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30th Annual conference on Australian Society for computers in Learning in Tertiary Education, ASCILITE 2013

作者： Gregory, Sue Gregory, Brent Reiners, Torsten Fardinpour, Ali Hillier, Mathew Lee, Mark J.W. Jacka, Lisa Butler, Des Holloway, David Grant, Scott Hearns, Merle Flintoff, Kim Jegathesan, Jay Jay Ellis, David McDonald, Marcus Stokes-Thompson, Frederick Gaukrodger, Belma Zagami, Jason Campbell, Chris Wang, Xiangyu Salinas, Jamie Garcia Loke, Swee-Kin Scutter, Sheila Newman, Christine Gu, Ning Schutt, Stefan Farley, Helen Bogdanovych, Anton Trescak, Tomas Simoff, Simeon Steel, Caroline Neuendorf, Penny Bower, Matt Orwin, Lindy McKeown Kerr, Tom Warren, Ian Wood, Denise Miller, Charlynn Mathews, Shane Linegar, Dale Knox, Vicki Masters, Yvonne Brown, Ross Meredith, Grant Atkins, Clare Giovanangeli, Angela Le Rossignol, Karen Cram, Andrew Muir-Cochrane, Eimear Basu, Arin Jacobson, Michael Larson, Ian School of Education University of New England Australia UNE Business School University of New England Australia Curtin Business School Curtin University Australia Curtin Business School Curtin University Australia Teaching and Educational Development Institute The University of Queensland Australia School of Education Charles Sturt University Australia School of Education Southern Cross University Australia Queensland University of Technology Australia School of Information Systems and Technology University of Wollongong Australia School of Cultures Languages and Linguistics Monash University Australia School of Foundation Studies Manukau Institute of Technology Australia Curtin Teaching and Learning Curtin University Australia School of Physics The University of Western Australia Australia School of Education Southern Cross University Australia School of Health Sciences RMIT University Australia Learning and Teaching Unit University of South Australia Australia Flexible Learning Nelson Marlborough Institute of Technology Australia School of Education and Professional Studies Griffith University Australia School of Education The University of Queensland Australia School of Built Environment Curtin University Australia School of Social and Behavioural Sciences The University of Queensland Australia Higher Education Development Centre University of Otago Australia School of Medicine and Dentistry James Cook University Australia eLearning Services Queensland University of Technology Australia School of Architecture and Built Environment University of Newcastle Australia Centre for Cultural Diversity and Wellbeing Victoria University Australia Australian Digital Futures Institute University of Southern Queensland Australia Computing and ICT University of Western Sydney Australia Deans Unit School of Computing Engineering and Math University of Western Sydney Australia School of Computing Engineering and Math University of Western Sydney Australia School of

ISBN: (纸本)9781741384031

3D virtual reality, including the current generation of multi-user virtual worlds, has had a long history of use in education and training, and it experienced a surge of renewed interest with the advent of Second Life in 2003. What followed shortly after were several years marked by considerable hype around the use of virtual worlds for teaching, learning and research in higher education. For the moment, uptake of the technology seems to have plateaued, with academics either maintaining the status quo and continuing to use virtual worlds as they have previously done or choosing to opt out altogether. This paper presents a brief review of the use of virtual worlds in the Australian and New Zealand higher education sector in the past and reports on its use in the sector at the present time, based on input from members of the Australian and New Zealand Virtual Worlds Working Group. It then adopts a forward-looking perspective amid the current climate of uncertainty, musing on future directions and offering suggestions for potential new applications in light of recent technological developments and innovations in the area. © 2013 Sue Gregory.

关键词： Augmented reality

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A longitudinal analysis of data breaches

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Information Management and computer Security 2011年第4期19卷 216-230页

作者： Garrison, Chlotia Posey Ncube, Matoteng Department of Computer Science and Quantitative Methods Winthrop University Rock Hill SC United States Department of Mathematics and Statistics University of West Florida Pensacola FL United States

Purpose The purpose of this research is to provide companies and consumers with information about the potential connections between data breach types and institutions. This study also aims to add to the body of knowledge about data breaches. Design/methodology/approach This study analyzes a chronology of five years of data breaches. The data were classified and analyzed by breach and institution type, record size, and state. Multiple statistical tests were performed. Findings Breach types stolen and exposed are statistically more likely to occur. Educational institutions are more likely to have a breach and it is more probable that educational breaches will be of type hacker or exposed. The proportion of insider incidents is smaller than the other breach types. The number of records breached is independent of institution and breach type. Research limitations/implications Only those breaches with a specified number of records are included. The information used may have been updated after our analysis, usually a change in the number of records identified. Practical implications Additional knowledge about characteristics of data breaches and the relationship between breach types and institution types will enable both businesses and consumers to be more effective in protecting sensitive information. Businesses will be able to create security budgets based on risk factors and consumers will be more aware of the risks of providing sensitive information. Originality/value This study provides a longitudinal analysis covering five years of data breaches and analyzes the relationship between five breach types and six types of institutions. © 2011 Emerald Group Publishing Limited. All rights reserved.

关键词： Personal computing

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