Lucio Soibelman
Ph.D. Phone 412-***-****
Professor Fax 412-***-****
Department of Civil and Environmental Engineering E-mail *****@******.***.***
Carnegie Mellon University WWW : http://www.ce.cmu.edu/~lucio118N Porter Hall
Pittsburgh, PA 15213-3890
Lucio Soibelman
Use of information technology for economic development. Information
Professional
technology support for construction management. Process integration
Interests
during the development of large-scale engineering systems. Information
Logistics. Artificial Intelligence, Data Mining, Knowledge Discovery,
Image Reasoning, Text Mining, Machine Learning, Multi-reasoning
Mechanisms, sensors, sensor networks, and advanced infrastructure
systems
June 1998 Massachusetts Institute of Technology Cambridge, MA
Education
Ph.D. in Civil Engineering Systems
? Dissertation Title: The Exploration of Meta-Representation for the
Conceptual Phase of Structural Design for Tall Buildings through
Distributed Multi-Reasoning Algorithms.
This dissertation deals with the development of a model that aim to assist
engineers in the conceptual phase of the structural design of tall buildings by
providing him/her with organized and reliable information. This preliminary
conceptual design involves selecting preliminary materials, selecting the
overall structural form of the building, producing a rough dimensional layout,
and considering technological possibilities. Decisions are made on the basis
of such information as height of the building, building use, typical live load,
wind velocity, earthquake loading, design fundamental period, design
acceleration, maximum lateral deflection, spans, story height, and other
client s requirements. The model objective is to provide designers with
adapted past design solutions with the help of a distributed multi-reasoning
mechanism creating a support system to enhance creativity, engineering
knowledge and experience of designers. To prove the feasibility of the
proposed model I developed a distributed artificial intelligence computer
system that works as a decision support tool for the preliminary design of tall
buildings structures. This system applies an agent like approach developing
competence modules, which is an expert at a particular small task oriented
competence. The Internet is being used as a communication backbone
among the different systems that implement the reasoning mechanisms
being employed. The current implementation was developed with three
modules: The classification module implemented by a C4.5 agent, the past
cases/experience module implemented by a Case Based Reasoning agent,
and the adaptation module implemented by the Genetic Algorithm agent.
August, 1993 Universidade Federal do RGS Porto Alegre, Brazil
Master of Science in Civil Engineering
? Thesis Title: Material Waste in the Construction Industry: Incidence and
Control.
February, 1991 Japan International Cooperation Agency Tokyo, Japan
Specialist in Advanced Construction Technology
January, 1984 Universidade Federal do RGS Porto Alegre, Brazil
Bachelor of Science in Civil Engineering
2008-2009 Carnegie Mellon University Pittsburgh, PA
Academic
12-671: Special Topics: Fundamental Concepts of Computing in Civil
Experience
and Environmental EngineeringTeacher
? The purpose of this course is to introduce students to the important
concepts of computing related to civil and environmental
engineering. The course will briefly describe the form and operation
of modern computational devices, the data structures and algorithms
that are used in many of the computations that support CEE
software applications, and explore the frontier of applying advanced
computing in civil and environmental engineering.
2007-2010Carnegie Mellon University Pittsburgh, PA
12-610: Special Topics: ICCM International Collaborative ConstructionManagement Teacher
? This course is intended to provide a comprehensive overview of the
life cycle of the facility development process and of relevant project
management techniques. While primary emphasis is on the
construction phase, the techniques and perspective apply to the
other phases of the facility development process as well. Students
learn not only how to develop construction estimates and schedules,
but also, globalization issues, methods to work on multicultural
teams, negotiation techniques, and methods to improve international
collaboration enhanced by the use of Information Technology.
Students work in international teams to collaborate from remote
locations (USA, Turkey, Brazil, and Israel) via the Internet taking
maximum advantage of information technology. Students also report
on lessons learned on working with different cultures.
2005-2009Carnegie Mellon University Pittsburgh, PA
12-741: Data Management Teacher
? This is a class where the students are introduced to the basics of
databases and database management systems as applied to
engineering problems in general and civil engineering problems in
specific and to data mining concepts and techniques and knowledge
discovery in databases principles applied to engineering
problems/data in general and civil engineering problems/data in
specific. Students learn how to extract patterns representing
knowledge implicitly stored in large civil engineering databases or
other massive information repositories. The course lectures
emphasizes on issues relating to the feasibility, usefulness,
efficiency and scalability of techniques for the discovery of patterns
hidden in engineering databases.
