SDL Contenta S1000D and SDL Livecontent S1000D Cross-Product Graphics and Multimedia Support
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Understanding Job-Skill Relationships Using Big Data and Neural Networks
Understanding Job-Skill Relationships using Big Data and Neural Networks Abhinav Maurya Carnegie Mellon University Pittsburgh, PA – 15213 [email protected] ABSTRACT Our proposed model is inspired by topic modeling where Nonlinear vector space embeddings have shown great promise latent topics occur throughout the documents of a corpus in many applications such as similarity search, analogy map- in varying proportions, which enables their identification to pings, dataset visualization, etc. In this paper, we propose characterize the text corpus. Similarly, in our model, vari- a simple distribution-to-distribution regression model based ation in the co-occurrence of jobs and skills can be used on neural networks which provides (i) job2vec: interpretable to disentangle which skills are associated with which jobs. embeddings of jobs in terms of associated skills, (ii) skill2vec: However, unlike unsupervised topic models such as LDA [1], converse embeddings of skills in terms of the jobs that re- we cast our problem of identifying job-skill associations as quire them, and (iii) SkillRank: a mechanism for ranking a supervised distribution-to-distribution regression, where skills associated with each job that can be recommended the input is the empirical distribution over job titles and to members aspiring for that job. Due to the simplicity of the output is the corresponding empirical distribution over our model, it has no hyperparameters that need tuning ex- skills for that person. Moreover, unlike unsupervised topic cept for the number of stochastic gradient descent iterations models such as LDA and supervised variants such as [4], our which is easily determined using the early stopping criterion. -
Sigada 2001 Workshop Symbiosis4jun02 Pub.Fm
SIGAda 2001 Workshop, “Creating a Symbiotic Relationship Between XML and Ada” Robert C. Leif Ada_Med, a Division of Newport Instruments 5648 Toyon Road, San Diego, CA 92115-1022, USA E-mail [email protected] www.newportinstruments.com www.Ada-Med.com +1 (619)582-0437 Abstract: The purpose of the workshop was to organize the Ada community to take advantage of the opportunity to create Ada applications that are operating systems independent because they are based on a web technology, XML, Extensible Markup Language. The commercial use of the Internet is the driving force behind XML. Four elements of XML, which together are sufficient to build a web application, and all employ the same syntax were described. These are XML; its schema; the Extensible Stylesheet Language, XSL; and the XML mechanism for forms, XForms. XML concerns the data objects that are included on the web page and their order of presentation. The schema contains the information on the types and objects for XML. Schemas are roughly equivalent to an Ada specification without the subprograms. Fortunately, the programing language that has the best fit with XML is Ada. XML has visibility and scoping rules, which are similar to Ada. XML has strong typing and has single inheritance similar to Ada. A mutually beneficial symbiosis requires the creation of applications in Ada that use and support XML, as well as, the use of XML to cre- ate Ada environments including XML based tools. These applications include: automated translation of Ada data types and objects in a specification to an XML schema; and conversely, automated translation of the data types and elements in an XML Schema to an Ada specification. -
Devpartner Java Edition Getting Started Guide
DevPartner Java Edition Getting Started Guide Release 4.5 Copyright © 2001–2009 Micro Focus (IP) Ltd. All rights reserved. Micro Focus (IP) Ltd. has made every effort to ensure that this book is correct and accurate, but reserves the right to make changes without notice at its sole discretion at any time. The software described in this document is supplied under a license and may be used or copied only in accordance with the terms of such license, and in particular any warranty of fitness of Micro Focus software products for any particular purpose is expressly excluded and in no event will Micro Focus be liable for any consequential loss. Animator®, COBOLWorkbench®, EnterpriseLink®, Mainframe Express®, Micro Focus®, Net Express®, REQL® and Revolve® are registered trademarks, and AAI™, Analyzer™, Application Quality Workbench™, Application Server™, Application to Application Interface™, AddPack™, AppTrack™, AssetMiner™, BoundsChecker™, CARS™, CCI™, DataConnect™, DevPartner™, DevPartnerDB™, DevPartner Fault Simulator™, DevPartner SecurityChecker™,Dialog System™, Driver:Studio™, Enterprise Server™, Enterprise View™, EuroSmart™, FixPack™, LEVEL II COBOL™, License Server™, Mainframe Access™, Mainframe Manager™, Micro Focus COBOL™, Micro Focus Studio™, Micro Focus Server™, Object COBOL™, OpenESQL™, Optimal Trace™,Personal COBOL™, Professional COBOL™, QACenter™, QADirector™, QALoad™, QARun™, Quality Maturity Model™, Server Express™, SmartFind™, SmartFind Plus™, SmartFix™, SoftICE™, SourceConnect™, SupportLine™, TestPartner™, Toolbox™, TrackRecord™, WebCheck™, WebSync™, and Xilerator™ are trademarks of Micro Focus (IP) Ltd. All other trademarks are the property of their respective owners. No part of this publication, with the exception of the software product user documentation contained on a CD-ROM, may be copied, photocopied, reproduced, transmitted, transcribed, or reduced to any electronic medium or machine-readable form without prior written consent of Micro Focus (IP) Ltd. -
