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MORF: a Framework for Predictive Modeling and Replication at Scale with Privacy-Restricted MOOC Data
MORF: A Framework for Predictive Modeling and Replication At Scale With Privacy-Restricted MOOC Data Josh Gardner, Christopher Brooks Juan Miguel Andres, Ryan S. Baker School of Information Graduate School of Education The University of Michigan The University of Pennsylvania Ann Arbor, USA Philadelphia, USA fjpgard, [email protected] [email protected], [email protected] Abstract—Big data repositories from online learning plat- ing. For example, several works have explored prediction forms such as Massive Open Online Courses (MOOCs) rep- of various student outcomes using behavioral, linguistic, resent an unprecedented opportunity to advance research and assignment data from MOOCs to evaluate and predict on education at scale and impact a global population of learners. To date, such research has been hindered by poor various student outcomes including course completion [1], reproducibility and a lack of replication, largely due to three [2], [3], assignment grades [4], Correct on First Attempt types of barriers: experimental, inferential, and data. We (CFA) submissions [5], student confusion [6], and changes present a novel system for large-scale computational research, in behavior over time [7]. A key area of research has been the MOOC Replication Framework (MORF), to jointly address methods for feature engineering, or extracting structured these barriers. We discuss MORF’s architecture, an open- source platform-as-a-service (PaaS) which includes a simple, information from raw data (i.e. clickstream server logs, flexible software API providing for multiple modes of research natural language in discussion posts) [8]. (predictive modeling or production rule analysis) integrated with a high-performance computing environment. All experi- B. -
Ubuntu Kung Fu
Prepared exclusively for Alison Tyler Download at Boykma.Com What readers are saying about Ubuntu Kung Fu Ubuntu Kung Fu is excellent. The tips are fun and the hope of discov- ering hidden gems makes it a worthwhile task. John Southern Former editor of Linux Magazine I enjoyed Ubuntu Kung Fu and learned some new things. I would rec- ommend this book—nice tips and a lot of fun to be had. Carthik Sharma Creator of the Ubuntu Blog (http://ubuntu.wordpress.com) Wow! There are some great tips here! I have used Ubuntu since April 2005, starting with version 5.04. I found much in this book to inspire me and to teach me, and it answered lingering questions I didn’t know I had. The book is a good resource that I will gladly recommend to both newcomers and veteran users. Matthew Helmke Administrator, Ubuntu Forums Ubuntu Kung Fu is a fantastic compendium of useful, uncommon Ubuntu knowledge. Eric Hewitt Consultant, LiveLogic, LLC Prepared exclusively for Alison Tyler Download at Boykma.Com Ubuntu Kung Fu Tips, Tricks, Hints, and Hacks Keir Thomas The Pragmatic Bookshelf Raleigh, North Carolina Dallas, Texas Prepared exclusively for Alison Tyler Download at Boykma.Com Many of the designations used by manufacturers and sellers to distinguish their prod- ucts are claimed as trademarks. Where those designations appear in this book, and The Pragmatic Programmers, LLC was aware of a trademark claim, the designations have been printed in initial capital letters or in all capitals. The Pragmatic Starter Kit, The Pragmatic Programmer, Pragmatic Programming, Pragmatic Bookshelf and the linking g device are trademarks of The Pragmatic Programmers, LLC. -
Handheld Computing
Reality Computing Handheld Computing Col. Kenneth L. Alford, Ph.D. U.S. Army Handheld computers, especially personal digital assistants (PDAs), are increasingly being used throughout the Department of Defense. This article highlights some of the ways that PDAs are used today and are envisioned for the future. It outlines some of the considerations involved in a PDA procurement, discusses four tools for developing PDA resource materials – pro- gramming tools, hypertext markup language- and eXtensible markup language-based tools, text tools, and calendar tools – outlines some of the benefits and challenges associated with using PDAs, and shares several lessons learned. omputing power continues to increase copy of the complete daily list. Using requirement, the PDA displays detailed in capacity and decrease in cost and their PDAs, guards can also provide specifications. Officers then check off size.C Today’s low-cost handheld comput- visitors with maps and directions to whether items are found to be satisfac- ers and personal digital assistants (PDAs) their destination on base [4]. tory or are in violation of federal law. allow computing resources to be almost • The Commanders Digital Assistant is a Instead of laboring to determine ubiquitous. This article illustrates how ruggedized PDA that is being fielded whether the law requires a particular handheld computing is changing the way to combat troops; it has already seen ship to carry one of three different some Department of Defense (DoD) field use with the 82nd Airborne in types of life rafts, an inflatable buoyant organizations do business and discusses how apparatus, life float, or nothing at all, you may take advantage of the capabilities boarding officers, with PDAs in hand, that are available through this technology. -
