Tag Archives: technical women

Advancing Your Career Through Awards (GHC2010)

Registration is now open for the Grace Hopper Celebration of Women in Computing conference, to be held in Atlanta, Georgia: September 28 – October 2, 2010. GHC is an amazing event and sells out early – so register and get your hotel room soon!

I will be presenting a panel for GHC2010 called “Advancing Your Career Through Awards”. The panel is scheduled for Thursday, 30 September at 11:15 am. This will make six Hopper Conferences at which I have presented. I am honored to have an impressive group of panelists. The panel description follows…

Advancing Your Career Through Awards

Abstract

There are hundreds of awards available to women in computing, from the TR35 (MIT’s award for top young innovators), to the ACM Grace Murray Hopper Award for outstanding young computer professionals, to Senior Member or Fellow of the ACM, IEEE, or National Academy, to the Anita Borg Institute Women of Vision awards. In industry, promotions and high-status titles such as Fellow or Distinguished Engineer serve the same function as awards.

Awards are a public acknowledgment of success and excellence. Awards are good for both the honored individual as well as their company, institution, or university. Award winners serve as role models for women entering the field. Moreover, awards build on each other: award winners are more likely to be noticed and considered for additional awards.

However, despite this importance, awards often go begging for lack of good nominations and a great woman is often overlooked because no one mentioned her name or took the time to carefully craft an effective nomination package. This panel will discuss the value of awards and encourage the technical community to develop an increased focus on awards for great technical women at every stage in their careers. Our goal is for more remarkable technical women to consider how to prepare for and pursue awards early in their careers.

What difference does it make if you get awards? What awards are appropriate for your career? How do we ensure that more women students, professionals, and academics will get into the queue and on the lists of those honored? Come and find out!

1. Audience
Women of any age who are students, faculty, or in business, who want greater public acknowledgment of their accomplishments and who want to understand how awards will help their career, will find this panel of interest

2. Panel

3. Bibliography

  • Anita Borg Institute for Women and Technology Technical Advisory Board, “Award-Winning Career Timelines” (web pages to be published soon on http://anitaborg.org/ )
  • Frey, Bruno S. “Awards as Compensation” European Management Review (2007) 4, 6-14
  • Frey, Bruno S., Susanne Neckermann “Abundant but Neglected: Awards as Incentives” Economists’ Voice, The Berkeley Electronic Press, http://www.bepress.com/ev, February 2009
  • Neckermann, Susanne, Reto Cueni, Bruno S. Frey “What is an award worth? An econometric assessment of the impact of awards on employee performance” Institute for Empirical Research in Economics University of Zurich, Working Paper Series, ISSN 1424-0459, Working Paper No. 411, May 2009
  • RAISE Project (lists of awards) – Recognition of the Achievements of Women In Science, Engineering, Mathematics and Medicine, http://raiseproject.org/

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Summit on Women and IT in Portland

Recently, I participated in the fascinating National Center for Women & Information Technology (NCWIT) annual Summit on Women and IT, in Portland, Oregon. A year ago, I wrote a blog entry called Women in IT: Think Globally, Act Locally about a similar NCWIT event. I learn so much and meet such interesting people through NCWIT!

This year, I lead a table discussion on “Visibility for Women as Great Technical Thinkers” and I was also part of a panel called “Evaluating What We Do: Challenges and Solutions”. For the panel, I presented data, analysis, and methods from my 2009 Sun Mentoring: 1996-2009 Technical Report. Our panel moderator was Dr. Wendy DuBow (NCWIT Research Scientist). The other panelists were Tricia Berry (Director of both the Women in Engineering Program (WEP) and the Texas Girls Collaborative Project (TxGCP) at The University of Texas at Austin), and Dr. Debra Richardson (Dean of Donald Bren School of Information and Computer Science, University of California at Irvine).

Because of another eruption of Iceland’s volcano, a speaker from Scotland could not attend. The last-minute replacement speaker was Brian Nosek Associate Professor of Psychology, University of Virginia and Project Implicit (a collaboration of the University of Virginia, Harvard University, and the University of Washington). Dr. Nosek gave an impressive and surprising presentation on “Mind Bugs – the Ordinary Origins of Bias”. Other presentations which were memorable included a panel on Women in Open Source and a presentation on the University of Michigan’s “Approach to Increasing Faculty Diversity”.

