Presentation is loading. Please wait.

Presentation is loading. Please wait.

Rethinking Computer Science Education Bryn Mawr College Deepak Kumar Bryn Mawr College

Similar presentations


Presentation on theme: "Rethinking Computer Science Education Bryn Mawr College Deepak Kumar Bryn Mawr College"— Presentation transcript:

1 Rethinking Computer Science Education Bryn Mawr College Deepak Kumar Bryn Mawr College dkumar@brynmawr.edu

2 Bryn Mawr College Founded in 1885 Located in suburbs of Philadelphia (97 driving miles to NJIT) 1200 Undergraduate women and 300 graduate students. New CS program (since 2001)

3 Agenda Enrollments are down ~50% since 2000-01 Interest in CS has sharply declined Gender gap has grown (fewer women) CS Curricula have inherent and explicit biases that deter people from CS The context of computing has changed Current efforts to redesign curricula Focus on CS1 (as an entry ramp into the curriculum) Bryn Mawr College

4 Crisis: Enrollment From: CRA Taulbee Survey Report 2005-06, March 6, 2007. Enrollments in Computer Science (PhD-granting Programs)

5 Bryn Mawr College Freshman interest in Computer Science has been declining. Crisis: Interest in CS From: Low Interest in CS and CE Among Incoming Freshmen, CRA Bulletin, 2/6/2007.

6 Crisis: Gender Bryn Mawr College From: Computer Science Bachelor’s Degrees Granted to Women, CRA Bulletin, April 5, 2006.

7 Why so few women? Bryn Mawr College Female disinterest is not genetic, nor accidental, nor inherent to computer science. Largely due to three factors:  Early childhood gender socialization (home)  A combination of adolescence, peer relationships, computer game design, and secondary school social pressures  Female orientation towards (and concerns about) computing are different from the design of most computer science curricula From: Unlocking the Clubhouse: Women in Computing, Margolis & Fisher, MIT Press 2002.

8 Inherent & explicit biases… Bryn Mawr College In CS there is an inherent obsession for finding the most efficient procedures, or creating the fastest computers. This naturally appeals to the male stereotype. CS Curricula have been designed to “invite” only those students who can survive the challenge.

9 An Appeal? Bryn Mawr College “Whereas in the past we created obstacles to reduce the number of CS majors, today we must recruit students to have the workforce needed to meet the challenges and opportunities of information technology in this century. We should take advantage of the reduced pressures from the dip in enrollments to revamp our curriculum.” Prof. David Patterson, President of the Association for Computing Machinery, in Communications of the ACM, March 2006.

10 Exhibit A Bryn Mawr College “Whereas in the past we created obstacles to reduce the number of CS majors, today we must recruit students to have the workforce needed to meet the challenges and opportunities of information technology in this century. We should take advantage of the reduced pressures from the dip in enrollments to revamp our curriculum.” Prof. David Patterson, President of the Association for Computing Machinery, in Communications of the ACM, March 2006.

11 Exhibit B Bryn Mawr College A CS1 programming assignment.

12 Exhibit B Bryn Mawr College

13 Myths? CS has a nerd image CS degree leads to high stress and low job prospects CS has no positive impact on the world Bryn Mawr College

14 But… Salary.com/CNN Money Best Jobs in America reported Software Engineer as the #1 job. Additionally the job of Computer/IT Analyst appears at #7. Bryn Mawr College From: Tara Kalwarski, Daphne Mosher, Janet Paskin and Donna Rosato, 50 Best jobs in America, Money Magazine, May 1, 2006.

15 Just so you know… 1.Software Engineer 2.College Professor 3.Financial Advisor 4.Human Resources Manager 5.Physician’s Assistant 6.Market Research Analyst 7.Computer/IT Analyst 8.Real Estate Appraiser 9.Pharmacist 10.Psychologist Bryn Mawr College !! From: Tara Kalwarski, Daphne Mosher, Janet Paskin and Donna Rosato, 50 Best jobs in America, Money Magazine, May 1, 2006.

16 Back to the crisis… “While it is true that economy has forced the issue, Computer Science curriculum has never been attractive. It is designed for the sole purpose of producing software engineers.” “We should aim for more outcomes from a Computer Science curriculum. Programming is only part of the story.” —Mark Guzdial Bryn Mawr College

17 The context of computing “I think there is a world market for about five Computers.” — Unconfirmed remark attributed to Thomas J. Watson (Chairman of the Board of International Business Machines), 1943. “Today, there are more computers than people on your campus.” — Deepak Kumar, 2007. Bryn Mawr College

18 Attracting and retaining students into computing lies at the heart of the current crisis. The issue is multi-faceted and will therefore require multi-faceted approaches and solutions. Engaging Students into CS

19 Bryn Mawr College Alignment of course content to student interests to increase engagement can have a positive impact on students choosing to enter computing as a major in college. Introductory computing courses serve as a gateway into the curriculum. Should provide interesting and diverse range of examples and exercises. Most tasks should be attainable and provide a basis for supportive and positive feedback to students. Overcoming Barriers… Bair and Marcus, 2007: Women’s Interest in IT: The Fun Factor. In Berger et al, Reconfiguring the Firewall: Recruiting Women to IT across Cultures and Continents. AK Peters, 2007. Akbulut and Looney, 2007. Inspiring Students to Pursue Computing Degrees. CACM, October 2007.

