Kenneth Benefiel Haase
kh@beingmeta.com
68 Bailey Street 
Dorchester, MA 02124 
(617)436-8341 
beingmeta, inc 
68 Bailey Street 
Boston, MA 02124 
(617)512-6867 (Voice) 
(617)929-0431 (Fax) 

What Excites Me I want to better enable communitities to think together by giving them computationally active media where models and assumptions are built into the creation, manipulation, and transmission of information. The fruits of this activity are greater understanding and creativity and I want to create the tools to enable these "fruits of thought" for social, political, scientific, and business communities.
Some Things I've Done Artifical intelligence, database and knowledge base technology, natural language processing, machine learning and discovery, knowledge representation, information retrieval, programming language design and development, intelligent multimedia databases, expert system development, environments for children's game design
Some Career Highlights Completed MIT PhD at the Artificial Intelligence Laboratory in computational models of scientific creativity, supervised by Marvin Minsky and advised by Patrick Winston and Thomas Kuhn.
Associate Professor at the MIT Media Laboratory, doing research in knowledge representation, intelligent information retrieval, and natural language understanding. Directly supervised 4 PhD and 3 master's theses in areas including advanced multimedia databases, augmented news systems, prosodic speech synthesis, and visualization of very large scale conversations.
Founder & President of beingmeta, inc., developing products and capabilities for advanced content and knowledge management, initially aimed at the media sector and commercializing the work done at the MIT Media Laboratory.
Acting Director, Media Lab Europe serving (for a year between permanent directors) as chief executive and scientific leader of a joint research venture between MIT and the Irish government. In addition to overall operational and fundraising responsbility (assisted by a strong team), I was responsible for scientific direction and vision as well as instituting structures for research evaluation and critique.

Education 

Doctor of Philosophy in Artificial Intelligence
Thesis Title: ``Exploration and Invention in Discovery''
Thesis Director: Marvin L. Minsky
Massachussetts Institute of Technology
Department of Electrical Engineering and Computer Science
Master of Science in Computer Science
Thesis Title: ``TYPICAL: An Implemented Approach to Type Specification and Inference''
Massachussetts Institute of Technology
Department of Electrical Engineering and Computer Science
Bachelor of Science in Philosophy
Thesis Title: ``ARLO: Another Representation Language Offer''
Massachussetts Institute of Technology
Department of Linguistics and Philosophy


