Roger Carl Schank (March 12, 1946 – January 29, 2023) was an American
artificial intelligence
Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
theorist,
cognitive psychologist
Cognitive psychology is the scientific study of human mental processes such as attention, language use, memory, perception, problem solving, creativity, and reasoning.
Cognitive psychology originated in the 1960s in a break from behaviorism, whi ...
,
learning scientist, educational reformer, and entrepreneur. Beginning in the late 1960s, he pioneered
conceptual dependency theory (within the context of
natural language understanding
Natural language understanding (NLU) or natural language interpretation (NLI) is a subset of natural language processing in artificial intelligence that deals with machine reading comprehension. NLU has been considered an AI-hard problem.
Ther ...
) and
case-based reasoning
Case-based reasoning (CBR), broadly construed, is the process of solving new problems based on the solutions of similar past problems.
In everyday life, an auto mechanic who fixes an engine by recalling another car that exhibited similar sympto ...
, both of which challenged
cognitivist views of memory and reasoning. He began his career teaching at
Yale University
Yale University is a Private university, private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the List of Colonial Colleges, third-oldest institution of higher education in the United Stat ...
and
Stanford University
Leland Stanford Junior University, commonly referred to as Stanford University, is a Private university, private research university in Stanford, California, United States. It was founded in 1885 by railroad magnate Leland Stanford (the eighth ...
. In 1989, Schank was granted $30 million in a ten-year commitment to his research and development by
Andersen Consulting, through which he founded the Institute for the Learning Sciences (ILS) at
Northwestern University
Northwestern University (NU) is a Private university, private research university in Evanston, Illinois, United States. Established in 1851 to serve the historic Northwest Territory, it is the oldest University charter, chartered university in ...
in Chicago.
Early life
Schank was born in Manhattan, New York, in 1946, and he attended
Stuyvesant High School
Stuyvesant High School ( ) is a co-ed, State school, public, college-preparatory, Specialized high schools in New York City, specialized high school in Manhattan, New York City. The school, commonly called "Stuy" ( ) by its students, faculty, a ...
.
Academic career
For his undergraduate degree, Schank studied mathematics at
Carnegie Mellon University
Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania, United States. The institution was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools. In 1912, it became the Carnegie Institu ...
in
Pittsburgh PA, and later was awarded a PhD in
linguistics
Linguistics is the scientific study of language. The areas of linguistic analysis are syntax (rules governing the structure of sentences), semantics (meaning), Morphology (linguistics), morphology (structure of words), phonetics (speech sounds ...
at the
University of Texas
The University of Texas at Austin (UT Austin, UT, or Texas) is a public research university in Austin, Texas, United States. Founded in 1883, it is the flagship institution of the University of Texas System. With 53,082 students as of fall 2 ...
in Austin and went on to work in faculty positions at
Stanford University
Leland Stanford Junior University, commonly referred to as Stanford University, is a Private university, private research university in Stanford, California, United States. It was founded in 1885 by railroad magnate Leland Stanford (the eighth ...
and then at
Yale University
Yale University is a Private university, private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the List of Colonial Colleges, third-oldest institution of higher education in the United Stat ...
.
In 1974, he became professor of
computer science
Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
and
psychology
Psychology is the scientific study of mind and behavior. Its subject matter includes the behavior of humans and nonhumans, both consciousness, conscious and Unconscious mind, unconscious phenomena, and mental processes such as thoughts, feel ...
at Yale University. In 1981, Schank became Chairman of Computer Science at Yale and director of the Yale Artificial Intelligence Project.
In 1989, Schank was granted $30 million in a ten-year commitment to his research and development by
Andersen Consulting, allowing him to leave Yale and set up the Institute for the Learning Sciences (ILS) at
Northwestern University
Northwestern University (NU) is a Private university, private research university in Evanston, Illinois, United States. Established in 1851 to serve the historic Northwest Territory, it is the oldest University charter, chartered university in ...
in Chicago, bringing along 25 of his Yale colleagues. ILS attracted other corporate sponsors such as
IBM
International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
and
Ameritech
AT&T Teleholdings, Inc., formerly known as Ameritech Corporation (and, before that, American Information Technologies Corporation), was an American telecommunications company that arose out of the 1984 AT&T divestiture. Ameritech was one of the ...
, as well as government sponsors such as the
U.S. Army,
EPA and the
National Guard
National guard is the name used by a wide variety of current and historical uniformed organizations in different countries. The original National Guard was formed during the French Revolution around a cadre of defectors from the French Guards.
...
,
leading to a focus on the development of educational software,
especially in employee training.
ILS was later absorbed by the School of Education as a separate department.