XML: Looking at the Forest Instead of the Trees Guy Lapalme Professor Département D©Informatique Et De Recherche Opérationnelle Université De Montréal
XML: Looking at the Forest Instead of the Trees Guy Lapalme Professor Département d©informatique et de recherche opérationnelle Université de Montréal C.P. 6128, Succ. Centre-Ville Montréal, Québec Canada H3C 3J7 [email protected] http://www.iro.umontreal.ca/~lapalme/ForestInsteadOfTheTrees/ Publication date April 14, 2019 XML to PDF by RenderX XEP XSL-FO Formatter, visit us at http://www.renderx.com/ XML: Looking at the Forest Instead of the Trees Guy Lapalme Professor Département d©informatique et de recherche opérationnelle Université de Montréal C.P. 6128, Succ. Centre-Ville Montréal, Québec Canada H3C 3J7 [email protected] http://www.iro.umontreal.ca/~lapalme/ForestInsteadOfTheTrees/ Publication date April 14, 2019 Abstract This tutorial gives a high-level overview of the main principles underlying some XML technologies: DTD, XML Schema, RELAX NG, Schematron, XPath, XSL stylesheets, Formatting Objects, DOM, SAX and StAX models of processing. They are presented from the point of view of the computer scientist, without the hype too often associated with them. We do not give a detailed description but we focus on the relations between the main ideas of XML and other computer language technologies. A single compact pretty-print example is used throughout the text to illustrate the processing of an XML structure with XML technologies or with Java programs. We also show how to create an XML document by programming in Java, in Ruby, in Python, in PHP, in E4X (Ecmascript for XML) and in Swift. The source code of the example XML ®les and the programs are available either at the companion web site of this document or by clicking on the ®le name within brackets at the start of the caption of each example. -
SVG-Based Knowledge Visualization
MASARYK UNIVERSITY FACULTY}w¡¢£¤¥¦§¨ OF I !"#$%&'()+,-./012345<yA|NFORMATICS SVG-based Knowledge Visualization DIPLOMA THESIS Miloš Kaláb Brno, spring 2012 Declaration Hereby I declare, that this paper is my original authorial work, which I have worked out by my own. All sources, references and literature used or excerpted during elaboration of this work are properly cited and listed in complete reference to the due source. Advisor: RNDr. Tomáš Gregar Ph.D. ii Acknowledgement I would like to thank RNDr. Tomáš Gregar Ph.D. for supervising the thesis. His opinions, comments and advising helped me a lot with accomplishing this work. I would also like to thank to Dr. Daniel Sonntag from DFKI GmbH. Saarbrücken, Germany, for the opportunity to work for him on the Medico project and for his supervising of the thesis during my erasmus exchange in Germany. Big thanks also to Jochen Setz from Dr. Sonntag’s team who worked on the server background used by my visualization. Last but not least, I would like to thank to my family and friends for being extraordinary supportive. iii Abstract The aim of this thesis is to analyze the visualization of semantic data and sug- gest an approach to general visualization into the SVG format. Afterwards, the approach is to be implemented in a visualizer allowing user to customize the visualization according to the nature of the data. The visualizer was integrated as an extension of Fresnel Editor. iv Keywords Semantic knowledge, SVG, Visualization, JavaScript, Java, XML, Fresnel, XSLT v Contents Introduction . .3 1 Brief Introduction to the Related Technologies ..........5 1.1 XML – Extensible Markup Language ..............5 1.1.1 XSLT – Extensible Stylesheet Lang. -
Javaedge Setup and Installation
APPENDIX A ■ ■ ■ JavaEdge Setup and Installation Throughout the book, we have used the example application, JavaEdge, to provide a practical demonstration of all the features discussed. In this appendix, we will walk you through setting up the tools and applications required to build and run JavaEdge, as well as take you through the steps needed to get the JavaEdge application running on your platform. Environment Setup Before you can get started with the JavaEdge application, you need to configure your platform to be able to build and run JavaEdge. Specifically, you need to configure Apache Ant in order to build the JavaEdge application and package it up for deployment. In addition, the JavaEdge application is designed to run on a J2EE application server and to use MySQL as the back-end database. You also need to have a current JDK installed; the JavaEdge application relies on JVM version 1.5 or higher, so make sure your JDK is compatible. We haven’t included instruc- tions for this here, since we are certain that you will already have a JDK installed if you are reading this book. However, if you do need to download one, you can find it at http://java. sun.com/j2se/1.5.0/download.jsp. Installing MySQL The JavaEdge application uses MySQL as the data store for all user, story, and comment data. If you don’t already have the MySQL database server, then you need to obtain the version applicable to your platform. You can obtain the latest production binary release of MySQL for your platform at http://www.mysql.com. -