2006Carnegie Mellon University Pittsburgh, PA
12-705: Advanced Techniques for Project Management Teacher
? This class is intended to provide a sampling of advanced
techniques, concepts and research topics in project management.
The course focus is a systems view of construction and its
interactions with related activities. The course is taught as a tutorial,
with presentations by speakers and discussion classes led by
students. Students have to research one or two topics of their
choice, and give presentations and do a final presentation and a
report. This format has the objective of enhancing the participants
ability to research, organize, and communicate advanced material.
2006 - 2008Carnegie Mellon University Pittsburgh, PA
12-744: AIS Systems Project Preparation Course Teacher
? The intent of this course is (1) to prepare students for the project
course 12-745 by exposing them to the following topics: technical
communication; team-based problem solving, negotiation, and
collaboration support technologies; individual and team ethics;
library skills; readings/discussions relevant to the domain of project
topic intended for 12-745 and (2) to design, estimate, plan, and
specify the project that will be executed during the project course
12-745.
2006 - 2010Carnegie Mellon University Pittsburgh, PA
12-745: AIS Systems Project Course Teacher
? The iAdvanced Infrastructure Systems (AIS) program has been
designed to equip civil engineering students with the skill-set
required to approach conventional problems from nontraditional
approaches. The focus of the program is on teaching principles of
computer science and information technology to allow engineers to
efficiently acquire appropriate data and analyze the data to reveal
trends and yield knowledge. The AIS Project Course serves as an
appropriate culmination of this pedagogical philosophy. A real-
world, industry driven problem is provided to students and the
requirements are broadly defined. In the first semester of the
academic year, students analyze the problem and determine the
scope of the project. The design and implementation of the solution
is then performed in the second semester of the academic year.
The goal of the course is to allow students to practically utilize the
skills they have acquired from the instructional courses in the AIS
program.
2005Carnegie Mellon University Pittsburgh, PA
12-271: Introduction to Computer Applications in Civil & Environmental
Engineering Teacher
? This class is an introduction to the use of computer-based
applications in civil engineering, using generic tools such as spread-
sheets, equation solvers and computer graphics. Discussion of the
role of computer-based methods in civil engineering practice.
2005Carnegie Mellon University Pittsburgh, PA
12-742/48-742: Database Concepts in CAE Teacher
? This is a class where students are introduced to databases and
database management systems for Computer Aided Engineering
(CAE). Topics include: the relational and object-oriented models;
engineering data modeling issues; and the design of engineering
data bases. Each student develops a prototype database application
of his or her choice.
2005Carnegie Mellon University Pittsburgh, PA
12-738 Advanced Data Management & Analysis Teacher
? This is a class where students are introduced to concepts and
techniques of data mining learning how to automate the extraction of
patterns that represent the knowledge implicitly stored in large
databases, data warehouses, and other massive information
repositories. The class is a comprehensive introduction to Computer
Aided Engineering (CAE) data mining applications.
2001- 2004University of Illinois at Urbana/Champaign Urbana, IL
CEE498CDP Collaborative Design Processes Teacher
? This is a capstone design class where students learn methods of
collaborative design in the AEC industry enhanced by the use o
information technology. Students work in multi-disciplinary teams to
collaborate from remote locations (UIUC-Urbana and UF-
Gainesville) via the Internet on the design of a facility. Team
members from structural engineering, architecture and construction
management generate designs while experimenting with different
work practices to take maximum advantage of information
technology using commercially available software. Students also
develop process designs for the integration of technology into the
work of multi-disciplinary design teams.
2000- 2004University of Illinois at Urbana/Champaign Urbana, IL
CEE495 Civil and Environmental Engineering Seminar Construction
Management Teacher
? This class is a research seminar class with guest speakers and
graduate students presentations.