When Carnegie Mellon University's
Silicon Valley campus was established in 2002, Schank came to serve as Chief Educational Officer at the institution.
He was a Founding Fellow of the
Association for the Advancement of Artificial Intelligence
The Association for the Advancement of Artificial Intelligence (AAAI) is an international Learned society, scientific society devoted to promote research in, and responsible use of, artificial intelligence. AAAI also aims to increase public under ...
in 1990.
Entrepreneurship
While at Yale in 1979, Schank was among the first to "capitalize on the expected boom" in AI when he founded Cognitive Systems, a company that went public in 1986. Schank resigned as chairman and chief executive in 1988 for personal reasons, but stayed as a board member and advisor.
In 1994, Schank founded Cognitive Arts Corporation
(originally named Learning Sciences Corporation) to market the software developed at ILS, and led the company until it was sold in 2003.
From 2005 to 2007, Schank was the chief learning officer of
Trump University.
In 2001 he founded Socratic Arts, a company that sells e-learning software to both businesses and schools.
In 2008, Schank built a story-centered curriculum (SCC) at the Business Engineering School of La Salle International Graduate School of
Ramon Llull University
University Ramon Llull (, URL; ) is a private university located in Barcelona, Catalonia, Spain established in 1990. Currently it is made up of several different colleges specializing in different subjects; most of which are located in downtown Ba ...
, Barcelona to teach MBA students to launch their own businesses or to go to work.
In 2012, Schank founded XTOL (Experiential Training Online) which "designs learn-by-doing experiential short courses for use by universities, corporations and professional organizations, as well as Master's programs in partnership with degree-granting universities around the world".
Educational reform
Schank believed that the educational system is fundamentally broken and that software will need to replace conventional teaching methods.
To serve this purpose, he founded Engines for Education in 2001, a not-for-profit organization which designs and implements curricula for primary and secondary schools
and hosts the Virtual International Science and Technology Academy (VISTA).
Influence
In 1969 Schank introduced the
conceptual dependency theory for
natural language understanding
Natural language understanding (NLU) or natural language interpretation (NLI) is a subset of natural language processing in artificial intelligence that deals with machine reading comprehension. NLU has been considered an AI-hard problem.
Ther ...
. This model, partly based on the work of
Sydney Lamb, was extensively used by Schank's students at
Yale University
Yale University is a Private university, private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the List of Colonial Colleges, third-oldest institution of higher education in the United Stat ...
, such as
Robert Wilensky,
Wendy Lehnert, and
Janet Kolodner
Janet Lynne Kolodner is an American cognitive scientist and learning scientist. She is a Professor of the Practice at the Lynch School of Education at Boston College and co-lead of the MA Program in Learning Engineering. She is also
Regents' Pro ...
, in a series of models of natural language processing.
Case-based reasoning (CBR) is based on Schank's model of dynamic memory
[Roger Schank, Dynamic Memory: ''A Theory of Learning in Computers and People'' (New York: Cambridge University Press, 1982)] and was the basis for the earliest CBR systems:
Janet Kolodner's CYRUS
[Janet Kolodner, "Reconstructive Memory: A Computer Model", ''Cognitive Science'' 7 (1983): 4.] and Michael Lebowitz's IPP.
[Michael Lebowitz, "Memory-Based Parsing", ''Artificial Intelligence'' 21 (1983), 363–404.]
Other schools of CBR and closely allied fields emerged in the 1980s, investigating such topics as CBR in legal reasoning, memory-based reasoning (a way of reasoning from examples on massively parallel machines), and combinations of CBR with other reasoning methods. In the 1990s, interest in CBR grew, as evidenced by the establishment of an International Conference on Case-Based Reasoning in 1995, as well as European, German, British, Italian, and other CBR workshops.
CBR technology has produced a number of successful deployed systems, the earliest being Lockheed's CLAVIER,
[Bill Mark, "Case-Based Reasoning for Autoclave Management", ''Proceedings of the Case-Based Reasoning Workshop'' (1989).] a system for laying out composite parts to be baked in an industrial convection oven. CBR has been used extensively in
help desk
A help desk is a department or person that provides assistance and information, usually for electronic or computer problems. In the mid-1990s, research by Iain Middleton of Robert Gordon University studied the value of an organization's help des ...
applications such as the Compaq SMART system
[Trung Nguyen, Mary Czerwinski, and Dan Lee, "COMPAQ QuickSource: Providing the Consumer with the Power of Artificial Intelligence", in ''Proceedings of the Fifth Annual Conference on Innovative Applications of Artificial Intelligence'' (Washington, DC: AAAI Press, 1993), 142–151.] and has found a major application area in the health sciences.