Research and Teaching Experience 

August 2001 to Present  Founder & President beingmeta, inc
Founded beingmeta to commercialize the research work done at MIT, involved in business planning and operations, marketing and fund-raising, and product development.
February 1998 to Present  Professor University of Tampere (Finland)
Working in the Department of Journalism & Mass Communication, I help design and advise on research programs in media technology as well as helping to shape undergraduate and graduate activities towards new technologies and philosophies of communication.
October 2003 to September 2004  Senior Research Scientist Media Lab Europe (Dublin)
Led and executed research in common sense reasoning, especially focused on using analogy to provide robust adaptability to knowledge systems.
November 2002 to October 2003  Acting Director Media Lab Europe (Dublin)
Served as acting director of a joint research venture between MIT and the Irish government. In addition to overall operational and fundraising responsbility (assisted by a strong team), I was responsible for scientific direction and vision as well as instituting structures for research evaluation and critique.
September 1998 to August 2001  Visiting Associate Professor MIT Media Laboratory
Visiting Associate Professor of Media Arts and Sciences exploring issues in large-scale knowledge bases, intelligent multi-media systems, and computer understanding of unrestricted natural language text.
December 1997 to Present  Consultant StarLab (Brussels)
Consulted on the establishment of a new multi-disciplinary laboratory --- the StarLab --- chartered as a long-term research laboratory by the European Commission. During most of 1997 and 1998, I was based in Brussels, assisting in the creation of the StarLab, while continuing a consulting relationship with the MIT Media Laboratory.
October 1997 to August 1998  Consultant MIT Media Laboratory
Consulted on European initiatives and research in Machine Understanding, continuing work described below.
June 1997 to October 1997 Acting Scientific Director Klaus Tschira Foundation (Stiftung)
Consulted on the establishment of a "European Media Laboratory" for the Klaus Tschira Foundation in Heidelberg, Germany. Work involved establishing structures and mission for the laboratory, making affiliations with local universities, and meetings with prospective industrial sponsors.
July 1996 to June 1997  Associate Professor MIT Media Laboratory
Associate Professor of Media Arts and Sciences exploring issues in large-scale knowledge bases, intelligent multi-media systems, and computer understanding of unrestricted natural language text. Teaching includes courses in Artificial Intelligence programming, the content-based description and manipulation of media, and storytelling in new media. Co-architect of prototype undergraduate curriculum in Media Arts and Sciences.
June 1991 to present  Project Leader News In the Future Program
Project leader for News In the Future program, responsible for managing $500,000-$700,000 of research (out of approximately $2,000,000) for a consortium of publishers and technology companies interested in future news and information systems. Responsibilities include fundraising, sponsor presentations and workshops, managing graduate student research, and numerous other tasks.
January 1990 to June 1996 Assistant Professor MIT Media Laboratory
Assistant Professor of Media Arts and Sciences. See above for description.
January 1995 to March 1995 Consultant "The Agency"
Consulted with a new startup company on development and evaluation of technologies for natural language processing and information extraction.
1986 to January 1990  Researcher MIT AI Laboratory
Worked under the supervision of Professor Marvin Minsky on automated discovery systems, agent-based approaches to reasoning, and massively parallel decision networks.
Spring 1986 to January 1990 Consultant Norton Corporation
Consulted for Norton Corporation (a multinational manufacturing support company based in Worcester, Massachusetts) on developing an expert system providing product engineering advice about Norton's product line.
August 1988 to January 1990  Consultant Bank of Boston
Consulted on the development of advisory systems for anticipating fluctuations and significant events in a trading market. Implemented system was taught as a `case' by the Harvard Business School.
January and Autumn 1987 Visiting Lecturer Vrije Universiteit Brussel
Visiting Lecturer at the Vrije Universiteit Brussel (the Dutch-speaking Free University in Brussels, Belgium), teaching courses in knowledge representation and Artificial Intelligence.
1984 to 1986 Researcher MIT AI Laboratory
Worked under the supervision of Professor Marvin Minsky on automated discovery systems and self-referential description languages.
1984 to 1985 Consultant MCC
(Microelectronics and Computer Consortium)
Consulted with Doug Lenat and the CYC project at MCC (the Microelectronics and Computer Consortium) on very large knowledge bases. Helped design and develop early versions of the CYCL language.
June 1984 to November 1984 Consultant Thinking Machines Corporation
Worked with David Waltz and Doug Lenat at Thinking Machines Corporation, extending the `representation language language' ARLO for application to encyclopedic knowledge bases and automated discovery.
1982 to 1984 Researcher Atari, Inc.
Worked for Alan Kay and Cynthia Solomon at ATARI's research labs in Sunnyvale, California and Cambridge, Massachusetts. Developed systems and languages for describing computer animation and synchronizing music (using symbolic descriptions of musical events) to computer generated animation. Also developed a gestural user interface to operating systems and AI languages (called the `information waldo'), environments for teaching object oriented programming (in the experimental language QLOGO), and applied the knowledge representation language ARLO to representing encyclopedia level knowledge.
Spring 1983 Co-Organizer Cambridge Computer Animation Workshop 
While at ATARI, I conceived and organized, together with Ann Marion, the Cambridge Computer Animation Workshop, bringing together traditional animators, workers in computer animation, and Artificial Intelligence researchers in a discussion of what the future of animated movie-making --- in the home and in the studio --- might look like.
1982 to 1984 Researcher MIT AI Laboratory
Worked for Professor Marvin Minsky and Professor Patrick Winston on representation language languages for introspective programs and learning systems. This work culminated in the `representation language language' ARLO.
1980 to 1982  Researcher MIT AI Laboratory
Worked with Professor Marvin Minsky at the MIT Artificial Intelligence Laboratory on parallel semantic network implementations (continuing work begun at the University of Maryland) and multiple-context theorem provers for sophisticated problem solving.
Summer 1980 and January 1981 Researcher National Bureau of Standards
Worked for Dr. James Albus on computational models of cerebellar activity for robot control. My work consisted of constructing simple mathematical models and computer simulations based on an explanation of cerebellar activity developed by Dr. James Albus. The model --- called CMAC (for Cerebellar Model Arithmetic Computer) --- specified a system that could be trained to produce smooth continuous functions of the sort needed for controlling robot motion. My work involved experimenting with and analyzing various training algorithms.
1978 to 1980   University of Maryland
Worked with Professor Charles Rieger at the University of Maryland on simulation and analysis of parallel neural networks. With the ZMOB parallel processor project, developed MICRONIVER, an assembly language package for multi-processing and continuation passing on the Z-80 processor. Also explored highly parallel semantic network implementations which supported propositional inference and multiple worlds reasoning.

