Designing The Future of Software

Size: px
Start display at page:

Download "Designing The Future of Software"

Transcription

1 Designing The Future of Software Alan Kay Viewpoints Research Institute Vanguard Los Angeles, Feb 24 nd, 2011

2 News can be told in a few minutes New = learning, longer & change News

3 van der Waals forces News: Behold! New: Fiat Lux!

4 A Vanguard Talk 45 Minutes! 45 Minutes!

5 Software Has Fallen Short Quality Bar 7 Quality Bar 6 Quality Bar 5 Quality Bar 4 Quality Bar 3 Quality Bar 2 Quality Bar 1 General Practice of 1970s Best of 1970s Best Practice of Today General Practice Today What is Needed Today

6 Tinkering Computer Software Engineering Yikes! Technology Mathematics Science

7 The Arts from the perspective of their Ultimate Critics People Nature Forms Engineering Sciences Stories Agriculture Physics Painting Buildings Chemistry Theater Radio & TV Biology Music Telephone Anthropology Language Engines Psychology Religion Electric Power Sociology Mathematics Mechanics Systems Bridges & People Bridges

8 The Arts from the perspective of their Ultimate Critics People Nature Forms Engineering Sciences Stories Agriculture Physics Painting Buildings Chemistry Theater Radio & TV Biology Music Telephone Anthropology Language Engines Psychology Religion Electric Power Sociology Mathematics Mechanics Systems Bridges & People Bridges Bridge Science

9 The Arts from the perspective of their Ultimate Critics People Nature Forms Engineering Sciences Stories Agriculture Physics Painting Buildings Chemistry Theater Radio & TV Biology Music Telephone Anthropology Language Engines Psychology Religion Electric Power Sociology Mathematics Mechanics Systems Bridges & People Bridges Bridge Science Computer Systems & People Computer Systems Computer Science

10

11 Human Universals Coping Social Language Culture Fantasies Stories Tools, Art, Technologies Goals, Plans... Play & Games About 300 of these have been identified Fixed Rules, Flexible Strategies Case based learning Case based reasoning Superstition Religion/Magic Theater Differences over Similarities Quick Reactions To Patterns "The Other" Supernormal Responses Vendetta Value Shortages **Loud Noises & Snakes

12 Human Universals And Non-Universals Coping Social Language Culture Fantasies Stories Tools, Art, Technologies Goals, Plans... Play & Games About 300 of these have been identified Fixed Rules, Flexible Strategies Case based learning Case based reasoning Superstition Religion/Magic Theater Differences over Similarities Quick Reactions To Patterns "The Other" Supernormal Responses Vendetta Value Shortages **Loud Noises & Snakes Progress Writing & Reading Deductive Abstract Math Model Based Science Thought, Thought, Thought Equal Rights Democracy Similarities over Differences Slow Deep Thinking Legal System vs Vendetta Perspective Drawing Theory of Harmony

13 Easy To Learn?

14 Average Price Of A Car In US = $28,500 Average Price Of A High End Laptop = $2,500

15 Which means they can only conceive the future in terms of the present Most people can only experience the present in terms of the past

16 Past Present Future

17 Past Present Future

18 What learning curve are you on? What if the problem is really hard? For decades many people in many countries tried and failed

19 What learning curve are you on? What if the problem is really hard? The problem is that we don't understand the problem. Paul MacCready How can we find out what the problem is? If you don't know what to do, Do lots of things! Everyone else was trying to make an airplane. We were trying to do human powered flight!

20 Change the roles and the relationships... IT Suppliers, vendors End-Users Consumers A Golden Oldie Using network, automatically find the prototypes the endusers are making and sharing Use the prototype as good first pass at requirements Optimize Make more powerful end-user tools and access to resources... Editors, helpers Authors

21 From Computer Aided Design Directly To Artifacts

22 about Ship The Design The computer aided software design system merges and debugs and prints requirements, specifications, and design *as* the app

23 Bitmap displays and ½ Mouse Small low cost powerful personal computers 7 Big Designs From The 70s Graphical User Interface OOP Internet High quality laser printing Ethernet

24

25 About Dependencies Semantic Caching, etc.

26 Go get the future and bring it back Wayne Gretzky Theory of the Future A good hockey player plays where the puck is. A great hockey player plays where the puck is going to be. I wasn't naturally gifted in terms of size and speed; everything I did in hockey I worked for You miss 100% of the shots you don't take

27 The 30 Year Wayne Gretzky Game It would be ridiculous if we didn't have We can do many experiments without having to optimize If we do optimize, then we can make far future apps $ HW Now Years Out 30 Years Out

28 Hardware is just SW crystallized early!

29 Hardware is just SW crystallized early!

30 Hardware is just SW crystallized early!

31 Hardware is just SW crystallized early!

32 Hardware is just SW crystallized early!

33 What is the message of Moore's Law? Moore's Law From Gears to Biology!

34 What is the message of From Gears To Biology? No Centers Extremely Scalable Architectures

35 What was late 70s early 80s message of Extremely Scalable No Centers Architectures??

36 What Can You Make With Bricks? 2 nd Order Golden: But more powerful materials allow more powerful architectures 1 st Order Golden: Architecture Dominates Materials

37 What Can You Make With Bricks? 2 nd Order Golden: But more powerful materials allow more powerful architectures? a b 1 st Order Golden: Architecture Dominates Materials?

