The various areas
of research appear below in approximate time order
with the most recent first. There has been
considerable overlap between projects at various
times.
Theory of Mind
This area of research has been a long collaboration with
Sam Adams in IBM Research. The problem we attacked
was how to model a theory of mind in which a General
Artificial Intelligence (AGI) system is assumed to be
embodied, i.e., it has internal and external sensory
input and it is in constant active interaction with a
changing world. That represents a radical departure from
the earlier assumptions of AI. We also took the position
that AGI is not possible without modeling "emotion"
(i.e., affect), and "superstition"
and
"forgetfulness." (Those words are in quotes
because they are only approximations of the more formal
properties we actually modeled.)
This work was recently presented by Sam Adams at the 2007
Singularity Summit in San Francisco, Sept. 8-9, Transcript
and slides, audio
of presentation, video
interview and commentary
are on line.
Publications
-
Adams, S.S. & Burbeck, S. Beyond the Octopus: Towards a human
like mind. Draft
of a Chapter to appear in "Theoretical Foundations
of AI" Pei
Wang and Ben Goertzel (Eds.). To be
published in 2012.
- Latta, C., Alvarado, N., Adams, S.S., &
Burbeck, S. An expressive system
for animating characters or endowing robots with
affective displays. In L. Canamero & R.
Aylett, (Eds.), Animating Expressive Characters for
Social Interactions. UK: Advances in Consciousness
Research Series, John Benjamins Publishing.
- Adams, S.S., Alvarado, N., Burbeck, S. &
Latta, C. (2002). Bootstrapping
semantics in an autonomic computing system.
Fourth International Workshop on Computational
Semiotics for Intelligent Systems, Joint Conference
on Information Systems (JCIS), Chapel Hill, NC. An
expanded version will be published as a chapter in a
book based on the proceedings, edited by A. Meystel,
to be published by John Wiley & Sons.
- Alvarado, N., Adams, S.S., Burbeck, S. &
Latta, C. (2002). Beyond the
Turing Test: Performance metrics for evaluating a
computer simulation of the human mind.
Proceedings of The 2nd International Conference on
Development and Learning (ICDL02), Cambridge, MA,
IEEE Computer Society.
- Adams, S.S., S. Burbeck, N. Alvarado, and C.
Latta. Project
Joshua
Blue: common sense via common experience, IBM
Research, USA, in AAAI Fall Symposium on Anchoring
Symbols to Sensor Data in Single and Multiple Robot
Systems, Online
Proceedings, October, 2001
Archiving Digital Records
From 2006 through 2008 I worked with the Collaborative
Electronic Records Project (CERP), a joint effort
of the digital archiving groups at The Rockefeller
Archive Center and the Smithsonian
Institution Archives.
Historical archives differ from corporate email
archives. Historical archives must be preserved for much
longer, they must deal with messages generated by a much
more diverse set of email systems, and records must be
preserved in a way that they can be interpretable
decades hence. We designed and built a working prototype
system that converted email in the common .mbox format
to an XML representation conforming to the Mail-Account
schema, a general XML schema co-developed with the
North Carolina State Archives. The code, which is in
Squeak Smalltalk, is open source and freely available here.
Archiving Conference Presentations
The CERP project was completed December, 2008. The work
has been presented at several archiving conferences.
Examples include:
- Digital
Dilemmas: Archiving E-mail, Spring Meeting of
the Society of North Carolina Archivists, Raleigh,
NC, March 7, 2008.
- More Than One Way to Meet the Challenge:
Systematic Approaches to the Capture and
preservation of Complex Digital Artifacts, The
Midwest Archiving Conference 2008 Annual Meeting,
Louisville, KY, April 17-19, 2008.
- Workshop
on Digital Dilemmas: Archiving E-Mail,
Association of Canadian Archivists, Annual
Conference, June 10, 2008 - Fredericton, New
Brunswick
- Society of American Archivists Annual Conference,
2008, Capturing
the
E-Tiger; New Tools for Email Preservation,
August 30,2008.
The Interface Between Biology and Computing
As many have noted, computing systems and biological
systems exhibit similar characteristics (see for
example, this 2005 National
Academy Report). Both fields are especially
relevant these days, as is the interface between them.
Researchers in each field find metaphors from the other
field useful. Biologists increasingly use computers in
their work. The new biological area called "Systems
Biology" is strongly dependent upon computational
techniques. And insights about how very complex
biological systems are architected can give computing
researchers ideas about how to design and manage complex
computing systems,
especially those immersed in the Web.
