New! Finishing MS in Artificial Intelligence, Computer Engineering Department, SHARIF University of Technology, Tehran, Iran.
Thesis Title: "Learning User Need for Improve Search Result in Web"
Supervisor: Dr. Hassan Abolhassani
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Research Interests
· Information Retrieval
o Search Engines, Web Information Retrieval, Semantic Web Information Retrieval, Recommender Systems.
· Data Mining
o Web Mining, Dimension Reduction
· Machine Learning
o Learning Automata, Markov Decision Process, Multiagent Learning, Neural Networks
· Social Network Analysis
o Social Network Analysis, Link Analysis, Group Detection
· Natural Language Processing
o Computational Linguistics, Statistical Natural Language Processing
Publications
2008
o M. Hosseini and H.Abolhassani, "Clustering Search Engine Log for Query Recommendation", To appear in Proceedings of the 13th International CSI Computer Conference (CSICC 2008), Kish Island, Iran, March 2008.
2007
o M. Hosseini and H. Abolhassani, "Mining Search Engine Query Log for Evaluating Content and Structure of a Web Site". In Proceeding of IEEE/WIC/ACM International Conference on Web Intelligence (WI-07), pp. 235-241, Silicon Valley, USA, November 2007.
- M. Hosseini, and H. Abolhassani, "Hierarchical Co-Clustering for Web Queries and Selected URLs". In Proceeding of WISE 2007 International Conference on Web Information System Engineering, ,Nancy, France, December 2007.
o M. Hosseini , H. Abolhassani and M. Sayyadi. "Content Free Clustering for Search Engine Query Log". In Proceeding 3nd WSEAS International Conference on DATA MINING, Beijing, China, September 2007.
- M. Hosseini, Leila Sharif. "A Performance Comparison of Different Back Propagation Neural Networks in Inverse Kinematics." In Proceedings of the 12th International CSI Computer Conference (CSICC 2007), Tehran, Iran, February 2007.
Research Assistantships
- Mining AOL Search Engine Query Log
- Mahak: A Test Collection for Farsi Information Retrieval
- Focused Web Crawling Using Reinforcement Learning
- Solving Inverse Kinematics Problem In Robotic Manipulator Using Artificial Neural Networks
- A Local Search Engine For a Web Site
- Part of Speech Tagging for Persian language (Farsi)
Theses
- [MS] Learning User Need for Improve Search in Web; Under Supervision of Dr. Abolhassani (2007)[PDF(Farsi)][Presentation(Farsi)]
- [BS] Local Search Engine; Under Supervision of Dr. Dezfulian (2005)[Implemented As a Web Control Compatible with .NET 1.1]
MS Courses
- MS Thesis => 20/20
- Seminar (MS Thesis' Report) => 17.7/20
- Machine Learning => 17.8/20
- Fuzzy Systems => 17.6/20
- Artificial Neural Networks => 18.5/20
- Semantic Web => 15.5/20
- Robotic => 18.2/20
- Pattern Recognition => 16/20
- Natural Language Processing => 17.8/20
- Artificial Intelligence Planning => 12/20 [
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Work Experiences
- Xagross Information Technology; Tehran, Iran; 03/2001 - 03/2004; Position: Technical Manager, Designer and Developer
o R&D e-Consult: A web based System for R&D Centers of Ministry of Industries and Mines, Iran.
o Xagross e-Learning: A web based Learning System for R&D Centers of Ministry of Industries and Mines, Iran.
o Xagross e-Commerce: A web based Commerce System for R&D Centers of Ministry of Industries and Mines, Iran.
o Xagross e-Testing: A web based Educational System to prepare High School Students for National Entrance Exam, Iran.
- Iranian Offshore Oil Company(IOOC); Tehran, Iran; 3/2004 - 9/2006; Position: Technical Manager
o Distributed e-Learning System: Educational system for more than 6000 Staff distributed in four Operational Regions.
- IRANDOC(Iranian Information and Documentation Center), 10/2006 - 6/2007; Position: System Designer
- IranDoc Portal: Large Database of Iranian Students Thesis and Research Papers.
- E-Journal Portal: e-gateway to Iranian e-journal literature.
- Designing Intelligence FAQ: Mining Portal Log to Personalize FAQ.
Technical Skills
o Proficient in C#, VB.NET, ASP, ASP.NET, HTML, XHTML and CSS and fluent in C++, Java and Prolog
o Proficient in TEX, LATEX.
o Fluent in XML, XSLT, RDF and OWL.
o Proficient in design and implementation of databases using SQL Server and familiar with Transact SQL
o Proficient in Network programming, Web Application and Windows Application.
My Friends
Kyumars Sheykh Esmaili, Saeedeh Momtazi, Arash Ashari, Sadegh Aliakbary ,Mehdi Khayyamian
Links
- ACM Transactions on the Web (Journal)
- Foundations and Trends in Information Retrieval (Journal)
- ACM Transactions on Information Systems (Journal)
- Information Retrieval (Journal)
- IEEE Computer Society Conference Calendar
- ACM Events and Conferences
- Computer Sciences Conferences and Workshops in DBLP
- Citeseer Scientific Literature Digital Library
- Collected Advice on Research and Writing
- Computer Science Conference Rankings
- Estimated Impact of Publication Venue In Computer Science
- Google Scholar
- Software Group Blog
Last modified : December 19, 2007