38 Try to achieve a scalable ecology, then a psychology We want an ecology of competencies architecture dominates materials Not a biological ecology but a systems ecology meaning dominates connections Not a biological psychology but a systems psychology

Field of Study 14.1% 12.6% Number of Areas of Study 12.9% 1.4% 0.0% 0.0%

Field of Study 14.1% 12.6% Number of Areas of Study 12.9% 1.4% 0.0% 0.0% Do you plan to focus on a particular field or fields of at Evergreen? First-time, First-year students were asked if they planned to focus on a particular field of ; 73% plan to focus on a field or fields

More information

Certificate. Estimated Program Length & Cost *

Certificate. Estimated Program Length & Cost * 159 The College for Real Careers (DDT) Program Information Average Full-Time Wage Every new structure or machine starts out as the idea of a designer or an engineer. It is only through the knowledge and

More information

Cary Sachs: â Success Requires Sacrifice'

Cary Sachs: â Success Requires Sacrifice' Cary Sachs: â Success Requires Sacrifice' 07.07.2017 "Unfortunately, you can't have it all," says Cary Sachs, president of television and streaming at Ant Farm. "You will get it all, but right now, if

More information

Spokane Community College Divisional FTES Summary

Spokane Community College Divisional FTES Summary Divisional FTES Summary Division Arts and Sciences 2310.7 2364.3 2519.6 155.3 Athletics, Physical Education, and Recreation 333.0 316.5 287.2-29.3 Business, Hospitality, and Information Technology 1278.5

More information

Spokane Community College Divisional FTES Summary

Spokane Community College Divisional FTES Summary Divisional FTES Summary Division Arts and Sciences 2364.3 2310.7 2426.1 53.6 Athletics, Physical Education, and Recreation 316.5 333.0 352.5-16.5 Business, Hospitality, and Information Technology 1283.2

More information

Degrees & Certificates

Degrees & Certificates Degrees & Certificates PROGRAM NAME LOCALLY APPROVED CERTIFICATE STATE APPROVED CERTIFICATE ASSOCIATE DEGREE PROGRAM CODE ASSOCIATE OF ARTS / ASSOCIATE OF SCIENCE DEGREES Administration & Information Systems

More information

Fullerton College. Programs of Study Leading to an Associate Degree

Fullerton College. Programs of Study Leading to an Associate Degree Programs of Study Leading to an Associate Degree Associate in Arts Degrees Administration of Justice Advertising & Graphic Design Advertising (JOUR) Anthropology Art Art History Astronomy Biology Business

More information

Engineering, & Mathematics

Engineering, & Mathematics 8O260 Applied Mathematics for Technical Professionals (R) 1 credit Gr: 10-12 Prerequisite: Recommended prerequisites: Algebra I and Geometry Description: (SGHS only) Applied Mathematics for Technical Professionals

More information

Questions to Help Students Choose a Career Cluster

Questions to Help Students Choose a Career Cluster Have students answer the following questions to help them decide on a career cluster. If a student answers yes to five or more of the questions for a single career cluster, that cluster may be right for

More information

Research Categories Bioenergy Machinery Transportation. Seed Science Soil Soybeans Water

Research Categories Bioenergy Machinery Transportation. Seed Science Soil Soybeans Water Agricultural Sciences General Ag Sciences Agricultural Economics & Policy Agricultural education International Agriculture Ag Engineering Agronomy Animal Science Biochemicals Bioenergy Machinery Transportation

More information

Flash player xbox one

Flash player xbox one Flash player xbox one The Borg System is 100 % Flash player xbox one 16-2-2013 flash player für xbox one, flash player xbox one internet explorer, flash player xbox internet explorer, xbox internet explorer

More information

WRIGHT STATE UNIVERSITY. The Wright State Core

WRIGHT STATE UNIVERSITY. The Wright State Core WRIGHT STATE UNIVERSITY The 2016-17 Wright State Core A university degree goes beyond preparing graduates for a profession; it transforms their lives and their communities. Wright State graduates will

More information

Enabling Open Research. Heather Joseph Executive Director, SPARC University of Vermont March 5, 2018

Enabling Open Research. Heather Joseph Executive Director, SPARC University of Vermont March 5, 2018 Enabling Open Research Heather Joseph Executive Director, SPARC University of Vermont March 5, 2018 SPARC is a global coalition committed to making open the default in research and education. We focus

More information

This is an oral history interview with Carol, IBM Executive Assistant to John Kelly, on August 4, 2003,