Selected Publications 

1. Books and Chapters of Books:

Hands For The Mind: How We Think With Models, in preparation

Machine Discovery, in Machine Learning, edited by R. Forsyth, Chapman and Hall 1989

Making Clouds from Cement: Building Abstractions from Concrete Examples,

in Vision and Language across the Pacific, edited by Y. Wilks and H. Okada, Ablex 1996

2. Papers in Refereed Journals and Collections:

Better Image Searching Through Shared Annotations in ACM Interactions, February 2004

Why the Media Lab Works in IBM Systems Journal, Volume 39, Numbers 3&4, Fall 2000

BRICO: Building an Inter-Lingual Ontology in IBM Systems Journal, Volume 39, Numbers 3&4, Fall 2000

Do Agents Need Understanding? in IEEE Expert, February 1997

FramerD: Representing Knowledge in the Large, in IBM Systems Journal, Volume 35, Numbers 3&4, Fall 1996 Video and Image Semantics: Advanced Tools for Telecommunications (with Alex Pentland, Rosalind W. Picard, Glorianna Davenport) in IEEE MultiMedia 1(2), (1994)

3. Papers in Proceedings of Refereed Conferences:

"Context for Semantic Metadata", Proceedings ACM Multimedia 2004, New York, 2004.

"A Model of Poetic Comprehension", Proceedings AAAI-96, AAAI Press 1996

"Inherited Feature-based Similarity Measure Based on Large Semantic Hierarchy and Large Text Corpus" (with Hideki Hirakawa & Zhonghui Xu), Proceedings of COLING 1996, pp. 508-513. "Analogy in the Large", Proceedings IJCAI-95, 1995

"Using Semantic Knowledge for Information Retrieval", Proceedings SIGIR-95, 1995

"Framer: A Persistent, Portable, Representation Library", Proceedings ECAI-94, 1994

"Supporting Knowledge Representation in the Large", Workshop on AI in Service and Support Applications, AAAI-93, 1993

"Cyrano-3: An Experiment in Representational Invention", Workshop on Machine Learning, International Conference on Machine Learning, 1992

"A Uniform Memory-based Representation for Visual Languages", Proceedings of ECAI-92, with Anil Chakravarthy and Louis Weitzman, 1992

"Discovery Systems", Proceedings of ECAI-86, 1986

4. Other Publications

"Too Many Ideas, Just One Word: A Review of Margaret Boden's `The Creative Mind'", AI Journal, Volume 79, Number 1, December 1995

5. Research Reports

"Multi-scale Parsing Using Optimizing Finite State Machines", 1992 

"Why No Representation is Better than One (and Many are Better still)", 1993 

"Using Grammatical Relations for Document Analysis and Retrieval", 1994 

Other Experience 

August 1990 to June 1991  Clerk, Committee on Ministry and Counsel New England Yearly Meeting
Clerked the New England-wide committee on Ministry and Counsel of Friend's meetings; responsibilities included leading meetings, organizing activities, and helping identify and set agendas.
August 1987 to June 1991 Committee on Ministry and Counsel New England Yearly Meeting
Served as a member of the New England-wide committee on Ministry and Counsel of Friend's meetings, having oversight for spiritual and corporate life of both individual meetings and New England Yearly Meeting as a whole.
June 1986 to June 1990 Board of Directors Beacon Hill Friends House
Served as a member of the Board of Directors of Beacon Hill Friends' House, a rooming house --- primarily for Boston-area students --- on Boston's Beacon Hill.
March 1985 to April 1990 Senior Staff The Haley House Storefront
Served as a `shift-head' at `Haley House,' a soup kitchen storefront in Boston's South End. My responsibilities at Haley House --- which serves homeless men --- involve organizing (or co-organizing) the storefront for one day a week. The work at Haley House ranges from preparing food to lending a listening ear to calming difficult guests.
September 1986 to September 1989 Committee on Ministry and Counsel Beacon Hill Friends Meeting
Served as a member of the Committee on Ministry and Counsel, a group within the Friends Meeting which provides pastoral care for the Meeting and its members.
April 1988 to February 1989 Live-in Staff The Haley House Storefront
Live-in staff at `Haley House.' As a member of the live-in staff, I took responsibility for maintaining the general operation of the storefront and helping with the broader scope of Haley House's activities.
September 1985 to September 1987  Treasurer Beacon Hill Friends Meeting
Served as Treasurer for Beacon Hill Friends Meeting, responsible for budget planning and bookkeeping.

Personal Information 

Age 43. Born and raised in the Washington D.C. area. A Convinced Quaker.

Personal interests are philosophy, poetry, scuba diving, sailing, cooking, science fiction, and volunteer work.