Personal life and death
Schank was married twice. His first marriage, to Diane Levine, ended when they divorced in 1998; he then married Annie Payeur in or around 1999.
He had two children.[
Schank had homes in ]Palm Beach, Florida
Palm Beach is an incorporated town in Palm Beach County, Florida, United States. Located on a barrier island in east-central Palm Beach County, the town is separated from West Palm Beach, Florida, West Palm Beach and Lake Worth Beach, Florida, ...
and Quebec
Quebec is Canada's List of Canadian provinces and territories by area, largest province by area. Located in Central Canada, the province shares borders with the provinces of Ontario to the west, Newfoundland and Labrador to the northeast, ...
. In Florida, he was a neighbor of Jeffrey Epstein
Jeffrey Edward Epstein ( , ; January 20, 1953August 10, 2019) was an American financier and child sex offender. Born and raised in New York City, Epstein began his professional career as a teacher at the Dalton School, despite lacking a col ...
, and attended an artificial intelligence conference sponsored by him on his island in 2002, six years before Epstein was convicted of sex offenses in 2008. After the conviction, Schank showed public support for him.[
After a period of failing health, Schank died from heart failure under hospice care in Shelburne, Vermont, on January 29, 2023, at the age of 76.][
]
Works
*Schank, Roger. ''Teaching Minds: How Cognitive Science Can Save Our Schools''. New York: Teachers College Press, 2011, (paper) and (hardcover).
*Schank, Roger, Dimitris Lyras and Elliot Soloway. ''The Future of Decision Making: How Revolutionary Software Can Improve the Ability to Decide''. New York: Palgrave Macmillan, 2010.
*Schank, Roger. ''Lessons in Learning, e-Learning, and Training: Perspectives and Guidance for the Enlightened Trainer''. Pfeiffer, 2005. .
*Schank, Roger. ''Scrooge Meets Dick and Jane''. Mahwah: Lawrence Erlbaum, 2001, .
*Schank, Roger. ''Dynamic Memory Revisited'', 2nd Edition. New York: Cambridge University Press, 1999, .
*Schank, Roger, ''Virtual Learning: A Revolutionary Approach to Building a Highly Skilled Workforce.'' New York: McGraw Hill 1997.
*Schank, Roger and Gary Saul Morson
Gary Saul Morson (born April 19, 1948) is an American literary critic and Slavist. He is particularly known for his scholarly work on the great Russian novelists Leo Tolstoy and Fyodor Dostoevsky, and the literary theorist Mikhail Bakhtin. Mors ...
. ''Tell Me A Story: Narrative and Intelligence''. Northwestern Press, 1995. .
*Schank, Roger and Chip Cleary, ''Engines for Education''. Hillsdale, NJ: Lawrence Erlbaum, 1995.
*Schank, Roger. ''The Connoisseur's Guide to the Mind: How we think, How we learn, and what it means to be intelligent''. Summit Books, 1991.
*Schank, Roger. ''Tell Me A Story: A new look at real and artificial memory''. Scribner's, 1990.
*Schank, Roger and Peter Childers. ''The Creative Attitude: Learning to Ask and Answer the Right Questions''. MacMillan Publishing Company, 1988, .
*Schank, Roger. ''The Cognitive Computer: On Language, Learning and Artificial Intelligence''. Reading: Addison Wesley, 1984.
*Schank, Roger. ''Dynamic Memory: A Theory of Learning in Computers and People''. New York: Cambridge University Press, 1982.
*
*Schank, Roger. Conceptualizations underlying natural language. In ''Computer Models of Thought and Language'', R. Schank & K. Colby, eds. San Francisco: W.H. Freeman, 1973.
See also
* Robert P. Abelson
References
External links
Roger Schank's Homepage
*
Socratic Arts
Engines for Education
VISTA (Virtual International Science and Technology Academy)
Grandparent Games
*
Milo's Place
Cognitive Arts
CMU Center for the Learning Sciences
XTOL Corp
{{DEFAULTSORT:Schank, Roger
1946 births
2023 deaths
20th-century American male writers
20th-century American non-fiction writers
20th-century American scientists
21st-century American male writers
21st-century American non-fiction writers
21st-century American scientists
American expatriates in Canada
American male non-fiction writers
American artificial intelligence researchers
Carnegie Mellon University alumni
Carnegie Mellon University faculty
Deaths from congestive heart failure in the United States
Northwestern University faculty
People from Palm Beach, Florida
Stuyvesant High School alumni
Writers from Manhattan
Yale University faculty
Fellows of the Association for the Advancement of Artificial Intelligence