20 Rethinking CS Curricula To attract more students to computing we need to create more on-ramps (entry points) into the curriculum. Make the curriculum requirements more flexible. (GeorgiaTech’s Threads model, for example) Create several CS1 courses to attract students with diverse interests in computing: web, multi- media, games, freakanomics, robotics… Bryn Mawr College

21 Curriculum Design Patterns Bryn Mawr College Participate in freshman seminars Multiple entry-points Lost of interdisciplinary electives Humanizing core courses Design of everyday lecture artifacts Breaking rigid boundaries Less is more in every course Flexibility in designing a major/minor Majors in emerging disciplines Diversify faculty course load distribution From: Patterns of Curriculum Design, Douglas Blank and Deepak Kumar, Informatics Curricula and Teaching Methods, Edited by Lillian Cassel and Ricardo Reis, Kluwer Academic Press, 2003.

22 IPRE IPRE: Institute for Personal Robots in Education Goals: To explore the use of personal robots People: Douglas Blank, Deepak Kumar (BMC), Tucker Balch, Mark Guzdial (GaTech), Stewart Tansley (MSR) Website: www.roboteducation.orgwww.roboteducation.org Partners: Bryn Mawr College

23 IPRE’s CS1 Initiative Use a personal robot Let the needs of the curriculum drive the design of the robot, software, and text Use tools that are easy to use, scale with experience Create an accessible, engaging environment for new, diverse population of students Computer Science ≠ programming Make computing a social activity Make computing a medium for creativity Performances vs. competitions Bryn Mawr College

24 A Personal Robot Kit Bryn Mawr College Color camera 3 Light sensors 2 IR proximity sensors 2 Line sensors Stall sensor Speaker 3 LEDs 2 motors Bluetooth wireless Pen port Myro Python Module

25 Myro: Background Based on our work on Pyro: Python Robotics Basic robot features are abstracted and made independent of underlying hardware and drivers. Sensing: reports values in user-selected units (e.g., range: mm, cm, inches, robot). Motor commands are abstracted independent of robot’s drive mechanism: translate, rotate, etc. Easy to program all kinds of behaviors and control paradigms that will run on any robot. Bryn Mawr College See: Blank, Kumar, Meeden, Yanco: The Pyro Toolkit for AI and Robotics AI Magazine, Spring 2006.

26 Myro: Features Simple, easy to use API even for non- programmers. Seamlessly integrated with standard Python. Plans to work with MSRS and.NET (will support multiple languages). Design driven by curricular goals. Bryn Mawr College See: Kumar et al. Engaging Computing Students with AI and Robotics, Forthcoming in Spring 2008.

27 Myro: Example Bryn Mawr College # Avoiding Obstacles from myro import * initialize(ask(“What port?”)) # program settings... cruiseSpeed = 0.6 turnSpeed = 0.5 def main(): while True: Left, Right = getObstacles() if Left: turnRight(turnSpeed) elif Right: turnLeft(turnSpeed) else: forward(cruiseSpeed)

28 CS1:Course Contents Chapter 1 The World of Robots Chapter 2 Robots: Personal or Otherwise Chapter 3 Building Brains Chapter 4 Sensing the World Chapter 5 Making Decisions Chapter 6 Behaviors Chapter 7 Control Paradigms Chapter 8 Making Music Chapter 9 Communication Chapter 10 Artificial Intelligence Chapter 11 Computing & Computation Chapter 12 Applications of Robots Bryn Mawr College

29 Programming as a social activity Bryn Mawr College

30 Learned CS concepts through robots Robots made learning experience more hands-on, tangible, and exciting Most frustrating parts were dealing with robot hardware inconsistencies Viewed CS as a type of logic and problem solving; requiring patience & thought Discovered that CS and robots are applicable to the real world Some Results…

31 Bryn Mawr College A CS1 Assignment: Exploring a Pyramid

32 Bryn Mawr College Ability to draw Ability to take pictures Ability to make music/tones Ability to play sounds and talk Ability to express Ability for robot interaction Ability to have a web presence Some Directions…

33 Another CS1 Assignment… Bryn Mawr College Corral Exiting/Escape Imagine a corral (an enclosed area with maze like partitions and an entrance) with a light source at the entrance (as shown in the figure to the right). Given the robot's position, can we design a behavior that will enable the robot to exit the corral?

34 Comments? For more information see www.roboteducation.org Or e-mail: dkumar@brynmawr.edu Bryn Mawr College

35


Download ppt "Rethinking Computer Science Education Bryn Mawr College Deepak Kumar Bryn Mawr College"

Similar presentations


Ads by Google