1999- 2004University of Illinois at Urbana/Champaign Urbana, IL
CEE498AID Artificial Intelligence in Design Teacher
? This class is an introduction to the design theory and to Artificial
Intelligence applications in design. It introduces AI, Distributed AI,
Machine Learning, Neural Networks, Decision Tress, Case Based
Reasoning, Genetic Algorithms, and Data Mining
19982003University of Illinois at Urbana/Champaign Urbana, IL
CEE318 Construction Cost Analysis and Estimates Teacher
? This class is an introduction to the application of scientific principles
to costs and estimates of costs in construction engineering;
concepts and statistical measurements of the factors involved in
direct costs, general overhead costs, cost markups and profits; and
the fundamentals of cost recording for construction cost accounts
and cost controls.
2001-2003 Universidade Federal do Rio Grande do Sul POA, Brazil
New Information Technology Support for Construction Management
Teacher
? This class is a graduate one week 15 hours course offered once a
year. It presents new information technology tools developed and
being developed to support construction management. It introduces
modeling, 4DCAD, data acquisition, sensors, laser scanners,
wireless computing, data mining, knowledge generation, and
simulation.
1996 - 1998Massachusetts Institute of Technology Cambridge, MA
1.432J Project Control - Teacher Assistant
? Lectured recitations for a graduate level project control course. This
class looks at project control as the art and science of directing and
coordinating human, equipment, material and financial resources
through the life of a project, using modern management techniques and
information technology systems to achieve predetermined objectives of
scope, quality, budget, and schedule within the context of the natural,
social and political environment in which the project is being developed.
Supervised several group design projects, created the course package,
and created and graded the problem sets
1994 - 1995Massachusetts Institute of Technology Cambridge, MA
1.12 Computer Models of Physical and Engineering Systems - Teacher
Assistant
? Lectured recitations for a undergraduate level modeling and
programming course. This class adopted a top-down approach to study
modeling: from conceptualization of the overall model to implementation
of the model in C++. Supervised several group design projects, created
the course package, and created and graded the problem sets
January, 1996 Massachusetts Institute of Technology Cambridge, MA
Instructor of the IAP Course Introduction to C++
July-August, 1995Escuela Politecnica del Ejercito Quito,
Ecuador
Teacher of the Course Strategic Planning for Construction Companies
July-August, 1994Universidade Federal do RGS Porto Alegre, Brazil
Teacher of the Course Strategic Planning in Construction
Sao Paulo, Brazil
Consultant1991 - 1993L.Soibelman Engenharia e Fundacoes Porto Alegre, Brazil
Owner and President1992 - 1993Condominio Edificio Guapore Porto Alegre, Brazil
Project Manager1986 - 1991Sigma Ensaios Tecnologicos Porto Alegre, Brazil
Chief Technology Officer1985 - 1986Condomino Edificio Minerva Porto Alegre, Brazil
Project Manager1983 - 1985Chao e Teto Colocadora de Revestim. Porto Alegre, Brazil
Owner and President1981 - 1993Mosaico Empreeendimentos Imob. Porto Alegre, Brazil
Trainee1980 - 1981Estaqueamento Gaucho Ltda. Porto Alegre, Brazil
Trainee
Processes: A Classroom Based Study Serving as a Laboratory for
Studying A/E/C Distributed Design Invitational Workshop on the Role
of Empirical Studies in Understanding and Supporting Engineering
Design, 4-5 April, 2002, NIST, Gaithersburg, MD.
Soibelman, L. and Caldas, C., Modeling Information Flows In
Construction Inter-Organizational Processes Special Conference on
Fully Integrated and Automated Project Processes in Civil Engineering
23-25 January 2002 - Blacksburg, VA.
Soibelman, L and Kim, H., A KDD Framework for Construction
Databases Special Conference on Fully Integrated and Automated
Project Processes in Civil Engineering, 23-25 January 2002 -
Blacksburg, VA.
Caldas, C, and Soibelman, L., Avaliacao da Logistica de Informacao
em Processos Inter-Organizacionais na Construcao Civil II Simposio
Brasileiro de Gestao da Qualidade e Organizacao do Trabalho no
Ambiente Construido 4a6 de setembro de 2001. Fortaleza, CE
Brasil.
Soibelman, L and Kim, H., KDD Process Framework for Construction
Knowledge Generation, Innovation in AEC Industry, 18-20 July 2001
Loughborough, UK.