Appwave Studio User Guide
Product Documentation Embarcadero® AppWave™ Studio User Guide Version 3.0 Published November, 2011 © 2011 Embarcadero Technologies, Inc. Embarcadero, the Embarcadero Technologies logos, and all other Embarcadero Technologies product or service names are trademarks or registered trademarks of Embarcadero Technologies, Inc. All other trademarks are property of their respective owners. Embarcadero Technologies, Inc. is a leading provider of award-winning tools for application developers and database professionals so they can design systems right, build them faster and run them better, regardless of their platform or programming language. Ninety of the Fortune 100 and an active community of more than three million users worldwide rely on Embarcadero products to increase productivity, reduce costs, simplify change management and compliance and accelerate innovation. The company's flagship tools include: Embarcadero® Change Manager™, RAD Studio, DBArtisan®, Delphi®, ER/Studio®, JBuilder® and Rapid SQL®. Founded in 1993, Embarcadero is headquartered in San Francisco, with offices located around the world. Embarcadero is online at www.embarcadero.com. November, 2011 Contents Welcome to Embarcadero AppWave Studio . 7 AppWave Studio Users . .7 Technical Requirements . .9 Mastering Apps . .9 Benefits of Using Apps. .11 Private vs. Public AppWave . .11 Using AppWave Studio . 13 Studio Access . .13 Best Mastering Practices . .14 Create an App with One Click. .15 Licensing . 16 Preparation . 16 Setup . 17 Recording . 20 Running the App. 28 Create AppWave Supported or Custom App from Install . .30 Start . 31 Launch & Brand. 33 App . 35 Test . 41 Broadcast. 43 Actions taken in Each Step . 47 Install Using a Zip File. 49 Create AppWave Supported or Custom App from Scratch . .52 Start . -
Ditype User Guide
DiType User Guide DiType User Guide http://mediawiki.renderx.com/index.php/DiType_User_Guide This Book Is Generated By WikiBooks2PDF using RenderX DiType, XML to PDF XSL-FO Formatter 28 August 2008 DiType User Guide Table of Contents 1. Preface.............................................................................7 What's in this Document? . 7 Prerequisites . .................7 Technical Support . ..............8 2. Overview...........................................................................9 Using DiType . ..................9 Individual User Book Creation . 10 Corporate Documentation System . 11 Mass Production of Documents . 12 Small Office/Home Office . 13 3. Installation.......................................................................15 Windows . .....................15 Mac OS X ................................................ ....................20 Unix/Linux . ...................26 4. Standard Applications..........................................................27 DiType Assistant . 27 What is the DiType Assistant? . 27 Opening the DiType Assistant . 28 Rendering an XML File using the DiType Assistant . 28 DiType Command Line . 31 Running DiType . 31 ditype Switches . 31 ditype Arguments . 33 ActiType . .....................33 Opening ActiType . 34 Formatting an XML or FO File using ActiType . 35 Stopping a Hot Folder . 39 - 3 - by , XML to PDF XSL-FO Formatter DiType User Guide Closing the Application . 40 Running ActiType in Console Mode . 40 Sharing ActiType . 41 5. Configuring DiType.............................................................43 -
Starteam 16.2
StarTeam 16.2 Release Notes Micro Focus The Lawn 22-30 Old Bath Road Newbury, Berkshire RG14 1QN UK http://www.microfocus.com Copyright © Micro Focus 2017. All rights reserved. MICRO FOCUS, the Micro Focus logo and StarTeam are trademarks or registered trademarks of Micro Focus IP Development Limited or its subsidiaries or affiliated companies in the United States, United Kingdom and other countries. All other marks are the property of their respective owners. 2017-11-02 ii Contents StarTeam Release Notes ....................................................................................5 What's New ........................................................................................................ 6 16.2 ..................................................................................................................................... 6 StarTeam Command Line Tools .............................................................................. 6 StarTeam Cross-Platform Client ...............................................................................6 StarTeam Git Command Line Utility. .........................................................................7 StarTeam Server ...................................................................................................... 7 Workflow Extensions ................................................................................................ 8 StarTeam Web Client ................................................................................................8 16.1 Update 1 ......................................................................................................................9 -