Publications
- Burbeck & Jordan, K. An assessment
of the role of computing in systems biology.
In the IBM Journal of Research and Development, Special Issue on
Systems Biology, K. Jordan & S. Burbeck,
Guest Editors. Volume 50, Number 6,
2006.
- Burbeck. Complexity
and
the Evolution of Computing, 2004
- Burbeck, Brown, P., Brown, K., Chamberlin, D.,
Eckman, B., Kriechbaum, W., Rice. J. & Tenner,
J. Database Directions for Systems Biology. IBM
Academy of Technology Workshop Report, AR#161, June,
2003.
Podcast
Presentations
- Burbeck. Evolution of Multicellular Computing:
Parallels with Multicellular Life (pdf). Seminar
presentation, Department of Computer Science,
University of Birmingham, Birmingham, UK, Dec, 21,
2009.
- Jordan, K. & Burbeck. What is Systems Biology:
an Opportunity for Computational Science, Math and
Engineering. Joint
SIAM-SMB Conference on the Life Sciences,
Raleigh, NC., July 31 - August 4, 2006.
- Burbeck. TII/Vanguard
Conference
on The Challenge of Complexity, Los Angeles,
September 27-28, 2004
- Burbeck. An assessment of Computational Systems
Biology from a computing perspective (presentation pdf).
Genentech/CMEA
Ventures Symposium on Systems Biology, San
Francisco, June, 2003
Book Acknowledgments
- Catalyzing Inquiry at the Interface of Computing
and Biology, J. C. Wooley & H. S. Lin, The
National Academies Press, 2005. Preface and Table of
Contents available here
(pdf). Discussion of the multicellular
metaphor here.
- Bio-2003, Published by Burrill & Co., San
Francisco, 2003.
Service Oriented
Architectures (SOA), Web Services and Peer-to-Peer
(P2P) Software
To some this juxtaposition of topics may seem strange.
What they share is that they are different varieties of
distributed (what I now call multicellular) systems. SOA
and Web Services seem at first to be much more
structured than P2P software. But they simply exploit
different kinds of structure. Tim O'Reilly makes
a similar case. The messaging between P2P nodes is
quite structured even though the identity of the
collaborating systems is unknown in advance. My earliest
work on this topic was at IBM Research where I
investigated the scaling properties of a random forwarding message
architecture for distributing information in
randomly connected networks. That work was done in 1997,
before P2P file sharing burst upon the scene.
Publications
- Burbeck, Peer-to-Peer Computing, IBM Academy of
Technology Workshop Report, July 16, 2001
- Burbeck, The
tao
of e-business services. IBM DeveloperWorks
website, October, 2000
- Burbeck & Steve Graham, Creating
target-rich
environments in a service-oriented architecture,
IBM DeveloperWorks website, December, 2000
- Burbeck & Sam S. Adams. Resource
allocation
in a fully decentralized market of agents: the
mini-mart approach. (Internal IBM Whitepaper),
1998.
Conference Presentations
- O'Reilly
Peer-to-Peer Summit, San Francisco, September
19, 2000. -- invited participant. Some raw notes
from that summit are available here.
- Intel Peer-to-Peer Working Group (San Jose,
October, 2000) -- Speaker
- World Internet Center "Thinktank on Peer-to-Peer"
(Palo Alto, March, 2001) Keynote Address
- European Conference on Peer-to-Peer (Amsterdam,
February, 2001) -- Speaker
- O'Reilly Peer-to-Peer Conference (San Francisco,
February 14-16, 2001) -- Program Committee and Panel
Speaker
- THESEUS
International Management Institute Conference on
Peer-to-Peer Software (Sophia Atipolis, France,
March, 2001) Speaker
- O'Reilly Peer-to-Peer Conference (Washington DC,
November, 2001) -- speaker ( see
third photo)
Book Acknowledgerments
- Peer-to-Peer: Harnessing the Power of Disruptive
Technologies, Andrew Oram, Nelson Minar & Clay
Shirky, O'Reilly & Associates, 2001
Open-Source Software (OSS)
A great deal of credit for IBM's current good standing
in the OSS community is due to the two guys James
Barry
and Yen-Ping Shan, who in 1998 formed the alliance
between IBM and Apache. That very successful project
became the existence proof that getting IBM to
participate in OSS was possible, if far from easy. As it
turned out, Shan took so many arrows in his back that he
left IBM soon thereafter.