I was pleased to be able to see more of Portland. (Yes, it rained every day.) I enjoyed riding their excellent public transit system and saw Portlandia at last. I first heard about this huge copper statue during a lecture by Tom Wolfe in 1980. I also saw the umbrella man (“Allow Me” sculpture), Powell’s City of Books, and a variety of moose heads (one of which had its own flying squirrel companion).

On a street near Powell’s,  there was a delightfully peculiar set of objects: a concrete chair painted bright pink next to a tiny plastic horse carefully tied with a steel cable to an iron ring set into the street curb.  The unexplained arrangement somehow seemed a very-Portland.

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Images Copyright 2010 Katy Dickinson

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Four More San Jose Metblog Entries

I have recently posted four more San Jose Metblogs entries:

You can see the index to all of my San Jose Metblogs postings on: Authors – Katy Dickinson.

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“Why I’m Glad I Attended the Women of Vision Awards”

The following short article was published in the February 2010 Anita Borg Institute “Call for Action” email newsletter.  The 2010 Women of Vision Awards will be:

May 12, 2009- 6:00 – 9:30pm
Mission City Ballroom – adjacent to the Santa Clara Convention Center
5001 Great America Parkway
Santa Clara, CA  95054

Why I’m Glad I Attended the Women of Vision Awards
by Katy Dickinson

The Anita Borg Institute’s Women of Vision Awards Banquet is a moving and thought-provoking annual event.

The WOV night itself is fun: meeting new women and getting to know others better.  The long-term benefit for me comes from learning about the honorees and hearing their acceptance speeches.  I go to the WOV for mental and spiritual refreshment. In some cases, I know the honored women personally but most are new to me.  For months and even years after, I find myself thinking about what the Women of Vision have said.  I sometimes go to YouTube and listen to the speeches again to refresh my memory.

I have referred dozens of young women to the 2008 WOV talk by Helen Greiner.  Any girl geek who feels too alone in her love of technology will be encouraged by the amazing founder of iRobot saying that when she was young “not one person told me I should be an Engineer” and “we need diversity of perspectives … more women’s life experiences influencing our directions and designs”.

The speech content and advice from the WOV is often pithy and practical and is always presented in the context of an inspiring and successful life, so it sticks in my memory.   Some WOV gems:

In 2007, Deborah Estrin passed on three lessons: “Listen to your parents. Seek inspiration from your children. And, don’t forget to go on vacation.”

Susan Landau in 2008 said: “Sometimes you gotta not be nice.”

Leah Jamieson in 2007 advised: “Think about how the components of balance and passion can play out in what you are doing.”

Duy-Loan Le said in 2007: “Don’t take things personal. Have a sense of humor. Give people a graceful way to exit when they make a mistake.”

Finally, in 2009, Yuqing Gao spoke of her two guiding principals of Focus and Risk-taking: “without the sense of being challenged and the desire of conquering the challenges, there would be no path for progress and innovation.”

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Famous Women in Computer Science (revised)

An updated and expanded web resource based on this was published on 8 March 2012 (International Women’s Day): “Famous Women in Computer Science”.

My original Famous Women in Computer Science list was getting messy with all of the late additions, so I put it into surname alphabetical order and am re-posting it here. This list started in 19 November 2009 but with so many additions in email and comments, it keeps growing.

One purpose of this list is to encourage readers to go to awards web sites (like that of the RAISE Project), think about women who should be considered, and then organize a nomination. Awards often go begging for lack of good nominations and a great woman is often overlooked because no one mentioned her name or took the time to build her case. Increased focus is needed on awards going to great technical women at every stage in their careers.

Read more about The Value of Awards in my 1 October 2009 blog entry
about our Grace Hopper Celebration of Women in Computing (GHC09) panel by that name.

The following list is uneven and I am sure there are many more who should be added but here is what I have so far. Additions and edits are very welcome.

Criteria for inclusion:

  • Must be a woman working in Computer Science with a remarkable history both of success and of public acknowledgment beyond her home organization.
  • Pioneers and originators get extra credit and may have much-delayed public acknowledgment.
  • Extra credit for being a CTO, CEO, President, or founder of a technical company.