Markup UK 2021 Proceedings
2021 Proceedings A Conference about XML and Other Markup Technologies Markup UK 2021 Proceedings 2 Markup UK 2021 Proceedings 3 Markup UK 2021 Proceedings Markup UK Sister Conferences A Conference about XML and Other Markup Technologies https://markupuk.org/ Markup UK Conferences Limited is a limited company registered in England and Wales. Company registration number: 11623628 Registered address: 24 Trimworth Road, Folkestone, CT19 4EL, UK VAT Registration Number: 316 5241 25 Organisation Committee Geert Bormans Tomos Hillman Ari Nordström Andrew Sales Rebecca Shoob Markup UK 2021 Proceedings Programme Committee by B. Tommie Usdin, David Maus, Syd Bauman – Northeastern University Alain Couthures, Michael Kay, Erik Digital Scholarship Group Siegel, Debbie Lapeyre, Karin Bredenberg, Achim Berndzen – <xml-project /> Jaime Kaminski, Robin La Fontaine, Abel Braaksma – Abrasoft Nigel Whitaker, Steven Pemberton, Tony Peter Flynn – University College Cork Graham and Liam Quin Tony Graham – Antenna House Michael Kay – Saxonica The organisers of Markup UK would like to Jirka Kosek – University of Economics, thank Antenna House for their expert and Prague unstinting help in preparing and formatting Deborah A. Lapeyre – Mulberry the conference proceedings, and their Technologies generosity in providing licences to do so. David Maus – State and University Library Hamburg Antenna House Formatter is based on the Adam Retter – Evolved Binary W3C Recommendations for XSL-FO and B. Tommie Usdin – Mulberry Technologies CSS and has long been recognized as Norman Walsh – MarkLogic the most powerful and proven standards Lauren Wood – XML.com based formatting software available. It is used worldwide in demanding applications Thank You where the need is to format HTML and XML into PDF and print. -
GDA Release Notes Release 9.21
GDA Release Notes Release 9.21 Diamond Light Source Jul 16, 2021 CONTENTS 1 GDA 9.0 and GDA 8.52 (expected release: Mar/2016)3 2 GDA 8.50 (Oct/2015) 5 3 GDA 8.48 (Aug/2015) 7 4 GDA 8.46 (Jun/2015) 9 5 GDA 8.44 (Mar/2015) 11 6 GDA 8.42 (Aug/2014) 29 7 GDA 8.40 (Jun/2014) 31 8 GDA 8.38 (Mar/2014) 35 9 GDA 8.36 (Nov/2013) 45 10 GDA 8.34 (Aug/2013) 47 11 GDA 8.32 (Jun/2013) 49 12 GDA 8.30 (Apr/2013) 51 13 GDA 8.28 (Jan/2013) 53 14 GDA 8.26 (Aug/2012) 55 15 GDA 8.24 (June/2012) 57 16 GDA 8.20 (Jan/2012) 61 17 GDA 8.18 (Nov/2011) 63 18 GDA 8.14 (Jun/2011) 65 19 GDA 8.12 (not externally released) 67 20 GDA 8.10 (released 6/Dec/2010) 69 21 GDA 8.8 (released 21/Sep/2010) 71 22 GDA 8.6 (released 11/Jun/2010) 73 i 23 GDA 8.4 (released 30/Mar/2010) 75 24 GDA 8.2 (released 1/Mar/2010) 77 25 GDA 8.0 79 26 GDA 7 and earlier 85 27 Contributors to the GDA project 123 ii GDA Release Notes, Release 9.21 These release notes describe the major changes in each release of the GDA. This includes both changes relevant to developers, and changes relevant to users of the GDA. CONTENTS 1 GDA Release Notes, Release 9.21 2 CONTENTS CHAPTER ONE GDA 9.0 AND GDA 8.52 (EXPECTED RELEASE: MAR/2016) 1.1 User Highlights Development of GDA has been split into 2 streams. -
XSL Formatting Objects XSL Formatting Objects
XSL Formatting Objects XSL Formatting Objects http://en.wikipedia.org/wiki/XSL_Formatting_Objects This Book Is Generated By WikiType using RenderX DiType, XML to PDF XSL-FO Formatter Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published by the Free Software Foundation; with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts. A copy of the license is included in the section entitled "GNU Free Documentation License". 29 September 2008 XSL Formatting Objects Table of Contents 1. XSL Formatting Objects.........................................................4 XSL-FO basics. ...............4 XSL-FO language concepts. 6 XSL-FO document structure. 6 Capabilities of XSL-FO v1.0. 7 Multiple columns. ...........7 Lists.........................................................................8 Pagination controls. 8 Footnotes....................................................................8 Tables................................................ ........................8 Text orientation controls. 9 Miscellaneous...............................................................9 Capabilities of XSL-FO v1.1. 9 Multiple flows and flow mapping. 9 Bookmarks.................................................................10 Indexing....................................................................10 Last page citation. 10 Table markers. 10 Inside/outside floats. 10 Refined graphic sizing. 11 Advantages of XSL-FO. 11 Drawbacks