This is an oral history interview with Carol, IBM Executive Assistant to John Kelly, on August 4, 2003, This is an oral history interview with Carol, IBM Executive Assistant to John Kelly, on August 4, 2003, conducted by IBM Corporate Archivist, Paul Lasewicz. Thank you and welcome. Thank you. Can you start

More information

GENERAL EDUCATION PROGRAM AT THE COMMUNITY COLLEGE OF RHODE ISLAND

GENERAL EDUCATION PROGRAM AT THE COMMUNITY COLLEGE OF RHODE ISLAND GENERAL EDUCATION PROGRAM AT THE COMMUNITY COLLEGE OF RHODE ISLAND General education is the component of a Community College of Rhode Island degree program that is intended to develop a student s higher

More information

Substitution Guidelines: Planning Sheet 3-GS to Gen Ed Planning Sheet

Substitution Guidelines: Planning Sheet 3-GS to Gen Ed Planning Sheet Substitution Guidelines: Planning Sheet 3-GS to Gen Ed Planning Sheet Academic Planning Sheet 3-GS (2015) Area A-Natural Sciences Biology (BIOL) 100 General Biology S&QI T1 103 Human Sexual Biology S&QI

More information

English as a Second Language Podcast ESL Podcast 295 Playing Video Games

English as a Second Language Podcast   ESL Podcast 295 Playing Video Games GLOSSARY fighting violent; with two or more people physically struggling against each other * In this fighting game, you can make the characters kick and hit each other in several directions. role-playing

More information

William Milam Ford Motor Co

William Milam Ford Motor Co Sharing technology for a stronger America Verification Challenges in Automotive Embedded Systems William Milam Ford Motor Co Chair USCAR CPS Task Force 10/20/2011 What is USCAR? The United States Council

More information

STEAM Integrated Education: An Overview of What and Why

STEAM Integrated Education: An Overview of What and Why STEAM Integrated Education: An Overview of What and Why Science & Technology interpreted through Engineering & the Arts, all understood with elements of Math. STEAM - BETT London 25 January 2017 Georgette

More information

Computer & Information Science & Engineering What s All This?

Computer & Information Science & Engineering What s All This? Computer & Information Science & Engineering What s All This? Marc Snir Department of Computer Science Time s man of the year, 1982 A New World Dawns Steven Jobs was 27 The IBM PC was a few months away

More information

Media Technology Program Articulation

Media Technology Program Articulation Memorandum of Understanding (2015-2016) Southwestern College This document is intended both as a memorandum of understanding for college counselors and as a guide for students transferring into Woodbury

More information

CURRICULUM MAP. Course/ Subject: Principles of Technology Grade: Month: Sept-Oct (Communication) Enduring Understanding

CURRICULUM MAP. Course/ Subject: Principles of Technology Grade: Month: Sept-Oct (Communication) Enduring Understanding CURRICULUM MAP Course/ Subject: Principles of Technology Grade: 9-12 Month: Sept-Oct (Communication) Enduring Understanding Technology is created, used and modified by humans. A technological world requires

More information

Archive Course Materials and Services Fees Spring 2018 Page 1 of 12

Archive Course Materials and Services Fees Spring 2018 Page 1 of 12 Archive Course Materials and Services s Page 1 of 12 CNAS : Biochemistry 15 102 162 Intro Biochemical oratory $80.00 Introductory Biochemistry oratory $80.00 Biochemistry and Molecular Biology $150.00

More information

Graduate Programs. Graduate Programs 1

Graduate Programs. Graduate Programs 1 Graduate Programs 1 Graduate Programs Agricultural & Biosystems Engineering (http://bulletin.ndsu.edu/graduate/programs/agricultural-biosystems-engineering) Animal Sciences (http://bulletin.ndsu.edu/graduate/programs/animal-science)

More information

Computational Thinking for All

Computational Thinking for All for All Corporate Vice President, Microsoft Research Consulting Professor of Computer Science, Carnegie Mellon University Centrality and Dimensions of Computing Panel Workshop on the Growth of Computer

More information

LEVEL: 2 CREDITS: 5.00 GRADE: PREREQUISITE: None

LEVEL: 2 CREDITS: 5.00 GRADE: PREREQUISITE: None DESIGN #588 LEVEL: 2 CREDITS: 5.00 GRADE: 10-11 PREREQUISITE: None This course will familiarize the beginning art student with the elements and principles of design. Students will learn how to construct

More information

Agricultural & Biosystems Engineering (

Agricultural & Biosystems Engineering ( Graduate Programs 1 Graduate Programs Doctoral Agricultural & Biosystems Engineering (http://bulletin.ndsu.edu/programs-study/graduate/agricultural-biosystems-engineering) Animal Sciences (http://bulletin.ndsu.edu/programs-study/graduate/animal-sciences)

