CEIT'AUT'AC'IRISLAB

1
CEIT.AUT.AC.IR/ISLAB
ISLAB Trend
2
Research Issues

• Agents (Multi-Agent Systems)
• Ontology
• Knowledge Management
• Data Management
• Software Engineering

3
Research Issues

• Multi-agent systems
• Agent-based Software Engineering
• Automated Negotiation
• Ontology Learning
• Flexible Inference Engine
• Knowledge Validation and Verification
• Search Engines and Focused Crawlers
• Data Mining
• Data Warehousing
• Active Database systems
• Scheduling Active Rules in Active Database
  Systems
• Geographical Data Warehousing
• Web Mining
• Semantic Web Mining
• Text Mining
• Software Architecture
• Natural Language Processing

4

Software Engineering

• p. Jaferian, A. Abdollahzadeh, "AES-AKU A
  Framework for Comparing and Selecting Software
  Architecture Evaluation Methods," 11th
  International CSI Computer Conference, Jan 2006,
  Tehran, Iran
• V. Hakami, A. Abdollahzadeh, "Product-Focused
  Process Elicitation for Mobile Application
  SystemsA Wireless News Browser Case," The 9th
  IASTED International Conference on Software
  Engineering and Applications, Nov 2005, Phoenix,
  USA.
• Sh. Vafadar, A. Abdollahzadeh Barforoush, A
  Framework for Dynamic Planner Agents in Unknown
  Environment, 10 Annual Computer Society of
    Iran Computer Conference (CSICC'2005), Feb
  15-17, 2005, Tehran, Iran
• Sh. Vafadar, A. Abdollahzadeh, "Ex-MaSE An
  Extended Methodology for Analysis and Design of
  Agent-based Systems", In proceedings of 9th
  Annual Computer Society of    Iran Computer
  Conference (CSICC'2004), Tehran, Iran, February
  2004.
• B. Moradi shokro, A. Abdollahzadeh, S. Katebi, "A
  suitable approach for selecting a practical
  methodology in system analysis", CIS 2003,
  Mashad, 2003.
• A. Abdollahzadeh, A. Tohidi, B. Moradi shokro,
  "MAS-UML A language for Modeling MAS", CIS 2003,
  Mashad, 2003.
• A. Abdollahzadeh, S. Vafadar, "Ex-MaSE An
  Extended and Expressive Multiagent System
  Engineeing", Arab Conference on Information
  Technology (ACIT2003), Egypt-Alexandria, 2003.
• R. Nasiri, A. Abdollahzadeh, A. Moeini, A New
  Approach Towards Mature Software Models through
  Business to Software Unified Process (BSUP),
  IKE03, Jun 23-26, 2003, Las Vegas, Nevada, USA
• S. Vafadar, A. Abdollahzadeh, M.R. A. Shirazi,
  "Bridging the Gaps in the MaSE Methodology", ATS
  2003, University of calagury, 2003.
• S. Vafadar, Ahmad Abdollahzadeh, M.R. A. Shirazi,
  A. "Improving the MaSE Methodology A case
  study", 8th Annual Computer Society of Iran
  Computer Conference, Mashad, Iran, 2003.
• R. Nasiri, A. Abdollahzadeh, A. Moeini, A New
  Approach Towards Procurement of Software Models
  Via Distributed Business, Journal of
  SuperComputer, USA, Sep 2004
• A. Abdollahzadeh, Sh Vafadar, Towards a More
  Expressive and Refinable Multiagent System
  Engineering, Journal of Lecture Notes in
  Computer Science, Germany, 2004.
• (12 Conference Papers)
• (2 Journal Papers)