Famous Women in Computer Science

  • Frances E. Allen, 1st female IBM Fellow, 1st female recipient of ACM’s A. M. Turing Award 2006, WITI Hall of Fame 1997, IEEE Fellow 1991, ACM Fellow 1994
  • Betsy Ancker-Johnson, 1st observation of microwave emission without the presence of an external field (1967), Fellow American Physical Society, Fellow American Association for the Advancement of Science, Fellow Society of Automotive Engineers, IEEE Fellow, Member National Academy of Engineering
  • Carol Bartz, President and CEO of Yahoo! (starting in 2009), previously
    Chairman, President, and CEO at Autodesk (1992-2009), WITI Hall of Fame 1997
  • Lenore Blum, Distinguished Career Professor of Computer Science, Carnegie Mellon University
  • Anita Borg, founding director of the Institute for Women and Technology (IWT), which became the Anita Borg Institute, EFF Pioneer Award 1995, WITI Hall of Fame 1998, ACM Fellow 1996
  • Cynthia Breazeal, pioneer of social robotics at MIT Media Lab, US Office of Naval Research (ONR) Young Investigators Award
  • Safra A. Catz, President Oracle Corporation since 2004, CFO Oracle since 2005, Member Oracle Board since 2001
  • Lynn Conway, Mead & Conway revolution in VLSI design, invention of generalised dynamic instruction handling, IEEE Fellow 1985, Society of Women Engineers Achievement Award 1990
  • Susan Dumais, leadership in bridging the fields of information retrieval and human computer interaction, ACM Fellow 2006, ACM SIGIR Salton Award 2009-lifetime achievement in IR
  • Carly Fiorina, CEO Hewlett-Packard 1999-2005
  • Adele Goldberg, co-developer of Smalltalk at Xerox Palo Alto Research Center, ACM President 1984, ACM Fellow 1994
  • Adele Goldstine, authored the Manual for the ENIAC in 1946
  • Shafi Goldwasser, RSA Professor of Electrical Engineering and Computer Science at MIT, and of computer science and applied mathematics at Weizmann Institute of Science in Israel, ACM Grace Murray Hopper Award 1996
  • Diane Greene, VMWare co-founder and CEO (1998-2008)
  • Irene Greif, IBM Fellow, 1st woman to earn a PhD in computer science at MIT, MIT Professor of electrical engineering and computer science, ACM Fellow, Association for the Advancement of Science Fellow, WITI Hall of Fame 2000
  • Helen Greiner, 1990-2008 Co-founder, Board Chair of iRobot, Anita Borg Institute Woman of Vision – Innovation award winner 2008, WITI Hall of Fame 2007
  • Wendy Hall, Professor of Computer Science, University of Southampton, UK, 2008 ACM President, 2009 Dame Commander of the Order of the British Empire (DBE), 2009 elected a Fellow of the Royal Society (FRS)
  • Erna Schneider Hoover, as a researcher at Bell Laboratories, created a computerized switching system for telephone call traffic and earned one of the 1st software patents ever issued (1971), 1st first female supervisor of a technical department at Bell Labs
  • Grace Murray Hopper, developed the 1st compiler for a computer programming language, US Navy Rear Admiral, in 1973 became the 1st person from the USA and the 1st woman of any nationality to be made a Distinguished Fellow of the British Computer Society, IEEE Fellow 1962 (1st woman awarded), Society of Women Engineers Achievement Award 1964
  • Mary Jane Irwin, Evan Pugh Professorship Pennsylvania State University, ACM Distinguished Service Award, IEEE Fellow 1995, ACM Fellow 1996, National Academy of Engineering member 2003, 2005 ACM Distinguished Service Award, 2006 Computing Research Association Distinguished Service Award, 2007 Anita Borg Technical Leadership Award, American Academy of Arts and Sciences member 2009
  • Leah Jamieson, Anita Borg Institute Women of Vision Award – Social Impact 2007, IEEE Fellow 1993, Purdue University Dean of Engineering, IEEE President 2007
  • Mary Lou Jepsen, Founding Chief Technology Officer of One Laptop per Child (OLPC), Founder and Chief Executive Officer, Pixel Qi, WITI Hall of Fame 2008
  • Katherine Johnson, research mathematician and scientist who worked at NASA’s Langley Research Center 1953 to 1986, calculated the trajectory of the early space launches
  • Karen Spärck Jones, pioneer of the science behind information retrieval, ACM SIGIR Salton Award 1988, BCS Lovelace Medal 2007, the ACM-AAAI Allen Newell Award 2007