More information

Universal laws and architectures: Theory and lessons from

Universal laws and architectures: Theory and lessons from Universal laws and architectures: Theory and lessons from brains, bugs, nets, grids, planes, docs, fire, bodies, fashion, earthquakes, turbulence, music, buildings, cities, art, running, throwing, Synesthesia,

More information

Chapter 1 The Field of Computing. Slides Modified by Vicky Seno

Chapter 1 The Field of Computing. Slides Modified by Vicky Seno Chapter 1 The Field of Computing Slides Modified by Vicky Seno Outline Computing is a natural science The five disciplines of computing Related fields Careers in computing Myths about computing Resources

More information

College of Natural and Agricultural Sciences

College of Natural and Agricultural Sciences Course Material Fee Rates and Courses List Summer 2018 Department Course # Type Course Title Cross-Listed Department Cross-Listed Course # Approved Fee College of Natural and Agricultural Sciences Biochemistry

More information

Subject Content Knowledge Requirements (Abridged)

Subject Content Knowledge Requirements (Abridged) Subject Content Knowledge Requirements (Abridged) Academic requirements for admission to graduate entry programs Primary programs For admission to a graduate entry primary program your bachelor degree

More information

ISCED: INTERNATIONAL STANDARD CLASSIFICATION OF EDUCATION 2013

ISCED: INTERNATIONAL STANDARD CLASSIFICATION OF EDUCATION 2013 ISCED: INTERNATIONAL STANDARD CLASSIFICATION OF EDUCATION 2013 ISCED F 00 Generic programmes and qualifications 0000 Generic programmes and qualifications (not further defined) 001 Basic programmes and

More information

Drafting Essential Questions

Drafting Essential Questions Reading and Literature What makes a great book or story great? What is the relationship between popularity and greatness in literature? s a "good read" always a great book?.-.----------------- -----------------

More information

MITOCW watch?v=guny29zpu7g

MITOCW watch?v=guny29zpu7g MITOCW watch?v=guny29zpu7g The following content is provided under a Creative Commons license. Your support will help MIT OpenCourseWare continue to offer high quality educational resources for free. To

More information

Bachelor of Business Administration. B.A. Digital Arts and Animation: 3D Animation Concentration

Bachelor of Business Administration. B.A. Digital Arts and Animation: 3D Animation Concentration Redwood City, California Lower Division Major Preparation Articulation Agreement: 2017-2018 Catalog The following tables are the assessments of the courses between and (Cogswell College). This table will

More information

Subject Content Knowledge Requirements (Abridged)

Subject Content Knowledge Requirements (Abridged) NSW Education Standards Authority Subject Content Knowledge Requirements (Abridged) Discipline Study Requirements for Admission to NSW Graduate Entry Programs Primary programs For admission to a NSW graduate

More information

Take Mobile Imaging to the Next Level

Take Mobile Imaging to the Next Level Take Mobile Imaging to the Next Level Solutions for mobile camera performance and features that compete with DSC/DSLR Who we are Leader in mobile imaging and computational photography. Developer of cutting-edge

More information

The Nature of Informatics

The Nature of Informatics The Nature of Informatics Alan Bundy University of Edinburgh 19-Sep-11 1 What is Informatics? The study of the structure, behaviour, and interactions of both natural and artificial computational systems.

More information

Talking to Kids about Jimi & Isaac Books

Talking to Kids about Jimi & Isaac Books Talking to Kids about Jimi & Isaac Books By Phil Rink, PE Originally Published on LinkedIn 8 February, 2016 Revised February 2018 Howdy. My name is Phil Rink and I write Jimi & Isaac books. Please take

More information

Teaching specialisations

Teaching specialisations Teaching specialisations The Master of Teaching (Secondary) requires you to study one extension or two single teaching areas to prepare for your secondary teaching specialisation(s). The teaching specialisations

More information

Automotive/Advanced Manufacturing Electrical

Automotive/Advanced Manufacturing Electrical - 162 The College for Real Careers Program Information wiring is an integral part of industry, commercial enterprises, and residential homes. The curriculum integrates basic electrical skills and high

More information

10 TECHNIQUES THAT ARE ESSENTIAL FOR SUCCESSFUL PHOTO MANIPULATION ARTWORK

10 TECHNIQUES THAT ARE ESSENTIAL FOR SUCCESSFUL PHOTO MANIPULATION ARTWORK 10 TECHNIQUES THAT ARE ESSENTIAL FOR SUCCESSFUL PHOTO MANIPULATION ARTWORK Tutorial from http://psd.tutsplus.com/ Compiled by INTRODUCTION Photo manipulation techniques are used by many designers

More information

Engineering Scope and Sequence Student Outcomes (Objectives Skills/Verbs)

Engineering Scope and Sequence Student Outcomes (Objectives Skills/Verbs) The World of Modern Engineering What do Scientists and Engineers do? What is the difference between analog and digital devices? How do Engineers organize their designs? Introduction to LabView software

More information

Career Electives. Architecture & Construction Careers in designing, planning, managing, building and maintaining the built environment.