5

Web Mining

• Zh. Safikhani, A. Abdollahzadeh, "Design of 
  SPAM A Tool for Mining in World Wide Web," 11th
  International CSI Computer Conference, Jan 2006,
  Tehran, Iran.
• A. Abdollahzadeh, Gh. Kheradmandian, " Conceptual
  Classification of Web Pages Using  Context
  Information and Links Between Web Pages," 11th
  International CSI Computer Conference, Jan 2006,
  Tehran, Iran
• H.R. Mottahari Nezhad, A. Abdollahzadeh, "Using
  Support Vector Machines Classifier to Improve
  Performance of  Reinforcement Learning based Web
  Crawlers", In proceedings of 9th Annual Computer
  Society of Iran Computer Conference
  (CSICC'2004),Tehran, Iran, February 2004.
• A. Abdollahzadeh, H.R. Motaharynezhad, "The
  comparison of Support Vector Machines Classifer
  and Na?e Bayes Classifer in Reinforcement
  Learning Based Crawlers", Arab Conference on
  Information Technology (ACIT2003),
  Egypt-Alexandria 2003.
• H.R. Motaharynezhad, A. Abdollahzadeh, "Expanding
  Reinforcement learning approaches in efficient
  crawling of the Web", The 7th world Multi
  Conference on Cybernetics Systematics and
  informatics, Florida, USA, 2003.
• H.R. Motaharynezhad, A. Abdollahzadeh, "A New
  Approach to Expand Users Query in Doman Specific
  Search Engines", 8th Annual International CSI
  (CSICC2003), Ferdowsi University of Mashhad,
  Iran, 2003.
• A. Abdollahzadeh, H.R. Motaharynezhad, "A
  Case-based Reasening Framework for Domain
  Specific Search Engines", ACIT 2002, the first
  Arab Conference on Information Technology, Dec
  16-19, 2002, Doha- Qatar
• H. Motahari Nezhad, A. Abdollahzadeh,
  Centralized Search Engine New Approach for
  Search Engines with Specific Domain, In
  proceeding of the student  Computer
  Conference,Dec 2002, Mashhad, Iran.
• A. Abdollahzadeh, H.R. Motaharynezhad,"A New
  Approach to Information Retrieval based on
  Case-based Reasoning and concept hierarchy in
  cora", Data Mining 2002, Third International
  Conference on Data Mining Methods for Engineering
  and Finance and other fields, Sep 25-27, 2002, 
  Bologna-Italy
• A. Abdollahzadeh, D. Perlis, H.R. Motaharynezhad,
  M.O. Anderson, "ALII An Information Integration
  Enuironment based on Active Logic Framework", MIS
  2002 Third Int. Conference on Management
  Information Systems, Apr 24-26, 2002, Halkidiki,
  Greece.
• A. Abdollahzadeh, H.R. Motahari Nezhad, A Case
  Based Reasoning Approaches to Domain Specific
  Search Engines, Int. Journal of Applied Science
  and Technology, USA, Aug 2003.
• A. Abdollahzadeh, H.R. Motaharynezhad, "AKU
  Search Engine An Architecture for Focused
  Crawling Search Engines", Journal of Amirkabir
  University, Tehran, Iran, 2003.
• (10 Conference Papers)
• (2 Journal Papers)