The Apache deal was a tactical move that was driven in
large part by the fact that IBM's own Web Serving
software was losing out to both Microsoft's IIS and
Apache. I was one of the small group of very early
leaders within IBM (where there's never just one leader)
arguing that it would be strategically advantageous
for IBM to fully embrace open-source software and fold
it into IBM's business wherever possible. I participated
in the Corporate Task Force that formed IBM's Linux
strategy and led the group in 1999 (together with Dan
Frye under the auspices of the Corporate Technology
Council), that developed the corporate strategy and the
business case for IBM to embrace Open Source software.
It was bad form then, and perhaps even now, to
explicitly acknowledge that the strategy was aimed
primarily at Microsoft and, to some degree, at Sun.
However, since I instigated and led the strategy team
and wrote the majority of the resulting report to the
CTC, I can confirm that the
2002 ZDNet story had it mostly right when they
said, "Open-source, widely viewed as a way for the
development community to participate in the evolution of
software that's owned by nobody but shared by everyone,
was now a competitive weapon..." Much of the rest of
that article is fairly accurate too.
Getting IBM to take a bold strategic leap is a bit like
mating with a female Black Widow spider. The anecdotes
in the last
section of this Salon story give the flavor of the
infighting and misunderstandings that the OSS revolution
stirred up within IBM. It mentions just a few of the
players and tends to get their roles wrong to boot. But
IBM is so large, riven by rivalries, and confused that
it would be a massive undertaking to reconstruct an
accurate history. Now that Open Source has completely
remade the landscape of the Software Industry, everyone
who could possibly make a claim to be involved fancies
that their efforts, or their executive decisions, were
instrumental in that success. Credit tends to be
attributed to those with access to the biggest
megaphone: IBM's corporate PR machine.
Publications
- Burbeck, Capek, P., et al. Open-Source Software:
Implications for IBM. IBM Academy of Technology
Report (IBM Confidential), September, 1999.
Conference Participation
Object-Oriented Software
My interest in Smalltalk and Object-Oriented Software
began in 1985 when a small group I led at the Linus
Pauling Institute ported Xerox PARC's Smalltalk-80 to
the IBM PC-AT. We then spun out a little company called
Softsmarts
(long since defunct) to commercialize that port. One
thing led to another and it became a central focus for
my work until the late '90s
Publications
- Burbeck & S. G. Graham. Implementation of a Design
Virtual Machine. IBM Technical Report, 1998.
- Burbeck & S. G. Graham. A design
virtual machine for static analysis of Smalltalk.
IBM Technical Report, 1998.
- Burbeck. Real-Time
Complexity
Metrics for Smalltalk Methods. IBM Systems
Journal, 35(2), pp. 204-226, 1996
- Burbeck. Using
Signatures
to Improve Smalltalk Productivity and Reuse,
1995.
- Adams, Sam S., & Burbeck. Software Assets by
Design. Object Magazine, October, 1992.
- Burbeck. Collecting the Garbage: An Annotated
AppleLink Discussion. Frameworks, 3(4),
1989, 19-26.
- Burbeck. What is Object-Oriented Programming
(OOP). Apple Developer's Group Newsletter,
7, 1989, 21-25.
- Burbeck. MacApp: Apple's Object-Oriented Toolbox.
APDAlog, Winter 1989, 14-18.
- Burbeck. Applications programming in
Smalltalk-80: How to use Model-View-Controller
(MVC). Softsmarts, Inc. 1987/1992. (available at: http://st-www.cs.uiuc.edu/users/smarch/st-docs/mvc.html
A Russian language
translation is available. There is also a
useful discussion
of the MVC architecture pattern at Microsoft
Developer Network and another
discussion of the paradigm in Ruby on Rails.
Conference Presentation
- OOPSLA-86 (the first ACM Conference on Object
Oriented Programming) -- Executive Committee
- OOPSLA-87 -- Program Committee, Technical
Reviewer
- MacWorld (Boston '88 and 89, and San Francisco
'89) -- Conference Faculty
- SCOOP '89 -- "OOP: Past, Present & Future"
panel
- Software '89 -- Object-Oriented Programming panel
- SCOOP '90 -- Workshop on OO Analysis and Design
- C++ at Work '90 -- Workshop on OO Analysis and
Design
- Software Development (Santa Clara '92) -- Speaker
- ObjectExpo (New York City '92) -- Speaker
- IBM International Conference on Object Technology
(San Francisco, June 1996) Speaker
Book Acknowledgerments
- Object-Oriented Information Systems. David
Taylor. John Wiley & Sons, 1992.
- Developing Object-Oriented Software for the
Macintosh: Analysis, Design, and Programming. Neal
Goldstein & Jeff Alger. Addison-Wesley
Publishing Co., 1992.