Career Electives. Architecture & Construction Careers in designing, planning, managing, building and maintaining the built environment. Career Electives The following elective classes are recommended for each Career Academic Sequence to help prepare students for a career in the prospective field of their choice. * Elkhart Area Career Center

More information

Electrical, Computer and Software Engineering - a historical perspective -

Electrical, Computer and Software Engineering - a historical perspective - Electrical, Computer and Software Engineering - a historical perspective - Emil M. Petriu, Time Science Production of Goods and Services Engineering Antiquity Mathematics, Philosophy Craftsmanship: * Artisans

More information

Odd Semester Examination

Odd Semester Examination Time Table Date: 12.12.2016 Time: 10.00am-01.00 pm Course Branch Sem. Paper B. Tech EC I Electrical Engg. EI I EE I CSE I Computer Concepts & Programming In C IT I ME I B. Pharm I Anatomy Physiology &

More information

Course Topics. COS 109: Computers in our World. Today: Administration. House rules. A bit of numeracy. Administrivia.

Course Topics. COS 109: Computers in our World. Today: Administration. House rules. A bit of numeracy. Administrivia. COS 109: Computers in our World Andrea LaPaugh aslp@cs.princeton.edu www.cs.princeton.edu/~aslp 304 Computer Science Building, 258-4568 (email is always better) TAs: Jacopo Cesareo, 103B CS Building, jcesareo@...,

More information

Tunxis Community College General Education Courses by Category Effective Fall 2018

Tunxis Community College General Education Courses by Category Effective Fall 2018 1 Tunxis Community College General Education Courses by Category Effective Fall 2018 Previous Catalogue Years: 2016/2017 2017/2018 Category: Page # Written Communication II 1 Quantitative Reasoning 1 Scientific

More information

Level 3 Extended Diploma Unit 22 Developing Computer Games

Level 3 Extended Diploma Unit 22 Developing Computer Games Level 3 Extended Diploma Unit 22 Developing Computer Games Outcomes Understand the impact of the gaming revolution on society Know the different types of computer game Be able to design and develop computer

More information

Protection of Software and Computer Implemented Inventions. By: Érik van der Vyver March 2008

Protection of Software and Computer Implemented Inventions. By: Érik van der Vyver March 2008 Protection of Software and Computer Implemented Inventions By: Érik van der Vyver March 2008 Worldwide Patent The biggest myth in patent law Thank TV advertising Patents are territorial Need patent in

More information

Introduction to Software Engineering

Introduction to Software Engineering Introduction to Software Engineering Lesson 1 Basic Issues in Software Engineering Specific Instructional Objectives At the end of this lesson the student will be able to: Identify the scope and necessity

More information

Agricultural & Biosystems Engineering (

Agricultural & Biosystems Engineering ( Graduate Programs 1 Graduate Programs Agricultural & Biosystems Engineering (http://bulletin.ndsu.edu/past-bulletin-archive/2017-18/graduate/programs/agricultural-biosystemsengineering) Animal Sciences

More information

Undergraduate Programmes

Undergraduate Programmes I 1 General note: All programme specifications are subject to change as may from time to time be necessary, and options or alternatives contained in any programme specification will not necessarily all

More information

ENGINEERING INSTITUTE AT SAM HOUSTON HIGH SCHOOL FOR INCOMING FRESHMEN

ENGINEERING INSTITUTE AT SAM HOUSTON HIGH SCHOOL FOR INCOMING FRESHMEN ENGINEERING INSTITUTE AT SAM HOUSTON HIGH SCHOOL FOR INCOMING FRESHMEN ENGINEERING COMPUTER SCIENCE Sam Houston High School received approximately $17 MILLION IN UPGRADES under Bond 2010, among them the

More information

Electrical, Computer and Software Engineering - a historical perspective -

Electrical, Computer and Software Engineering - a historical perspective - Electrical, Computer and Software Engineering - a historical perspective - Emil M. Petriu, Dr. Eng., P.Eng. Professor School of Electrical Engineering and Computer Science University of Ottawa Time Science

More information

Tennessee State University CUPA Discipline Rank Minimum Midpoint Maximum

Tennessee State University CUPA Discipline Rank Minimum Midpoint Maximum Discipline Tennessee State University CUPA Rank Minimum Midpoint Maximum Agriculture Science 01. Instructor 48,750 N/A N/A Asst Professor 56,250 N/A N/A Assoc Professor 63,281 N/A N/A Professor 74,355

More information

Industrial Maintenance Technology (INT)

Industrial Maintenance Technology (INT) Technology 199 The College for Real Careers Technology (INT) Program Information The Technology Program at H. Councill Trenholm State Community College is a multi-craft curriculum. Many crafts are a part

More information

Percentage of First-time First Years Plan to Focus** Number of First-time First Years (N=220)

