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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. -
Living Without Google on Android
Alternative for Google Apps on Android - living without Google on Android Android without any Google App? What to use instead of Hangouts, Map, Gmail? Is that even possible? And why would anyone want to live without Google? I've been using a lot of different custom ROMs on my devices, so far the two best: plain Cyanogenmod 11 snapshot on the Nexus 4[^1], and MIUI 2.3.2 on the HTC Desire G7[^2]. All the others ( MUIU 5, MIUI 6 unofficial, AOKP, Kaos, Slim, etc ) were either ugly, unusable, too strange or exceptionally problematic on battery life. For a long time, the first step for me was to install the Google Apps, gapps packages for Plays Store, Maps, and so on, but lately they require so much rights on the phone that I started to have a bad taste about them. Then I started to look for alternatives. 1 of 5 So, what to replace with what? Play Store I've been using F-Droid[^3] as my primary app store for a while now, but since it's strictly Free Software[^4] store only, sometimes there's just no app present for your needs; aptoide[^5] comes very handy in that cases. Hangouts I never liked Hangouts since the move from Gtalk although for a little while it was exceptional for video - I guess it ended when the mass started to use it in replacement of Skype and its recent suckyness. For chat only, check out: ChatSecure[^6], Conversations[^7] or Xabber[^8]. All of them is good for Gtalk-like, oldschool client and though Facebook can be configured as XMPP as well, I'd recommend Xabber for that, the other two is a bit flaky with Facebook. -
Apple Ipad Bookeen Cybook Opus Sony Reader
Digital eBook Readers - Read your EPUB books on the iPad, Sony Reader, Blackberry, iPhone and many others | epubBooks.com - Unl... Home eBook Readers Buy eBooks Blog Donations Search Books Authors Genres Buy eBooks for reading for discovering for choice get bestsellers Featured EPUB eBook Readers Apple iPad Since its release the iPad has taken the world by storm. Well designed, compact, solid battery life and a huge app base, has made the iPad a very desirable product, and which has even opened up eBooks to a much wider audience than previously before. Read more... Recommended Books Bookeen Cybook Opus Night and Day Bookeen has many years experience in making eBook readers and with the Cybook OPUS they Woolf pack in an array of features that far surpass their previous efforts. As one of the first 5 inch E-Ink screens, the Opus comes with great features and is possibly the cutest eReaders on the market, which certainly stands out from the crowd. Read more... Touchstone Wharton Sony Reader Touch Edition Hunchback of Notre Sony has rebranded their latest digital readers to give us proper monikers rather than using Dame those ugly model numbers. We now have the Daily Edition, Pocket Editionand the Touch Hugo Edition, the latter is what I'll be reviewing in this article. Read more... Turn of the Screw James Bookworm Online ePub eBook Reader Bookworm is a free online platform for storing and reading your ePub format books. The main Latest eBooks benefit of using a reading system such as Bookworm is that you can read your eBooks from any web browser on any computer, including most mobile web devices, anywhere at any time. -
Nook 1St Generation Or Nook Simpletouch, Sony Reader, Kobo)
How to Download eBooks to Your Black & White eInk eReader (Nook 1st Generation or Nook SimpleTouch, Sony Reader, Kobo) Warren Public Library You will need: . A Warren Public Library Card . PC or Mac computer . Black & White eReader (Nook 1st Generation or Nook . Adobe Digital Editions software SimpleTouch, Sony Reader, Kobo Reader) and a USB cable to attach it to your computer Note: Before you can checkout eBooks for your eReader, you will need to download and install Adobe Digital Editions. For instructions on how to do this, see page 3. 1. In a web browser on your computer, go to our OverDrive site at http://ebooks.mcls.org. 2. Near the upper right, click Sign In. Select Warren Public Library from the dropdown menu. Enter your Library card number. Click the green Sign In button. 3. Using the search box on the right-hand side, search for the title or author you are looking for. To narrow your results to titles usable by your eReader, in the left-hand side menu under Format click Adobe EPUB eBook. Click the title of the book you wish to checkout. 4. To check out your EPUB eBook, click “Borrow”. The EPUB eBook will be checked out to you. If the EPUB eBook is not currently available to be checked out, instead of saying “Borrow” it will say “Place a Hold”. To put an item on hold, click the “Place a Hold” button. Enter your email address in the boxes where indicated. You will get an email when the item is available to be checked out, and will have 72 hours from when the email is sent to checkout and download your hold. -
Instructions to View .Epub File .Epub File to Be Used on Devices Other Than Kindles, Or Devices Not Using the Kindle App