A 'World' of Information in Your Pocket
Vol. 03, No. 4 / April 2004 A ‘World’ of information in your pocket Transferring online information onto your PDA provides the World Wide Web’s benefits without the connection. John Luo, MD Assistant professor of psychiatry UCLA Neuropsychiatric Institute and Hospital Los Angeles, CA With wireless Internet available in hospitals, coffee shops, airports, universities, and libraries, real-time Internet access away from the home or office is just a click away on your personal digital assistant (PDA). But what if you’re somewhere without wireless Internet-such as in flight or at the local department of motor vehicles? Transferring and storing online content onto your PDA lets you access critical online information in places without a connection, making your down time more productive. PORTABLE ONLINE CONTENT Much Web-based information can easily be captured or stored onto your PDA. Electronic books, or e-books, have long been one of the pleasures of using PDAs and handheld devices such as the Franklin eBookMan. Many e-books are available for free or for purchase at numerous Web sites. Medical text vendors such as Skyscape and Handheldmed offer a range of titles, including the DSM-IV-TR and the Washington Manual Psychiatry Survival Guide. Clinical literature. Many journals and medical periodicals offer Adobe Acrobat portable document format (PDF) versions of print articles, but these are often available only to subscribers. Most online content is copyrighted. As long as the material is captured for personal use and is not distributed, however, there should be no legal ramifications. TEXT TRANSFER OPTIONS The easiest way to import text into your handheld is to select text with your mouse, copy the text, paste it into a Microsoft Word document, and transfer it onto your PDA. -
Session S4E ADDING PDAS to YOUR TEACHING TOOLKIT
Session S4E ADDING PDAS TO YOUR TEACHING TOOLKIT1 2 3 Kenneth L. Alford and John M. D. Hill Abstract¾This paper describes our experience core information technology (IT) course as a freshman, and incorporating Personal Digital Assistants into computer beginning with the 2003 Fall semester all juniors are science courses in the Department of Electrical Engineering required to take a second IT course as part of their general and Computer Science at the United States Military education requirements. Academy at West Point, New York. All students at our institution are required to purchase a Personal Digital Computing Environment Assistant. The primary goal of this paper is to provide an overview of some of the many ways that handheld computing All West Point students are required to purchase a personal devices can be used to supplement curriculum resources and computer and, beginning with the graduating class of 2003, a presentation in undergraduate education. This paper personal digital assistant as well (see Figures 1 and 2). discusses four kinds of tools that can be used to create Handheld and desktop computer purchases are centrally academic resources for students and faculty: (1) managed, and with very few exceptions all students within programming tools, (2) HTML and XML-based tools, (3) the same graduating class own the same personal version of text tools, and (4) calendar tools. We also discuss benefits computer, PDA, and software applications. Students from providing handheld computing resources and share purchase their personal computer and PDA prior to the lessons learned. beginning of their freshman year, and they receive initial training in the setup and use of the hardware and the Index Terms¾Personal Digital Assistants, PDAs, handheld software applications. -
Dotproject 1.0
Ulasan CD | Klinik | Ulasan | Linux Ready | Utama | Bisnis | Feature | Tutorial SOFTWARE Hasil Tes dan Ulasan Software dotProject 1.0 WEB-BASED PROJECT MANAGEMENT Sifat: Free Software Lisensi: dotProject License Pengembang: tim dotProject Situs web: http://www.dotproject.net erencanaan tentunya merupakan hal yang penting bagi suatu P perusahaan. Perusahaan yang memiliki rencana kerja yang baik tentu akan menghasilkan lebih daripada perusahaan yang rencana kerjanya berantakan. Apalagi jika dibandingkan dengan perusahaan yang dotProject. rencananya tidak jelas. Banyak tool yang bisa digunakan untuk platform sistem operasi. Instalasinya dapat style sesuai selera. Ketika style baru membantu kita dalam merencanakan dan dilakukan dengan mudah dengan mengedit diaplikasikan, Anda akan merasa seperti mengatur proyek. Sebut saja tool hebat dan satu atau dua file php. Namun, untuk menggunakan aplikasi lain. Namun, fasilitas populer di Microsoft Windows seperti menjalankan dotProject, terlebih dahulu ini bukannya tidak memiliki kekurangan. Microsoft Project. Atau ada pula MrProject Anda harus memiliki Apache, PHP dan Penggunaan CSS yang terkadang tidak teliti di Linux. Semua tool tersebut dapat MySQL yang bekerja dengan baik. Untuk membuat berbagai komponen form HTML digunakan untuk membantu kita dalam saat ini, instalasi ketiganya dapat dilakukan menjadi terlihat aneh—kalau tidak terlalu membuat perencanaan dan manajemen dengan relatif mudah, apalagi jika Anda besar, maka terlalu kecil sehingga banyak proyek yang lebih baik. menggunakan distro-distro -