Percentage of First-time First Years Plan to Focus** Number of First-time First Years (N=220) Do you plan to focus on a particular field of study or discipline at Evergreen? If yes, please describe the field of study or discipline you plan to focus on: The chart below shows the fields or disciplines

More information

Introducing Engineering

Introducing Engineering Introducing Engineering Dr Andrew McLaren Vice Dean, Faculty of Engineering www.strath.ac.uk Presentation Overview What is engineering? What types of engineering are there? What careers will a degree in

More information

Payable Degrees/Certificates

Payable Degrees/Certificates Payable Degrees/Certificates Allied Health Allied Health-Associate in Science Anthropology-Associate in Arts for Transfer Automotive Technology Automotive Maintenance Technician-Associate in Science Automotive

More information

Description Where it can be found in your community and/or school

Description Where it can be found in your community and/or school Chemical Food Pyrotechnic Metallurgic Mechanical Sports Electrical Music Machine Learner Civil Skatepark Interdisciplinary Entertainment Military Computer Landscape Aerospace Optomechanical Control Preservation

More information

About This Survey. General Concepts and Definitions

About This Survey. General Concepts and Definitions THECB Survey of Research Expenditures Universities and Health-Related Institutions Instructions and Definitions for Survey About This Survey The Texas Higher Education Coordinating Board collects data

More information

Research and Publication in the Digital Age

Research and Publication in the Digital Age University of Massachusetts Amherst ScholarWorks@UMass Amherst University Librarians Publication Series University Libraries February 2006 Research and Publication in the Digital Age Gerald Jay Schafer

More information

Computer Science as a Discipline

Computer Science as a Discipline Computer Science as a Discipline 1 Computer Science some people argue that computer science is not a science in the same sense that biology and chemistry are the interdisciplinary nature of computer science

More information

Animation Program Articulation

Animation Program Articulation Memorandum of Understanding (2015-2016) Pasadena City College This document is intended both as a memorandum of understanding for college counselors and as a guide for students transferring into Woodbury

More information

Undergraduate Programmes

Undergraduate Programmes I 1 General note: All programme specifications are subject to change as may from time to time be necessary, and options or alternatives contained in any programme specification will not necessarily all

More information

Automated hand recognition as a human-computer interface

Automated hand recognition as a human-computer interface Automated hand recognition as a human-computer interface Sergii Shelpuk SoftServe, Inc. sergii.shelpuk@gmail.com Abstract This paper investigates applying Machine Learning to the problem of turning a regular

More information

Accounting Program Articulation

Accounting Program Articulation Memorandum of Understanding (2015-2016) East Los Angeles College This document is intended both as a memorandum of understanding for college counselors and as a guide for students transferring into Woodbury

More information

WHY DOES IT TAKE SO LONG TO DEPLOY NEW GROUND SEGMENT DATA

WHY DOES IT TAKE SO LONG TO DEPLOY NEW GROUND SEGMENT DATA GROUND SYSTEMS ARCHITECTURES WORKSHOP O GSAW 2009 WHY DOES IT TAKE SO LONG TO DEPLOY NEW TECHNOLOGIES IN GROUND SEGMENT DATA SYSTEMS? GMV S EXPERIENCE GMV, 2009 Property of GMV All rights reserved OVERVIEW

More information

Intersections of Philosophy Logic and Biology in Design

Intersections of Philosophy Logic and Biology in Design Intersections of Philosophy Logic and Biology in Design Yiannis Papadopoulos Professor of Computer Science University of Hull UK 5 th IFAC-DCDS Plenary Talk, Cancun, 27 th May 2015 Design Involves Creation

More information

Competition Manual. 11 th Annual Oregon Game Project Challenge

Competition Manual. 11 th Annual Oregon Game Project Challenge 2017-2018 Competition Manual 11 th Annual Oregon Game Project Challenge www.ogpc.info 2 We live in a very connected world. We can collaborate and communicate with people all across the planet in seconds

More information

A Quick Guide To Search Engine Optimization

A Quick Guide To Search Engine Optimization A Quick Guide To Search Engine Optimization For our latest special offers, free gifts and much more, Click here to visit us now You are granted full Master Distribution Rights to this ebook. You may give

More information

2014 New Jersey Core Curriculum Content Standards - Technology

2014 New Jersey Core Curriculum Content Standards - Technology 2014 New Jersey Core Curriculum Content Standards - Technology Content Area Standard Strand Grade Level bands Technology 8.2 Technology Education, Engineering, Design, and Computational Thinking - Programming:

More information

A Balanced Introduction to Computer Science, 3/E

A Balanced Introduction to Computer Science, 3/E A Balanced Introduction to Computer Science, 3/E David Reed, Creighton University 2011 Pearson Prentice Hall ISBN 978-0-13-216675-1 Chapter 10 Computer Science as a Discipline 1 Computer Science some people