6
Data Management

• A. Rasoulzadegan, R. Alesheikh, A. Abdollahzadeh,
  "A new approach for Event Triggering Probability
  Estimation in Active Database Systems to improve
  Rule Scheduling," 11th International CSI Computer
  Conference, Jan 2006, Tehran, Iran.
• M. Sargolzaei, A. Abdollahzade, "Design of 
  Structural Data Cube for Geographical Data
  warehouse Implementation," Student Conference in
  Computer Engineering JDIOC, June 2005, Tehran,
  Iran.
• M. Sargolzaei, A. Abdollahzade, "Implementation
  of Conceptual Multidimention Model to Support
  Spatial Analysis," Student Conference in Computer
  Engineering JDIOC, June 2005, Tehran, Iran.
• Rohollah Alesheykh, A. Abdollahzadeh, "Evaluation
  and Comparison of Rule Scheduling Approaches in
  Active Database Systems", In Proceedings of the
  2nd IASTED international Multi-Conference on
  Automation, Control, and Information Technology
  (ACIT05), June 20-24, 2005, Novosibrisk, Russia
• H. Heidarian Shahri, A. Abdollahzadeh Barforoush,
  A New Cleansing Method for Data Warehouse
  Creation, 10 Annual Computer Society of   Iran
  Computer Conference (CSICC'2005), Feb 15-17 2005,
  Tehran, Iran
• M.R. Rahaimehr, A. Abdollahzadeh Barforoush,
  Solving the Problems of Deadlock in Transactions
  Using Fuzzy Techniques   , 10 Annual Computer
  Society of   Iran Computer Conference
  (CSICC'2005), Feb 15-17, 2005, Tehran, Iran.
• R. Alesheikh, A. Abdollahzadeh Barforoush, An
  Effective Rule Selection Approach for Rule
  Scheduling in Active Database Systems, 10 Annual
  Computer Society of   Iran Computer Conference
  (CSICC'2005), Feb 15-17, 2005, Tehran, Iran.
• R. Alesheikh, A. Abdollahzadeh Barforoush,
  Evaluation Methodology for rule scheduling in
  Active Database Systems, International
  Conference on Computational Intelligence
  (ICCI2004), Dec 17-19, 2004, Istanbul- Turkey
• N. Daneshpour, A. Abdollahzadeh Barforoush, A
  New Approch Toward Refreshing Data warehouse, ,
  International Conference on Computational
  Intelligence (ICCI2004), Dec 17-19, 2004,
  Istanbul- Turkey.
• H. Haidarin Shahri , A. Abdolahzdeh, The Effect
  of Membership Function Shape in Approximate
  Duplicate Elimination, ICCTA 2004, Sep 28-30,
  2004, Egypt.
• H. Haidarian Shahri , A. Abdolahzdeh, A Flexible
  Fuzzy Expert System for Fuzzy Duplicate
  Elimination in Data Cleaning, DEXA 2004, Aug 30,
  2004, Spain.
• H. Heidarian Shiri, A. Abdollahzadeh, Data
  Mining for Removing Fuzzy Duplicates Using Fuzzy
  Inference, NAFIPS 2004, Jun 23-30, 2004, Banff,
  Alberta, Canada.
• N. Daneshpour, Ahmad Abdollahzadeh, M.R. A.
  Shirazi, A. "A New approach for updating Data
  Warehouse", 8th Annual Computer Society of Iran
  Computer Conference, Mashad, Iran, 2003
• A. Abdollahzadeh, H. Heidarian Shahri, A
  Flexible Fuzzy Expert System for Fuzzy Duplicate
  Elimination in Data Cleaning,  Journal of
  Lecture Notes in Computer Science, Germany, 2004
• A. Abdollahzadeh, N. Hajiheidari, " Study of
  Problems of Information Systems Strategic
  Scheduling in Iran in Experts point of view,"
  Journal of Management Knowledge, Iran
• (13 Conference Papers)

7
Knowledge Management

• P. Jaferian, A. Abdollahzadeh, "AES-AKU A
  Framework for Comparing and Selecting Software
  Architecture Evaluation Methods," 11th
  International CSI Computer Conference, Jan 2006,
  Tehran, Iran
• A. Abdollahzadeh, F. Dadras, "Knowledge
  Representation A New Approach in Architecture of
  Information Systems," 8th Conference of 
  Librarians of Management and Planning
  Organization, Dec 2005, Isfahan, Iran.
• A. Abdollahzadeh Barforoush, Mirzababai, A New
  Intelligent Operating System Design,
  International Conference on Computational
  Intelligence (ICCI2004), Dec 17-19, 2004,
  Istanbul- Turkey
• A. Abdollahzadeh, Mirzababai, A New Design for
  Inter-Process Communications in the Intelligent
  Operating Systems, ICT2004, Nov 18-19, 2004,
  Thailand, assumption university.
• H. Haidarin Shahri , A. Abdolahzdeh, The Effect
  of Membership Function Shape in Approximate
  Duplicate Elimination, ICCTA 2004, Sep 28-30,
  2004, Egypt.
• A. Abdollahzadeh Barfouroush, Ch. Dadkhah,
  OAV-VVT Expert,An active system for Verification
  and Validation of Knowledge Base Based on Ex-OAV
  KB, ICSE INCOSE 2004 CONFERENCE, Sep 15-18,
  2004, Las Vegas, Nevada, USA.
• H. Haidarian Shahri , A. Abdolahzdeh, A Flexible
  Fuzzy Expert System for Fuzzy Duplicate
  Elimination in Data Cleaning, DEXA 2004, Aug 30,
  2004, Spain.
• A. Abdollahzadeh, F. Dadras, "Meta-Lexicon A new
  approach in Knowledge Representation",CIS 2003,
  Mashad, 2003.
• M. Shamsfard, Ahmad Abdollahzadeh, "Extracting
  Conceptual Knowledge from text Using linguistic
  semantic Templates", 2nd International conference
  on conegtive science, tehran, Iran, 2003
• A. Abdollahzadeh, H.R. Motaharynezhad, "A
  Case-based Reasening Framework for Domain
  Specific Search Engines", ACIT 2002, the first
  Arab Conference on Information Technology, Dec
  16-19, 2002, Doha- Qatar
• M. Shokri, A. Abdollahzadeh, Knowledge
  Engineering Methods and Learning Systems for
  Designing Text Mining Systems,4th Student
  Conference of Computer Society of Iran , Sep 3-5,
  2002, Najafabad, Iran.
• A. Abdollahzadeh, S. Matloubi, MSA- The
  Multimedia Training Structure, 5th Iranian
  Mathematics Education Conference, Jan 27-29,
  2001, Mashhad, Iran
• A. Abdollahzadeh, R. Asgarabadi, Adhoc User
  Interface for Information Systems, In Proceeding
  of 6th Annual Conference, 2000
• S. Pourazin, A. abdollahzadeh, FLEng, the
  Flexible Inference Engine, 18th IASTED
  International Conference in Applied Information,
  AI2000, Innsbruck, Austria, 2000.