  • Augusta Ada King (Countess of Lovelace), 1843 wrote a description of Charles Babbage’s early mechanical general-purpose computer, the analytical engine. She is credited with being the 1st computer programmer.
  • Maria Klawe, 5th president of Harvey Mudd College (1st woman in that role), previously Dean of the School of Engineering and Applied Science at Princeton University, 2002 ACM President, ACM Fellow 1996
  • Sandra Kurtzig, founder and CEO of ASK computers (1972-1991)
  • Hedy Lamarr, co-invention of spread-spectrum broadcast communications technologies 1940, EFF Special Pioneer Award 1997
  • Susan Landau, Sun Microsystems Distinguished Engineer, Anita Borg Institute Woman of Vision – Social Impact award winner 2008, Fellow, American Association for the Advancement of Science, Distinguished Engineer Association for Computing Machinery
  • Barbara H. Liskov, Ford Professor of Engineering in the MIT School of Engineering’s Electrical Engineering and Computer Science department, Society of Women Engineers Achievement Award 1996, IEEE John von Neumann Medal 2004, 2nd woman to win ACM’s A. M. Turing Award 2008, 1st US woman to be awarded a PhD from a computer science department in 1968, ACM Fellow 1996
  • Kay McNulty, Betty Snyder, Marlyn Wescoff, Ruth Lichterman, Betty Jennings, and Fran Bilas, original programmers of the ENIAC starting in 1946, WITI Hall of Fame 1997
  • Evi Nemeth, Associate Professor Emeritus of Computer Science, University of Colorado, Co-author of the best-selling UNIX System Administration Handbook (Prentice Hall, 1995)
  • Ellen Ochoa, Dr. Ochoa has logged over 978 hours in space, earning the US Distinguished Service Medal, Exceptional Service Medal, Outstanding Leadership Medal, and four NASA Space Flight Medals. 1st Hispanic woman in space. She designed optical systems for Sandia National Laboratory and at NASA’s Ames Research Center developed computer systems designed for aeronautical expeditions. Deputy Director of the Johnson Space Center (Houston, TX)
  • Radia Perlman, the ‘Mother of the Internet’, 1st Sun Microsystems female Fellow, 1st Anita Borg Institute Woman of Vision – Innovation award winner 2005, IEEE Fellow 2008
  • Rosalind W. Picard, credited with starting the entire field of Affective Computing, MIT Director of Affective Computing Research, IEEE Fellow 2005
  • Jean E. Sammet, IBM computer languages FORMAC and COBOL, 1st woman ACM President 1974, ACM Fellow 1994
  • Lucy Sanders, CEO and Co-founder of the National Center for Women & Information Technology, Bell Labs Fellow Award (1996), WITI Hall of Fame (2007)
  • Barbara Simons, 1st woman to receive the Distinguished Engineering Alumni Award from the College of Engineering of U.C. Berkeley 2005, ACM Fellow 1993, EFF Pioneer Award 1998, ACM President 1998
  • Eva Tardos, Professor and Chair of Computer Science at Cornell University, ACM Fellow 1998
  • Janie Tsao Co-Founder of Linksys (1988-2003), 1st Anita Borg Institute Woman of Vision – Leadership award winner 2005
  • Sophie Vandebroek, Xerox Chief Technology Officer, IEEE Fellow 2005
  • Manuela Veloso, Portuguese Computer Scientist and Roboticist, Herbert A. Simon Professor, School of Computer Science, Carnegie Mellon University, President of the International RoboCup Federation. Fellow of the American Association for Artificial Intelligence, National Science Foundation CAREER award (1995), CMU Allen Newell Medal for Excellence in Research (1997)
  • Padmasree Warrior, Cisco Chief Technology Officer, former Motorola Chief Technology Officer (Semiconductor Products), Motorola’s 1st female executive, Distinguished Alumni Award from Indian Institute of Technology Delhi 2004, WITI Hall of Fame 2007
  • Meg Whitman, CEO eBay 1998-2008
  • Jeanette Wing, President’s Professor of Computer Science (former CS Department Head), Carnegie Mellon University, Assistant Director, Computer and Information Science and Engineering Directorate, National Science Foundation, IEEE Fellow 2003, ACM Fellow 1998
  • Beatrice Helen Worsley, Canada’s Female Computer Pioneer, a witness to several great moments in computing history, one of the first women to earn a doctorate in Computer Science in 1951