More information

Courses on Robotics by Guest Lecturing at Balkan Countries

Courses on Robotics by Guest Lecturing at Balkan Countries Courses on Robotics by Guest Lecturing at Balkan Countries Hans-Dieter Burkhard Humboldt University Berlin With Great Thanks to all participating student teams and their institutes! 1 Courses on Balkan

More information

THE XIRRUS APPROACH WHY ARE THEY SO DIFFERENT (A BLACK SHEEP)? SEPTEMBER 2014

THE XIRRUS APPROACH WHY ARE THEY SO DIFFERENT (A BLACK SHEEP)? SEPTEMBER 2014 THE XIRRUS APPROACH WHY ARE THEY SO DIFFERENT (A BLACK SHEEP)? SEPTEMBER 2014 1 XIRRUS, THEIR JUST SO DIFFERENT The Arrays are Just too big Just too expensive - $$$$$ Two radio APs are good enough Array

More information

NEXT GENERATION ENTERTAINMENT & EXPERIENTIAL MARKETING SERVICES

NEXT GENERATION ENTERTAINMENT & EXPERIENTIAL MARKETING SERVICES NEXT GENERATION ENTERTAINMENT & EXPERIENTIAL MARKETING SERVICES EUROPE ASIA-PACIFIC NORTH AMERICA MIDDLE EAST SOUTH AMERICA ABOUT US THE MARK OF TRUST Excape Entertainment Group focuses on combining virtual

More information

Console Games Are Just Like Mobile Games* (* well, not really. But they are more alike than you

Console Games Are Just Like Mobile Games* (* well, not really. But they are more alike than you Console Games Are Just Like Mobile Games* (* well, not really. But they are more alike than you think ) Hi, I m Brian Currently a Software Architect at Zynga, and CTO of CastleVille Legends (for ios/android)

More information

DOC # MULAN SCRIPT FOR SCHOOL PLAY CAST

DOC # MULAN SCRIPT FOR SCHOOL PLAY CAST 27 May, 2018 DOC # MULAN SCRIPT FOR SCHOOL PLAY CAST Document Filetype: PDF 203.2 KB 0 DOC # MULAN SCRIPT FOR SCHOOL PLAY CAST Mulan is an upcoming broadway show based on Mulan Act I. Any spam or hate

More information

Common Core Structure Final Recommendation to the Chancellor City University of New York Pathways Task Force December 1, 2011

Common Core Structure Final Recommendation to the Chancellor City University of New York Pathways Task Force December 1, 2011 Common Core Structure Final Recommendation to the Chancellor City University of New York Pathways Task Force December 1, 2011 Preamble General education at the City University of New York (CUNY) should

More information

Undergraduate Majors and Minors

Undergraduate Majors and Minors Undergraduate Majors and Minors 1 Undergraduate Majors and Minors UNDERGRADUATE MAJORS AND MINORS (organized alphabetically) A B C Accounting, Minor (http://catalogue.uci.edu/thepaulmerageschoolofbusiness/undergraduateprograms/#minorstext)

More information

TRANSFER EQUIVALENCY GUIDE Semester Hours

TRANSFER EQUIVALENCY GUIDE Semester Hours TRANSFER EQUIVALENCY GUIDE Semester Hours CAPITAL UNIVERSITY ACCOUNTING BUS 211 Financial Accounting BUS 213 Managerial Accounting BUS 311 Intermediate Accounting I BUS 312 Intermediate Accounting II BUS

More information

A Decade of STEAMing up Global Education: Global Who and Where Developments

A Decade of STEAMing up Global Education: Global Who and Where Developments A Decade of STEAMing up Global Education: Global Who and Where Developments Science & Technology interpreted through Engineering & the Arts, all understood with elements of Math. STEAM BETT London - 26

More information

Micaela Serra Dept. of Computer Science University of Victoria

Micaela Serra Dept. of Computer Science University of Victoria Micaela Serra Dept. of Computer Science University of Victoria The profile of the Computer Science graduate in 10 years : Computer Science, Computer Engineering, Software Engineering And Interdisciplinary

More information

What Entrepreneurial Partners Look for in Technology Commercialization

What Entrepreneurial Partners Look for in Technology Commercialization What Entrepreneurial Partners Look for in Technology Commercialization Federal Laboratory Consortium Portland, Oregon May 7th, 2008 Bryan Bjorndal, Assure Controls, Inc. Commercialization of Government

More information

Gaming Development. Resources

Gaming Development. Resources Gaming Development Resources Beginning Game Programming Fourth Edition Jonathan S. Harbour 9781305258952 Beginning Game Programming will introduce students to the fascinating world of game programming

More information

Welcome to this IBM podcast, Create Stable and. High Quality Software Creating Software That's Flexible and

Welcome to this IBM podcast, Create Stable and. High Quality Software Creating Software That's Flexible and IBM Podcast [ MUSIC ] MATHENY: Welcome to this IBM podcast, Create Stable and High Quality Software Creating Software That's Flexible and Secure by Design. This is step two in the Five Steps to Reduce