8
Knowledge Management

• Ch. Dadkhah, A. Abdollahzadeh,  Input Knowledge
  Representation In Decision Support Systems ,5th
  Annual International CSI Computer
  Conference(CSICC2000), Mar 7-9, 2000 ,Shahid
  Beheshti University Tehran, Iran.
• A. Abdollahzadeh, Sh. Pourazin, M. Shamsfar, A
  Design for Knowledge Partitioning Introduction
  an Intermediate Reflective Model, In proceedings
  of 4th Annual International CSI (Computer society
  of Iran) Computer Conference (CSICC98), Jan
  26-28, 1999, Tehran, Iran.
• S.M. Mirzababaei, A. Abdollahzadeh, "A Novel
  Design for the Intelligent Operating System,"
  International Journal of Computational
  Intelligence-IJCI, 2004.
• Sh. Purazin, A.Abdollahzadeh, "Going Meta Back
  to the Expectations", Scientific Journal of
  Science and Computer Eng, Iran
• Sh. Purazin, A. Abdollahzadeh, Concurrent
  Metareasoning, Journal of SuperComputer, vol.
  34, pp.1-14, 2005
• A.Abdollahzadeh, Ch. Dadkhah, "QAV-VVT expert, an
  active System for Verification and Validation of
  Knowledge Base Using QAV Knowledge
  Representation," Scientific Journal of Science
  and Computer Eng, Iran, 2004.
• A. Abdollahzadeh, M. Shami, "Presenting needed
  infrastructure testbeds for IT Communication",
  Management Knowledge Magazine, Iran, 2001.
• M. shamsfard, A. Abdollahzadeh, "Mining
  Conceptual Knowledge from Brain Using Lingual and
  Semantic Patterns," Advances in Cognitive
  Science, Iran, 1(4) 2001.
• A. Abdollahzadeh, S. Pourazin, M. Shamsfard,
  "Relation between inference syntax and Knowledge
  Representation", Journal Amirkabir University,
  Tehran, Iran, 2000.
• (16 Conference Papers)
• (7 Journal Papers)