References

Blog entry by Katy Dickinson

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New Wikipedia Entry: Katherine Johnson

My husband John and I just spent most of the afternoon creating a new  Wikipedia entry about Computer Science Pioneer Katherine Johnson (based on my 23 December 2009 blog entry). My daughter Jessica also advised on the project. Even though we started out with all of the information in HTML, we ended up reworking the text and references to fit into Wikipedia’s format and style. My initial Wikipedia discussion comment indicated that the blog entry came first, yet within seconds of publication, an automatic searchbot tagged the article
as a near-duplication of my original blog entry. I went left a second comment acknowledging the source.

This is my first original Wikipedia entry. I started thinking about what I could add to Wikipedia after reading Clay Shirky’s excellent 2008 book Here Comes Everybody earlier this year. Jessica is reading my copy of Shirky’s book now and adding her margin comments to mine.
I am curious to see what kind of comments are made on the Katherine Johnson Wikipedia entry and whether any valuable information is added.

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Katherine Johnson, Computer and Pioneer

Creative Commons License
This work is in the Public
Domain

Welding WP668 caboose stair rail
photo: 1979 U.S. Department of Energy A benefit of creating the

Famous Women in Computer Science
list is learning new stories of amazing women
who have been recommended by my generous readers. Notable even in this
remarkably accomplished group is Katherine Johnson. Ms Johnson was brought to
my attention by
Kristin Yvonne Rozier
, a Research Computer Scientist at

NASA Ames Research Center
here in the San Francisco Bay Area. When I first
met Kristin, she worked at

NASA Langley Research Center
, where Katherine Johnson had also worked.

About Katherine Johnson

Katherine Johnson made significant contributions to America’s aeronautics and space advances and she was a pioneer in advancing our society. Her accomplishments contributed to the success of our nation’s early space program and in the early application of digital electronic computers at NASA. Her courage and perseverance helped to lead the way for both women and African-Americans in technical fields.

Education and Early Work

Katherine Coleman was born in 1918 in White Sulfur Springs, West Virginia. Her mother, Joylette, had been a teacher and her father, Joshua, was a farmer who also worked as a janitor. Since local schools only offered classes to African-Americans through the eighth grade, her father drove the children to a school 125 miles away. Katherine graduated from high school at 14, from college at 18. She taught in elementary and high schools in West Virginia and Virginia for 17 years. Then, Katherine Johnson went to work as a “computer” for the Langley Research Center, part of the National Advisory Committee for Aeronautics (NACA). NACA later became the National Aeronautics and Space Administration (NASA).

Katherine Johnson at NASA

According to her oral history archived by the National Visionary Leadership Project:

“…in June 1953, Katherine was contracted as a research mathematician at the Langley Research Center… At first she worked in a pool of women performing math calculations. Katherine has referred to the women in the pool as virtual `computers who wore skirts.’ Their main job was to read the data from the black boxes of planes and carry out other precise mathematical tasks. Then one day, Katherine (and a colleague) were temporarily assigned to help the all-male flight research team. Katherine’s knowledge of analytic geometry helped make quick allies of male bosses and colleagues to the extent that,’they forgot to return me to the pool.’ While the racial and gender barriers were always there, Katherine says she ignored them. Katherine was assertive, asking to be included in editorial meetings (where no women had gone before.) She simply told people she had done the work and that she belonged.”

At NASA, Katherine Johnson started work in the all-male Flight Mechanics Branch and later moved to the Spacecraft Controls Branch. She calculated the trajectory for the space flight of Alan Shepard, the first American in space, in 1959 and the launch window for his 1961 Mercury mission. She plotted backup navigational charts for astronauts in case of electronic failures. In 1962, when NASA used computers for the first time to calculate John Glenn’s orbit around Earth, officials called on her to verify the computer’s numbers. Ms. Johnson later worked directly with real computers. Her ability and reputation for accuracy helped to establish confidence in the new technology. She calculated the trajectory for the
1969 Apollo 11 flight to the Moon. Later in her career, she worked on the Space Shuttle program, the Earth Resources Satellite, and on plans for a mission to Mars.