More information

Summer 2015 Course Material Fees College Department Course # Type Course Title Cross-Listed Department Cross-Listed Course # Approved Fee CNAS

Summer 2015 Course Material Fees College Department Course # Type Course Title Cross-Listed Department Cross-Listed Course # Approved Fee CNAS Summer 2015 Course Material Fees College Department Course # Type Course Title Cross-Listed Department Cross-Listed Course # Approved Fee CNAS Biochemistry 101 Lab Biochemical Laboratory: Fundamentals

More information

General Education Core Curriculum. A. Core Proficiencies

General Education Core Curriculum. A. Core Proficiencies General Education Core Curriculum A. Core Proficiencies Baccalaureate Associate Effective Communication: Writing (English Composition) 9 hours 6 hours ENGL 100, ENGL 101, or ENGL 111. Each student shall

More information

Map of Human Computer Interaction. Overview: Map of Human Computer Interaction

Map of Human Computer Interaction. Overview: Map of Human Computer Interaction Map of Human Computer Interaction What does the discipline of HCI cover? Why study HCI? Overview: Map of Human Computer Interaction Use and Context Social Organization and Work Human-Machine Fit and Adaptation

More information

Game Variations: Ultimate Tic Tac Toe

Game Variations: Ultimate Tic Tac Toe Game Variations: Ultimate Tic Tac Toe Middle School In this lesson, students will experience the engineering process when creating modifications to a familiar game. Next Generation Science Standards MS-ETS1-1

More information

Statistics on Weed Lists at (Note: These are NOT final statistics. These statistics are prior to the return of boxes by Better World Books.

Statistics on Weed Lists at (Note: These are NOT final statistics. These statistics are prior to the return of boxes by Better World Books. Statistics on Weed Lists at 6-24-2013 (Note: These are NOT final statistics. These statistics are prior to the return of boxes by Better World Books.) To those who have asked for information on the number

More information

Pure Versus Applied Informatics

Pure Versus Applied Informatics Pure Versus Applied Informatics A. J. Cowling Department of Computer Science University of Sheffield Structure of Presentation Introduction The structure of mathematics as a discipline. Analysing Pure

More information

Archive Course Materials and Services Fees Winter 2016 Page 1 of 12

Archive Course Materials and Services Fees Winter 2016 Page 1 of 12 Archive Course Materials and Services s Page 1 of 12 CNAS : Biochemistry 101 162 Introductory Biochemistry oratory $80.00 Lec Advanced Biochemistry oratory $150.00 : Biology 2 3 5B 5C 5LA 20 100 104 118

More information

YEAR 12 STATIONERY REQUIREMENTS 2014

YEAR 12 STATIONERY REQUIREMENTS 2014 YEAR 12 STUDENTS WILL NEED THE FOLLOWING: HB Pencil Scientific Calculator (Available from Local Newsagencies) 1 4GB TSHS USB will be provided to students for Highlighter school use only ACCOUNTING BUSINESS

More information

Level 3 Extended Diploma Unit 22 Developing Computer Games

Level 3 Extended Diploma Unit 22 Developing Computer Games Level 3 Extended Diploma Unit 22 Developing Computer Games Outcomes LO1 Understand the impact of the gaming revolution on society LO2 Know the different types of computer game LO3 Be able to design and

More information

RUNNYMEDE COLLEGE & TECHTALENTS

RUNNYMEDE COLLEGE & TECHTALENTS RUNNYMEDE COLLEGE & TECHTALENTS Why teach Scratch? The first programming language as a tool for writing programs. The MIT Media Lab's amazing software for learning to program, Scratch is a visual, drag

More information

COURSE OFFERINGS FOUR COURSES 12 CREDITS not

COURSE OFFERINGS FOUR COURSES 12 CREDITS not COURSE OFFERINGS UHM Study Abroad Center Lorenzo de Medici (LdM) Semester in Italy: Rome www.lorenzodemedici.org ENROLLMENT 1. Not all courses are offered during both semesters. Prospective applicants

More information

Embracing STEAM over STEM: Benefits for Oil, Gas, and Pipeline Companies in an Age of Energy Transitions

Embracing STEAM over STEM: Benefits for Oil, Gas, and Pipeline Companies in an Age of Energy Transitions Embracing STEAM over STEM: Benefits for Oil, Gas, and Pipeline Companies in an Age of Energy Transitions Dr. Kairn A. Klieman Assoc. Prof. of History (African and Energy) Co-Founder/Co-Director: Graduate

More information

Saint Louis University Madrid Campus Preliminary Spring 2019 Course Listing

Saint Louis University Madrid Campus Preliminary Spring 2019 Course Listing Saint Louis University Madrid Campus Preliminary Spring 2019 Course Listing For complete descriptions and syllabi, see the Courses and Syllabi Database. Courses Subject to Change Updated February 16, 2019

More information