Soibelman, L., and Kim, H., Generating Construction Knowledge with
th
Knowledge Discovery in Databases The 8 International Conference on
Computing in Civil and Building Engineering (VIII-ICCCBE) August
2000, Stanford, CA.
Soibelman, L, and Caldas, C., Information Logistics for Construction Design
th
Team Collaboration, The 8 International Conference on Computing in Civil
and Building Engineering (VIII-ICCCBE) August, 2000, Stanford, CA
Soibelman, L, and Kim, H., Generating Knowledge from Large
Construction Databases, International Group for Lean Construction
Eighth Annual Conference (IGLC-8), July 2000, Birmingham, UK.
Soibelman, L, and Caldas, C., Information Logistics Approach for
Construction Inter-organizational Information Systems, Construction
Information Technology 2000, CIB W78, IABSE, WC6, EG SEA AI, June
2000, Reykjavik, Iceland
Soibelman, L, and Caldas, C., Extranets Applications for Project
Management: The North American Example, Antac-2000 May, 2000,
Salvador, Brazil1999
Soibelman, L. Construction Knowledge Generation and Dissemination",
Berkeley-Stanford CE&M Workshop: Defining a Research Agenda for
AEC Process/Product Development in 2000 and Beyond, Stanford,
Andrew: Large-Scale Campus-Wide Sensing . CMU Internal Technical
Report, 2008
Operations in Illinois . (Final Report). Project VD-H1, FY 00/01, Illinois
Transportation Research Center, Illinois Department of Transportation,
August 2003.
El-Rayes, K. Liu, L., Soibelman, L., and Hyari, K. Recommendations for
Lighting Arrangements: Evaluation of Lighting for Highway Construction
th
Operations in Illinois . (4 Interim Report). Project VD-H1, FY 00/01,
Illinois Transportation Research Center, Illinois Department of
Transportation, April 2003.
El-Rayes, K. Liu, L., Soibelman, L., and Hyari, K. Development of
rd
Design Criteria for Nighttime Construction Lighting . (3 Interim Report).
Project VD-H1, FY 00/01, Illinois Transportation Research Center,
Illinois Department of Transportation, November 2002.
El-Rayes, K. Liu, L., Soibelman, L., and Hyari, K. Survey Results:
Nighttime Construction: Evaluation of Lighting for Highway Construction
nd
Operations in Illinois . (2 Interim Report). Project VD-H1, FY 00/01,
Illinois Transportation Research Center, Illinois Department of
Transportation, June 2002
El-Rayes, K. Liu, L., Soibelman, L., and Hyari, K. Literature Review:
Nighttime Construction: Evaluation of Lighting for Highway Construction
st
Operations in Illinois . (1 Interim Report). Project VD-H1, FY 00/01,
Illinois Transportation Research Center, Illinois Department of
Transportation, December 2001.
Soibelman, L. et. all., A Model to Improve Quality Management in Small
Construction Companies, University Press - Universidade Federal do
Rio Grande do Sul, Porto Alegre, Brazil, May, 1993.
Soibelman, L, Formoso, C.T. and Franchi, C., Material Loss on
Construction Sites, University Press - Universidade Federal do Rio
Grande do Sul, Porto Alegre, Brazil, May, 1993.
Soibelman, L., Scomazon, B. and Silva, N., Methods for Profitability
Analysis of Housing Construction Projects, University Press
Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil, June
1987.
Soibelman, L., Scomazon, B. and Silva, N., Planning, Programming and
Controlling - The Line of Balance Methodology, University Press -
Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil,
December 1985.
Editorials
Guest Speaker
Hong Kong Polytechnic University, Advanced Infrastructure
Systems, November 20, 2009, Hong Kong, China.