Katherine Johnson’s Legacy

In total, Katherine Johnson co-authored 26 scientific papers, of which only one can now be found. The practice in 1960 would have been not to list the female Computers as formal co-authors, so that she was listed as an author is significant.

Katherine Johnson’s social impact as a pioneer in space science and computing may be seen both from the honors she has received and the number of times her story is presented as a role model. Since 1979 (before she retired from NASA), Katherine Johnson’s biography has had an honored place in lists of African-Americans in Science and Technology. In an era when race and gender held back many, Katherine Johnson’s courage, perseverance, and talent helped her to succeed. The continuing need for historical success models for both women and African-Americans makes Katherine Johnson particularly important.

Katherine Johnson and Computer Science

Much of Katherine Johnson’s life predates the academic discipline now called Computer Science; however, she has two strong ties to the field. First, as a “Computer” scientist she is one of few people to carry this historical title which refers to when humans did what computers do now. It’s the same work, just less automated back then. Second, she was one of the earliest people in the area now called verification of avionics software systems. In 1962, people were still used to check the results found by NASA’s mechanical computers: to verify that the trajectories were correctly computed. When Katherine Johnson worked with the flight research team, she probably influenced the ways in which early computers were initially integrated into avionics systems by determining how they could be most useful, and that they were reliable enough. Like Katherine Johnson, many of those who work today in avionics software verification have math degrees because of the nature of the tools used. NASA now calls workers in that area Research Computer Scientists. Work at NASA is interdisciplinary, so it is hard to classify people into traditional categories; however, avionics hardware and software verification are unquestionably part of what we now call Computer Science.

Curriculum Vitae

Katherine Johnson

Experience Summary

    • 1953-1986 NASA Langley Research Center, Virginia
    • 1953-1958 Computer (mathematician), Langley Research Center with
      the National Advisory Committee for Aeronautics (NACA)
    • 1958-1986, Aerospace Technologist, NASA
    • 1952-1953 Substitute math teacher for Newport News, VA, public schools
    • 1936-1952 Teacher in rural Virginia and West Virginia high schools and elementary
      schools

Education

    • 1940 West Virginia University graduate program in Math
    • 1937 West Virginia State University (West Virginia State College),
      BS in Mathematics and French, summa cum laude
    • 1932 West Virginia State High School

Awards

    • 2006, Honorary Doctor of Science by the Capitol College of Laurel Maryland
    • 1999, West Virginia State College Outstanding Alumnus of the Year
    • 1988, Honorary Doctor of Laws, from SUNY Farmingdale
    • 1986, NASA Langley Research Center Special Achievement award
    • 1985, NASA Langley Research Center Special Achievement award
    • 1984, NASA Langley Research Center Special Achievement award
    • 1980, NASA Langley Research Center Special Achievement award
    • 1971, NASA Langley Research Center Special Achievement award
    • 1967, Apollo Group Achievement Award – this award included one of only 300 flags flown to the moon on-board the Apollo 11
    • 1967, NASA Lunar Orbiter Spacecraft and Operations team award – for pioneering work in the field of navigation problems supporting the five spacecraft that orbited and mapped the moon in preparation for the Apollo missions

Publications

    • NASA TND-233, “The Determination of Azimuth Angle at Burnout for Placing a Satellite over a Selected Earth Position” 1960. Authors: T.H. Skopinski, Katherine G. Johnson

      This is a formal peer-reviewed NASA report. The practice at the time would have been not to list the female Computers as formal co-authors, so the fact that she was included is significant.

Published Biographies and References

Personal

    • On August 26, 1918, Katherine Coleman was born in White Sulfur Springs, West Virginia. In 1939, she married James Francis Goble and started a family. The Gobles had three daughters: Constance, Joylette, and Katherine. In 1956, James Goble died of an inoperable brain tumor. In 1959, Katherine Johnson married Lt. Colonel James A. Johnson. She sang in the choir of Carver Presbyterian Church for fifty years.
    • Katherine Johnson and her husband live in Hampton, Virginia, and enjoy spending time with six grandchildren and four great-grandchildren. Ms. Johnson still plays piano, bridge, and solves puzzles.

Grateful thanks to
Lesa B. Roe
, Gail S. Langevin, and Jim Hodges of NASA Langley, and to Kristin Yvonne Rozier of NASA Ames for their help in collecting and developing this information. All honor to Katherine Johnson for leading the way.

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