Installing Using an Auto-Installer
Installing using an auto- installer Softaculous, Fantastico, etc If your web provider offers Softaculous, Fantastico or other similar software installers, then you may choose to use the. These installers do the bulk of the work for you and can be faster than installing phpList manually. Log on to your web space, (cPanel/Plesk etc) and click on Softaculous/Fantastico then find the phpList installation and choose the Install option. Please note, for this example I have used Softaculous installer. On the Install page you can choose your settings. In the order shown in the image: Protocol http:// is the norm Domain if you have more than one domain on your hosting/web space, choose that here Directory you should set the directory that you wish your phpList installation to be placed in. This should usually be left blank however in this example we are using test/phplist1. Any variations will become part of the URL to your phpList install, so it is best to keep it simple A database name is suggested next. You may change it within limits to a name that makes more sense to you if you wish. 8 characters are usually the maximum here as it will be prefixed to your hosting username (eg:user234_phplst1 in my example). Important! If you have only one database available to all your websites, then it is very important to use a unique identifier here, one that makes sense to you as belonging to this phpList installation. If you have access to a number of databases, then it's an advantage to use one per installation. -
Bücher Machen Mit Python
Bücher machen mit Python Eine praktische Einführung Georg Hennemann, DZUG Rheinland [email protected] Juni 2006 . mein FOSSiler Werdegang Jahrgang 1966 (Fußball-WM England-Deutschland 4:2-Sieg nach Verlängerung) 20 Jahre totale Computerabstinenz (gl. K.) Coherent Unix, SunOs, GNU Software seit 1986 Linux seit 1990, Debian seit 1996 Python/Zope seit 2000 PDA Zaurus seit 2003 Gnome & GPE 2004 Plucker 2006 Themen die mich bewegen Wann kommt IPv6? Mobiles Internet Bücher und Software in der Public Domain freie eBook-Formate Themen die mich bewegen Wann kommt IPv6? Mobiles Internet Bücher und Software in der Public Domain freie eBook-Formate mein erster Marathonlauf im Herbst ;) Plucker Pluck /Pluck/, v. t. [imp. & p. p. {Plucked}; p. pr. & vb. n. {Plucking}.] [AS. pluccian; akin to LG. & D. plukken, G. pfl["u]cken, Icel. plokka, plukka, Dan. plukke, Sw. plocka.?27.] 1. To pull; to draw. [1913 Webster] Mind The Gap: ’pluck’ <> ’plug’ Mind The Gap: ’pluck’ <> ’plug’ Plug ist ein Stecker oder Stöpsel to pull the plug - den Stecker/Stöpsel ziehen eBook-Formate Binäre Formate: Microsoft .lit, RocketBook .rb, Plucker .pdb etc. Mischformate: .pdf (Seitenbeschreibungssprache) Text Formate: FictionBook (xml), TAI (Lite), usw. Binäre Formate Vorteile Dokument kann maschinell erstellt werden (aus mehreren HTML- und Bilddateien) automatischer Ablauf (Build) eines eBooks, ePapers gute Kompression (DB-Format) Nachteile Metadaten nicht im Dokument spezieller eBook-Reader erforderlich Mischformate Vorteil sieht überall gleich bescheiden aus (pdf) Seitenumbrüche -
Best Practice for Selecting Software to Support NPD Process Management
Best practice for selecting software to support NPD process management Janaina M. H. Costa, Creusa Sayuri T. Amaral, Henrique Rozenfeld University of Sao Paulo e-mail: [email protected] Abstract: The use of software solutions is one way to improve NPD processes. However, this practice is still underestimated due to the lack of a comprehensive selection process of software toward the necessities of SME´s NPD. Therefore, this paper presents a method that allows SME to analyze and select software, on their own, which supports NPD processes. The method systematizes the search of empirical knowledge about NPD best practices. This knowledge may be updated by a community of practices based on previous experiences of selecting and applying new solutions to NPD. This can be reused as a background for enterprises to define their criteria without starting from the very beginning. This paper also reports an empirical application which highlights the criteria used to select the software. Keywords: NPD best practices; tool selection, reference model. 1. Introduction may not take place at technological SMEs. While they may not be able to afford external consultants, they still need Today’s small and medium technological enterprises to adopt tools and software that best meet their financial, (SMEs) are organizing into networks so as to (1) increase cultural and technological requirements. their visibility in the marketplace, (2) share experiences, Fortunately, a lot of free software that supports NPD can knowledge and abilities and (3) seek new ways to reduce be found on the Internet, thus, SMEs can take advantage of costs. Nonetheless, there remains the challenge of promoting them to improve their NPD processes. -