No Dig Conference: Trenchless Technologies in Asia Pacific
Hong Kong 2009 Keynote Speaker Advanced Pipeline
Systems Inspection and Monitoring Developments, November
19, 2009, Hong Kong, China.
th
8 International Conference on Construction Applications of
Virtual Reality - Keynote Speaker Data Management,
Visualization, and Knowledge Discovery for Advanced
Infrastructure Systems, October, 20, 2008, Kuala Lumpur,
Malaysia
nd
2 National ASBEA Conference Sao Paulo Brazil - Keynote
Speaker Building Information Modeling, October 10, 2008, Sao Paulo
Brazil
Machine Learning/Google Seminar, Carnegie Mellon University, Data
Management and Knowledge Discovery for Advanced Infrastructure
Systems, Jan 28, 2008, Pittsburgh, PA
University College Cork, Ireland, Information Technology in Architecture,
engineering, and Construction Workshop, Sensor Data-Driven
Management of Infrastructure Systems, September 7, 2007, Cork,
Ireland.
3 Encontro de Tecnologia de Informacao e Comunicacao na Construcao
Civil, BIM Presente e Futuro, Keynote Speaker, July 11, 2007, Porto
Alegre, RS, Brazil.
Arup, Beyond BIM, the future of Advanced Building information
Models, March 27, 2007, New York, NY
ASCE Northern New Jersey Chapter, From BIM to Proactive Project
Control, March 27, 2007, Newark, NJ.
th
85 TRB Annual Meeting, Data Stewardship Meeting the Challenges
of Enterprise Data Management Workshop, Advanced Construction
Data Management and Knowledge Discovery, January 22, 2006,
Washington, DC
National Central University, Institute for Construction Engineering and
Management, Advanced Construction Data Management and
Knowledge Discovery October 20, 2005, Jung-li City, Taoyuan, Taiwan
National Taiwan University of Science and Technology, Department of
Construction Engineering, Advanced Construction Data Management
and Knowledge Discovery, October 21, 2005, Taipei, Taiwan
National Taiwan University, Department of Civil Engineering, Division of
Construction Engineering and Management, Advanced Construction
Data Management and Knowledge Discovery, October 21, 2005,
Taipei, Taiwan
National Chiao Tung University, Advanced Construction Data
Management and Knowledge Discovery, October 20, 2005, Hsinchu,
Taiwan.
CERIK Construction & Economy Research Institute of Korea,
Advanced Construction Data Management and Knowledge Discovery,
October 19, 2005, Seoul, Korea.
University of Seoul, School, of Architecture and Architectural
Engineering, Advanced Construction Data Management and
Knowledge Discovery, October 18, 2005, Seoul, Korea.
The Contractor and Construction Manager Issues International
Superconference, Invited Speaker, Beyond 4DCAD Advanced
Construction Data Management to Support Proactive Project Control
and Knowledge Discovery May 20, 2005, London, UK.
TIC2005, Universidade de Sao Paulo (USP), Keynote Speaker,
Advanced Construction Data Management to Support Proactive Project
Control, April 8, 2005, Sao Paulo, SP, Brazil
University of Rio Grande do Sul, Norie, Advanced Data Management
for Construction Management Porto Alegre, RS, December, 2004
University of Sao Paulo, USP, SP, KDD, Text Mining, and Image
Reasoning Research at the CKDD Group, Brazil, July 2003
Centro de Tecnologia de Edificacoes - CTE, SP Brazil, New IT
support for construction management, July 2003
IABSE Working Commission 6, Antwerp, Belgium Data Mining
Applications in Civil Engineering, August 2003
University of Texas Austin Civil Engineering Department UIUC
Construction Management Program and the CKDD Group, February
28, 2003
University of California at Berkeley, Civil and Environmental Engineering
Department The CKDD Group at UIUC, Research and
Developments, February 24, 2003
Stanford University, Civil and Environmental Engineering Department
The CKDD Group at UIUC, Research and Developments, February 21,
2003
Key speaker for the Seminario Tecnologia da Informacao e
Comunicacao na Construcao Civil Programa Construbusiness do
Estado do Parana Curitiba PR Brazil November 28, 2002.
UIUC Graduate School of Library and Information Science, Automated
Classification and Integration of Text-Based Information in
Construction, March 6, 2002
Key speaker for the II Simposio Brasileiro de Gestao da Qualidade e
Organizacao do Trabalho no Ambiente Construido and Sinduscon CE
- Fortaleza, CE Brazil A/EC Industry and New Information
Technollogy Trends, September 4 and 6, 2001.
Sinduscon SP Brazil
A/EC Industry and New Information Technollogy Trends, August 8
2001
.
Sinduscon PR and Universidad