9
Agents -1

• M. Maleki, S. Soltani, L. Jalali, A.
  Abdolahzadeh, "Dynamic Strategies in Architecture
  of SiMiLa Trading Agent," 11th International CSI
  Computer Conference, Jan 2006, Tehran, Iran.
• A.A. Jamshidifar, A. Afshar, A. Abdollahzadeh,
  "Agent-Based Modeling and Optimization of Gas
  Transmission Network," 11th IEEE International
  Conference on Methods in Automation and Robotics,
  Aug-Sep 2005, Miedzyzdroje, Poland
• Mirzababaei, A Abdollahzadeh, A Multiagent
  System As An Intelligent Operating System, The
  2005 International Conference on Parallel and
  Distributed Processing Techniques and Application
  (PDPTA5), June 27-30, 2005, Las Vegas, Nevada,
  USA
• A.abdollahzadeh, Mirzababai, A Multiagent System
  for the Resource Management, Automation, Control
  and Applications  (ACI ACA 2005), June 20-24,
  2005, Novosibirsk, Russia
• Sh. Vafadar, A. Abdollahzadeh Barforoush, A
  Framework for Dynamic Planner Agents in Unknown
  Environment, 10 Annual Computer Society of
    Iran Computer Conference (CSICC'2005), Feb
  15-17, 2005, Tehran, Iran
• A. abdollahzadeh Barforoush, M.R. Ayatollahzadeh
  Shirazi, Formulating Flexibility in Automated
  Negotiation Systems, International Conference on
  Computational Intelligence (ICCI2004), Dec
  17-19, 2004, Istanbul- Turkey
• Abdollahzadeh Barfouroush, A., Ayatollahzadeh
  Shirazi, M. R., A New Perspective on
  Agent-Oriented Software Engineering, In
  Proceedings of 5th International Symposium on
  Intelligent Automation and Control (ISIAC 2004),
  World Automation Congress (WAC), July 2004,
  Seville,Spain,.
• S. Ghanbari, A. Abdollahzadeh, "Load Balancing in
  Peer-to-Peer Computing based on a Society of
  Autonomous Agents", Poster Paper, In proceedings
  of 9th Annual Computer Society of Iran Computer
  Conference (CSICC'2004), Tehran, Iran, February
  2004.
• H. Haydarian Shahri, A. Abdollahzadeh, "Agent
  Architecture and Cooperation Protocol for an
  Episodic and Inaccessible Environment", Poster
  Paper, In proceedings of 9th Annual Computer
  Society of Iran Computer Conference
  (CSICC'2004),Tehran, Iran, February 2004.
• R. Alesheykh, A. Abdollahzadeh, "Design and
  Evaluation of an Extendible Architecture for
  Javelin based on Negotiating Agents",In
  proceedings of 9th Annual Computer Society of 
  Iran Computer Conference (CSICC'2004, Tehran,
  Iran, February 2004.
• Sh. Vafadar, A. Abdollahzadeh, "Ex-MaSE An
  Extended Methodology for Analysis and Design of
  Agent-based Systems", In proceedings of 9th
  Annual Computer Society of    Iran Computer
  Conference (CSICC'2004), Tehran, Iran, February
  2004.
• A. Abdollahzadeh, A. Tohidi, B. Moradi shokro,
  "MAS-UML A language for Modeling MAS", CIS 2003,
  Mashad, 2003.
• A. Abdollahzadeh, A. Ghadamiari, "Designing and
  Validation of a multi-parameter Negotition
  Algorithm in E-Commerce multi agent system", IKT
  2003, Tehran, Iran.
• A. Abdollahzadeh, S. Vafadar, "Ex-MaSE An
  Extended and Expressive Multiagent System
  Engineeing", Arab Conference on Information
  Technology (ACIT2003), Egypt-Alexandria, 2003.
• A. Abdollahzadeh, M.R. A. Shirazi, "Tool
  Assessment for Agent-based Development", Arab
  Conference on Information Technology (ACIT2003),
  Egypt-Alexandria, 2003.
• Vafadar, S.,  A. Abdollahzadeh Barfoufoush,
  Ayatollahzadeh Shirazi, Mohammad Reza Towards a
  more Expressive and Refinable Multiagent Software
  Engineering Methodology, In  P. Giorgini, B.
  Henderson-Sellers, and M. Winikoff (Eds.) 
  Agent-Oriented Information Systems - Lecture
  Notes in AI (LNAI 3030), 5th International
  bi-conference workshop on Agent-Oriented
  Information Systems (AOIS 2003), Springer-Verlag,
  July 2003, Melbourne, Australia, Chicago October
  2003