- Object-Oriented Analysis. Peter Coad & Edward
Yourdan. Yourdan Press, 1991.
- Object-Oriented Design. Peter Coad & Edward
Yourdan. Yourdan Press, 1991.
- Programming with MacApp. David A. Wilson, Larry
S. Rosenstein & Dan Shafer. Addison-Wesley
Publishing Co., 1990.
Bioinformatics
From 1980 to 1988, I directed the scientific computing
group at the Linus Pauling Institute of Science and
Medicine in Palo Alto, CA. That group helped to pioneer
techniques for computerized quantitative analysis and
identification of proteins separated in 2-D PAGE gels --
what is now a part of the field of Proteomics. I also
collaborated with Dr.
Emile Zuckerkandl on DNA sequence analysis
research (unpublished) using novel Fourier Analysis
techniques. We sought to find repetitive short sequence
motifs at the period of the nucleosome (165 - 200 bp) in
regions of the genome containing human globin
genes. However the globin DNA sequences available
at that time were too short to obtain reliable results.
Recently such
periodicity has been found by "wet lab"
techniques. I also collaborated with other LPI
researchers on several other bioinformatics projects.
Publications
- Leavitt, J., Sun-Yu Ng, Varma, M., Latter, G.,
Burbeck, Gunning, P. & Kedes, L. Expression of
Transfected Mutant beta-actin genes: Transitions
toward the stable tumorigenic state. Molecular
and Cellular Biology, 7, 1987, 2467-2476. (PubMed)
- Ross, M., Latter, G., Burbeck, & Leavitt, J.
Reduced
area two-dimensional gels for direct digital
imaging of radioactive protein profiles. Electrophoresis,
8, 1987, 249-250.
- Leavitt, J., Sun-Yu Ng, Aebi, U., Varma, M.,
Latter, G., Burbeck, Kedes, L., & Gunning, P.
Expression of transfected mutant beta-actin genes:
Alterations of cell morphology and evidence for
autoregulation in actin pools. Molecular and
Cellular Biology, 7, 1987, 2457-2466. (PubMed)
- Burbeck. The complexity of computerized
microdensitometry: Implication for the design of a
2D-gel workstation. Invited paper presented to the
EMBL 2D-Gel Workshop, European Molecular Biology
Laboratory, Heidleberg, Germany, March 1986.
- Leavitt, J., Latter, G., Lutomski, L., Goldstein,
D. & Burbeck. Tropomyosin isoform switching in
tumorigenic human fibroblasts. Molecular and
Cellular Biology, 6, 1986, 2721-2726. (PubMed)
- Goldstein, D., Djeu, J., Latter, G., Burbeck,
& Leavitt, J. Abundant synthesis of the
transformation-induced protein of neoplastic human
fibroblasts, plastin, in normal lymphocytes. Cancer
Research, 45, 1985, 5643-5647. (PubMed)
- Burbeck, G. I. Latter, E. Metz & J. Leavitt.
Neoplastic Human
Fibroblast Proteins are Related to Epidermal
Growth Factor Precursor. Proc. National
Academy of Sciences. USA, 81, 1984, 5360-5363.
- Latter, G., Burbeck, Fleming, J. & Leavitt,
J. Identification
of Polypeptides on Two-dimensional Electrophoresis
Gels by computerized Amino Acid Analysis. Clinical
Chemistry, 30(12), 1984, 1925-1932.
- Latter, G., Burbeck, Fleming, J., Metz, E. &
Leavitt, J. Measurement of amino acid composition by
computerized microdensitometry: An aid in the
identification of proteins on 2-D gels. Paper
presented to the 4th annual conference on 2-D
Electrophoresis, Argonne National Laboratories,
June, 1984.
- Burbeck. Direct
digital imaging of radio-labeled 2-D gel beta
emissions using micro-channel plate image
enhancement. Electrophoresis, 4, 1983,
127-133.
- Burbeck, G. I. Latter, E. Metz & J. Leavitt.
Simultaneous Amino Acid Analysis of 100 Polypeptides
in 2-D Gels by Computerized Microdensitometry. Paper
presented at Electrophoresis '83, Boston, 1983.
- G. I. Latter, E. Metz, Burbeck & J. Leavitt.
Measurement
of
amino acid composition of proteins by computerized
microdensitometry of two dimensional
electrophoresis gels. Electrophoresis,
4, 1983, 122-126.