Software Übersicht
Software Übersicht Serendipity WordPress eggBlog open Blog Nucleus CMS Pixie Blogs b2evolution Dotclear PivotX LifeType Textpattern Chyrp StatusNet Sharetronix Micro Blogs PageCookery Storytlr Zikula Concrete5 Mahara Xoops phpwcms Tribiq ocPortal CMS Made Simple ImpressCMS Joomla 2.5/Joomla 3.1 Contao Typo3 Website Baker SilverStripe Quick.cms sNews PyroCMS ImpressPages Portals/CMS Geeklog Redaxscript Pluck Drupal 7/Drupal 8 PHP-fusion BIGACE Mambo Silex Subrion PHP-nuke Saurus Monstra Pligg jCore Tiki Wiki CMS MODx Fork GroupWare e107 phpBB Phorum bbPress AEF PunBB Vanilla Forums XMB SMF FUDforum MyBB FluxBB miniBB Gallery Piwigo phpAlbum Image Galleries Coppermine Pixelpost 4images TinyWebGallery ZenPhoto Plogger DokuWiki PmWiki Wikis MediaWiki WikkaWiki Social Networking Dolphin Beatz Elgg Etano Jcow PeoplePods Oxwall Noahs Classifieds GPixPixel Ad Management OpenX OSClass OpenClassifieds WebCalendar phpScheduleIt Calenders phpicalendar ExtCalendar BlackNova Traders Word Search Puzzle Gaming Shadows Rising MultiPlayer Checkers phplist Webmail Lite Websinsta maillist OpenNewsletter Mails SquirrelMail ccMail RoundCube LimeSurvey LittlePoll Matomo Analytics phpESP Simple PHP Poll Open Web Analytics Polls and Surveys CJ Dynamic Poll Aardvark Topsites Logaholic EasyPoll Advanced Poll dotProject Feng Office Traq phpCollab eyeOSh Collabtive Project PHProjekt The Bug Genie Eventum Management ProjectPier TaskFreak FlySpray Mantis Bug tracker Mound Zen Cart WHMCS Quick.cart Magento Open Source Point of Axis osCommerce Sale TheHostingTool Zuescart -
My Account Was Hacked
My Account Was Hacked If your account has been hacked or compromised in some way - don't worry, we may be able to help. We offer a Managed Security Clean Up Service - for more information see our website or contact Technical Support by phone, chat, or ticket. How was my account hacked? How do I recover? Helpful Links How was my account hacked? There are two common ways account are compromised: 1) The hacker successfully authenticated and accessed your account like a regular user. The attacker already knew your password (e.g., because your home computer has a virus or other program logging your keystrokes) or was able to guess your password (e.g., using a brute force or dictionary attack). 2) The attacker exploited a security vulnerability in a script or application installed on your account. This is most likely the case if you are running old or outdated software that has known security vulnerabilities (e.g., Joomla 1.0). This type of vulnerability can also occur in the database through a MySQL injection, as such your database integrity is also most likely compromised. How do I recover? To help mitigate future attacks, we recommend performing all of the following: – Before doing anything else, run a complete computer scan for viruses and malware. Ensure that your system is running up-to-date anti-virus and anti- malware software. – Login to your cPanel and change your main cPanel, e-mail, FTP users, and MySQL users passwords. Make sure the new passwords are secure; they should contain a mix of upper- and lowercase letters and numbers. -
Silicon House – Rapid Action Force LINUX LATHA UNLIMITED
Silicon House – Rapid Action Force LINUX LATHA UNLIMITED RESELLER HOSTING PACKAGE IV Sales Support: 9361777518, 9345691145 Technical Support: 04424412748, 04424405807, 04424412448 Enquiry : http://enquiry.siliconhouse.net Silicon House is a global leader in providing internet infrastructure and application development and Asia's Largest Web Hosting Company Since1998. We have 9 Lakhs clients, growing everyday and more than 18000 resellers across 57 countries. For more than a decade, we have helped many of the corporate houses around the world to re-build their empire in the digital economy. Our presence is spread in over 57 countries. Our focus lies in implementing Internet business solutions such as domain name registration, web hosting, email solutions, high performance dedicated server clusters, cloud servers, application hosting for e-commerce and SaaS, payment gateways, media streaming etc. At Silicon House, we invest on high quality and future secured technologies. The State-Of- The-Art infrastructure, fully automated processes and dedicated world class support has been key to our success. Being an ISO 9001:2000 certified organisation, our processes are well defined and globally benchmarked. We are e-transforming organisations in North America, West Europe, Middle East, Asia and Australia. We constantly work on identifying your business needs and developing innovative solutions that address them completely. We future secure your business by constantly updating you on the latest trends of the digital economy. Be it a dedicated server solution for distribution chain management or a small hosting solution for a SOHO, our process & product automation has enabled us to provide the most sophisticated solution at the shortest possible time.