Instructions to view .ePUB file .ePUB file to be used on devices other than Kindles, or devices not using the Kindle app Please note, these instructions are a guide only. Your device, device set-up and e-reader may differ. If you are having trouble downloading or viewing the file, please refer to your manufacturer’s instructions for opening this type of file. Please be patient when downloading the file; to maintain the quality of the images throughout the book, the file size is quite large (87 MB) and, depending on your internet speed, it may take a while to download. To open .ePUB file on iPhone or iPad 1. Check that you have the iBooks or Apple Books app installed on your device. 2. Download or save the .ePUB file onto your device. 3. Navigate to the folder where you have saved the .ePUB file. 4. Hold down the icon for the .ePUB file. A menu should open which says ‘Open In’. Select iBooks or Apple Books. 5. The book should automatically open in iBooks or Apple Books for you to review. To open .ePUB file on Android device 1. Check that you have an e-reader app installed on your device, such as Google Play Books. 2. Download the .ePUB file. 3. Navigate to the downloaded .ePUB file. If using Google Play Books, tap ‘Upload to Play Books’ (other e-readers may differ). 4. You can then find the file in ‘My Library > Uploads’, and begin reading. To open .ePUB file on Windows PC 1. Ensure that you have an e-reader app installed on your computer, such as Adobe Digital Editions 2. -
Overdrive Ebook Troubleshooting
Troubleshooting OverDrive Library eBook Service - common solutions Login issues in the eBook catalog “(0) Failed Patron RPA Response validation” Reason: Patron lives outside of the legal service area and can’t use our collection Overdrive app Authorization – Make sure the App has be authorized If the app is 1 already authorized you 3 will see the 2 account info Download setting – Make sure downloads are enabled Apple iOS 1 3 2 Android 3 New vs Old Version of the App - Android Some older android devices are not powerful enough to handle the new app so when you get the app from the store you will get the old version instead. There are instructions for the old app on the eBook help page (cityofmidlandmi.gov/ebookhelp) below the list of devices. You can tell which version you are using based on where the menu options are located. New App Old App Version 1. Old App Version 2. Menu at top left Menu at top right Menu at bottom or Sign in Problem When attempting to sign in, you see the message “Something went wrong. Our Support …” OverDrive support suggests deleting app cookies to resolve the issue. 1. Tap the app menu button 2. Tap Settings 3. Swipe down and tap Delete App Cookies and confirm by tapping Delete App Cookies again. Kindle Devices Amazon account issues You need to use the same Amazon account that was used when the Kindle was registered When borrowing eBooks, Amazon will tie the title to what ever account is currently logged in on Amazon.com. -
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. -
Creating Great Ebooks Using Jutoh
CREATING GREAT EBOOKS USING JUTOH A complete guide to making ebooks for Kindle, iPad, Nook, Kobo and more, from new project to publication by Julian Smart Published by Anthemion © Julian Smart 2011 Edition 2.22 All rights reserved. You are welcome to redistribute this book in its original form. The author acknowledges the trademarked status and trademark owners of various products referenced in this work. This book was created using Jutoh. The author acknowledges the trademarked status and trademark owners of various products referenced in this work, which have been used without permission. The publication/use of these trademarks is not authorized, associated with, or sponsored by the trademark owners. Table of Contents From the Horse’s Mouth........................................................................................................................xi Preface...................................................................................................................................................xiii Bring on the revolution.....................................................................................................................xiii About the author..........................................................................................................................xiv How this book is structured...............................................................................................................xiv Conventions and terms used in this book..........................................................................................xvi -
PDF Bekijken
OSS voor Windows: Kantoor (Productiviteit) Ook Ook Naam Functie Website Linux NL Programma voor Abiword ja ja www.abisource.com tekstverwerking Apache Veelomvattende ja ja nl.openoffice.org OpenOffice kantoorsoftware Briss Cropping PDF files ja nee briss.sourceforge.net Calibre e-Book library management ja nee calibre-ebook.com Veelomvattende Calligra kantoorsoftware, alternatief ja ja https://www.calligra.org voor LibreOffice Note-to-Self Organizer with Chandler calendaring, task and note ja nee chandlerproject.org management Hierarchical note taking CherryTree ja nee www.giuspen.com/cherrytree application helps create specialized CVAssistent ja nee sf.net/..../cvassistant resumes in Word .docx format Create, share and view DjVuLibre documents and images in the ja nee djvu.sourceforge.net DjVu format FocusWriter Tekstverwerker ja ? gottcode.org/focuswriter FreeMind Mind mapping and idea tracking ja nee freemind.sourceforge.net FromScratch Note-taking application ja nee fromscratch.rocks Planning en beheer van GanttProject ja ja www.ganttproject.biz projecten Geany Tekst editor en IDE ja ja geany.org Persoonlijke en zakelijke GnuCash ja ja www.gnucash.org boekhouding Gnumeric Rekenblad programma ja ja projects.gnome.org/gnumeric Beheer van persoonlijke Grisbi ja ja sourceforge.net/projects/grisbi financiën Kate Geavanceerde teksteditor ja ja kate-editor.org KMyMoney Personal Finance Manager ja ja kmymoney.org Proofreading program for a LanguageTool number of languages ja ja languagetool.org Markdown note taking app Laverna ja nee laverna.cc