- R. Marcuson, Burbeck, R. L. Emond, G. I. Latter,
& W. Aberth. Normalization and reproducibility
of mass profiles in the detection of individual
differences from urine. Clinical Chemistry,
28, 1982, 1346-1348.
Mathematical Cognitive Psychology
This was the field of my PhD dissertation under Professor
R.
Duncan Luce at UC Irvine and Harvard University.
My coursework and dissertation writing occurred at UC
Irvine. The experimental portion of the research was
done at Harvard with Duncan Luce and Dave
Green (in wonderful William James Hall). I
developed novel statistical techniques for using hazard
functions to analyze reaction time distributions. For an
up-to-date list of references to that work, Google
[Burbeck Luce hazard "Reaction time"].
Publications
Conference Presentations
- Burbeck. Recovering decision latency distributions
from reaction time experiments. Paper presented to
the Acoustical Society of America, Pennsylvania
State Univ., University Park, Pennsylvania, June
1977.
Mathematical Sociology
Upon finishing a BA in mathematics at California State
University, Long Beach, I joined a research project (the
Urban Disorder Project) that was investigating the
internal dynamics of the large scale urban race riots in
the '60s, e.g., the Watts Riot in Los Angeles. That
research involved mathematical modeling and statistical
analysis of census data and detailed spatial/temporal
data on many of the individual "riot events" such as
arson, looting, rock throwing, etc. See Clark McPhail's
review
for background and a short description of the results of
this project in the section titled "Temporal and Spatial
Variation."
Publications
- Burbeck, W. J. Raine, M. J. Abudu Stark. The
dynamics of riot growth: An epidemiological
approach. Journal of Mathematical Sociology,
6, 1978, 1-22.
- M. J. Abudu Stark, W. J. Raine, Burbeck, & K.
K. Davison. Some empirical patterns on a riot
process. American Sociological Review, 39,
1974, 865-876.
- S. M. Moinat, W. J. Raine, & Burbeck. Black
ghetto residents as rioters. Journal of Social
Issues, 28, 1972, 45-62
- W. J. Raine, M. J. G. Abudu, Burbeck, & K. K.
Davison. Black ghetto violence: A case study inquiry
into the spatial patterns of four Los Angeles event
types. Social Problems, 19, 1972, 408-426.
IBM Patents
- Method
and system for synchronizing code with design.
Filed December 19, 1996, Granted March 16, 1999.
Patent No. 5,884,081.
- Apparatus
and method for categorizing services using
canonical service descriptions. Filed January,
2001, Published July 4, 2002. Coauthors: Hondo, M.
Casler, J.B. Boubez, T.T., Graham, S.G.
- Content
Tracking in Transient Network Communities.
Filed March 27, 2002, Granted, June 27, 2006.
Coauthor: Wesley, A., Patent No.7,069,318.
- Persisting
node reputations in transient network communities.
Filed March 27, 2002, Granted, February 13, 2007.
Coauthor: Wesley, A., Patent No.7,177,929.
- Interminable
peer relationships in transient communities.
Filed March 27, 2002, Granted, February 20, 2007.
Coauthor: Wesley, A., Patent No.7,181,536.
- Method
and apparatus for processing workflow through a
gateway. Filed July 24, 2002, Granted
September 12, 2006. Coauthors: Casler, J.B., Boubez,
T.T., Graham, S.G., Miller, S., Patent No.
7,107,333.
- Broadcast
tiers in decentralized networks. Filed March
27, 2002, Granted November 28, 2006. Coauthor
Wesley, A. Patent No. 7,143,139.
- Persisting
node reputatuions in transient network communities.
Filed March 27, 2002, :Granted February 13, 2007.
Coauthor Wesley, A. Patent No. 7,177,929.
- System
for sharing ontology information in a peer-to-peer
network. Filed June, 2004., Published February
9, 2006.
- System and method for performing service
discovery using non-deterministic fallible
forwarding. Filed June, 2000. Coauthors: Adams, S.
S. & Graham, S. G.
- Apparatus and method for ebusiness service
brokerage. Filed September, 2000. Coauthors: Hondo,
M., Casler, J.B., Boubez, T.T., Graham, S.G.
- Apparatus
and method for verifying categorization of
services using canonical service description tests.
Filed January, 2001. Coauthors: Hondo, M., Casler,
J.B., Boubez, T.T., Graham, S.G.
- Service
taxonomy crawler apparatus and method related
applications. Filed January, 2001, Granted
July 4, 2002. Coauthors: Hondo, M., Casler,
J.B., Boubez, T.T., Graham, S.G. Patent No.
20020087374
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