10
Agents -2

•  M.R. A. Shirazi, A. Abdollahzadeh, "Dicision
  Criteria for Tool Selection in Agent-based
  Development", 8th Annual International CSI
  (CSICC2003), Ferdowsi University of Mashhad,
  Iran, 2003.
• M.R. A. Shirazi, A. Abdollahzadeh, "Agent-based
  Software Engineering as a Layered Technology",
  Proceedings of Agents for Information Management
  Workshop (AIM 2002), EurAsia-ICT 2002 AIM
  Workshop Shiraz, Iran, 2002.
• A. Abdollahzadeh, Sh Vafadar, Towards a More
  Expressive and Refinable Multiagent System
  Engineering, Journal of Lecture Notes in
  Computer Science, Germany, 2004
• (18 Conference Papers)
• (1 Journal Papers)

11
Ontology

• A. Abdollahzadeh, Gh. Kheradmandian, " A Query
  Process System Based on Ontology for Question
  answering," 11th International CSI Computer
  Conference, Jan 2006, Tehran, Iran.
• M. Shamsfard , A. Abdollahzadeh, "A Framework for
  Comparison and Evaluation of Learning  Ontology
  Systems", In proceedings of 9th Annual Computer
  Society of Iran Computer Conference
  (CSICC'2004),Tehran, Iran, February 2004.
• M. Shamsfard, Ahmad Abdollahzadeh, "Extracting
  Conceptual Knowledge from text Using linguistic
  semantic Templates", 2nd International conference
  on conegtive science, tehran, Iran, 2003
• M. Shamsfard, Ahmad Abdollahzadeh,"Creating
  Onthology from Natural languages texts", 8th
  Annual Computer Society of Iran Computer
  Conference, Mashad, Iran, 2003
• M. Shamsfard, A. Abdollahzadeh, "An Introduction
  to Hasti An Ontology Learning System",
  International Conference on Artificial
  Intelligence and Soft Computing (ASC-2), Jul
  17-19, 2002, Banff-Canada.
• M. Shamsfar, A. abdollahzadeh, A Basis for
  Evolutionary Ontology Construction, 18th IASTED
  International Conference in Applied Information,
  AI2000, Innsbruck, Austria, 2000
• A. Abdollahzadeh, M. Shamsfard, "HASTI A Base
  for Evolutionary Ontology Construction to Natural
  Language Understanding" 9th Iranian Conference on
  Electrical Engineering 17-19 May 1999, Iran.
• M. Shamsfard, A.Abdollahzadeh, The State of the
  art in ontology learning A Framework to
  Compare, Knowledge Engineering Review Journal,
  UK, Aug 2004.
• M. Shamsfard, A. Abdollahzadeh, "Learning
  Ontologies from Natural language Texts", To apear
  in Int. Journal of Human- Computer Studies, UK
  ISI, Jan 2004.
• A. Abdollahzadeh, M. Shamsfard, "Computational
  Lexicon Centeral organization in NLP
  systems", Journal of Amirkabir University,
  Tehran, Iran, 2001
• M. shamsfard, A. Abdollahzadeh, "Mining
  Conceptual Knowledge from Brain Using Lingual and
  Semantic Patterns," Advances in Cognitive
  Science, Iran, 1(4) 2001.
• (7 Conference Papers)
• (4 Journal Papers)

12
Papers
Knowledge Management
ontology
Web Mining
Data Management
Software Engineering
Agents
13
Students

• Multi-agent systems (4Msc1Phd)
• Agent-based Software Engineering(1Msc1Phd)
• Automated Negotiation(1Phd)
• Ontology Learning(3Msc1Phd)
• Knowledge Validation and Verification(3Msc1Phd)
• Search Engines and Focused Crawlers(3Msc)
• Data Mining(4Msc1Phd)
• Data Warehousing(3Msc1Phd)
• Active Database systems(2Msc1Phd)
• Geographical Data Warehousing(1Msc)
• Web Mining(5Msc)
• Text Mining(2Msc)
• Software Architecture (3Msc1Phd)
• Natural Language Processing(2Msc)

14
Students
Knowledge Management
ontology
Web Mining
Data Management
Software Engineering
Agents