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Research Summary
I am a doctoral candidate in the Department of Computer Engineering and Computer Science/Knowledge Discovery and web Mining Lab at the University of Louisville under the supervision of Professor. Olfa Nasraoui. For the past four years, I have been working as a Web-Mining Analyst at the Distance Learning Office at Western Kentucky University under the guidance of Professor. Robert Wyatt.
My research project "HyperManyMedia" focuses on tracking online students' behaviors and developing recommendation systems for online lectures with many different formats (html, ppt, audio, video, podcast, vodcast).
Recently, I have been working on ADA compliance and converting learning objects to accessible objects by adding automated transcripts. |
International Conference/Program Committee/Workshop Organizer/Chair
Publications (Journals)
Publications (Book Chapters)
Publications (Articles)
Publications (Conferences)
- Zhuhadar Leyla, Nasraoui Olfa, Robert Wyatt, et al, "Cluster to User Profile Ontology Mapping", S3T 2009: International Conference on SOFTWARE, SERVICES & SEMANTIC TECHNOLOGIES, October 28-29, 2009,
Sofia, Bulgaria.
[ Recipient of
S3T 2009 travel awards ]
- Zhuhadar Leyla, Nasraoui Olfa, Robert Wyatt, "Visual Ontology-based Information Retrieval System", IV 2009 : The 13th IEEE International Conference on Information Visualisation: OSINT-WM - Open Source Intelligence and Web Mining, Pompeu Fabra University (UPF), Barcelona, Spain, 2009. [ BibTex ]
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Publications (Inproceedings)
- Zhuhadar Leyla, Nasraoui Olfa, Robert Wyatt, et al, "Automated Discovery, Categorization and Retrieval of Personalized Semantically Enriched E-learning Resources ", The Third IEEE International Conference on Semantic Computing (ICSC-09),
Berkeley, CA, USA - September 14-16, 2009. [][][]
- Zhuhadar Leyla, Nasraoui Olfa, Robert Wyatt, et al, "Evaluating Multi-Model (Metadata - Semantic) Information Retrieval System", ICAI'09 - The 2009 International Conference on Artificial Intelligence, Las Vegas, Nevada,USA, 2009.
[][][]
- Romero Elizabeth, Zhuhadar Leyla, Robert Wyatt, et al, "Web-Based Technology Use and Computer Self-Efficacy as Predictors of Faculty Perceptions of Support", IEEE International Conference on Mobile, Hybrid, and On-line Learning, Cancun, Mexico, 2009. [Best paper award ] [BibTex ]
- Zhuhadar Leyla, Romero Elizabeth, Robert Wyatt, The Effectiveness of Personalization in Delivering E-learning Classes, Journal on Advances in Computer-Human Interactions, p 130-135, 1, 7, 2009. [ BibTex ]
- Zhuhadar Leyla, Nasraoui Olfa, "Semantic Information Retrieval for Personalized E-learning", ICTAI 2008: 20th IEEE International Conference on Tools with Artificial Intelligence, Dayton, Ohio, USA, 2008. [ BibTex ]
- Zhuhadar Leyla, Nasraoui Olfa, "Personalized Cluster-based Semantically Enriched Web Search for E-learning", CIKM'08: ACM 17th Conference on Information and Knowledge Management, ONISW The 2nd International workshop on Ontologies and Information Systems for the Semantic Web, Napa Valley, California,
USA, 2008.[ BibTex ]
- Zhuhadar Leyla, Nasraoui Olfa, Wyatt Robert, "Metadata Domain-knowledge Driven Search Engine in "HyperManyMedia" E-learning Resources",CSTST-08: International Conference on Soft Computing as Transdisciplinary Science and Technology, IEEE Systems, Man, and Cybernetics Society , EUSFLAT society, European Neural Network Society, IEEE France Section, and in Cooperation with ACM SIGAPP.fr, Gergy Pontoise, Paris, France, 2008. [ BibTex ] [
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- Zhuhadar Leyla, Nasraoui Olfa, Robert Wyatt , "A Comparison Study Between Generic and Metadata Search
Engines in an E-learning Environment", IKE'08 - The 2008 International Conference on Information and Knowledge Engineering,Las Vegas, Nevada,USA, 2008. [ Bibtex ]
- Carlos Rojas, Olfa Nasraoui, Nurcan Durak, Leyla Zhuhadar, Sofiane Sellah, Zhiyong Zhang, Basheer Hawwash, "Knowledge Discovery in Data with Selected Java Open Source Software", CIML: Machine Learning Virtual Organizations, Computational Intelligence and Machine Learning, Fairfax, VA, USA, 2008. [ BibTex ] []
- Zhuhadar Leyla, Nasraoui Olfa, Wyatt Robert,"Knowledge Mining for Adaptive Multimedia Web-based Educational Platform" AIED2007-Artificial Intelligence in Education, 13th International Conference on Artificial Intelligence in Education, Conference Workshop: "Data mining in Education", Los Angeles, CA, USA, 2007. [ BibTex ] []
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Organizations
Semantic Web Search Engine Research Platforms
Research Interests
| Knowledge Acquisition from the web
Search Engines, Crawling and Indexing
Ontologies, Domain Ontologies
Semantic Annotation
Metadata for Accessible Learning Objects |
70+ Apps, Search Engines and Resources for Free Learning
Memberships in professional societies
AAAI Member
IEEE Member
IEEE Computer Society Member
IEEE Information Theory Society Membership
IEEE Systems, Man, and Cybernetics Society Membership
IEEE Women in Engineering Member
IEEE Education Society Member
ACM Member
ACM SIG Member
ACM Sigaccess Member
SIAM Society for Industrial and Applied Mathematics
ASEE American Society for Engineeing Education Member
AIED Member
EDUCAUSE Member
Membre d' Alliance Française de Louisville |
Contact Me |
Contact My Advisors |
leyla.zhuhadar@wku.edu |
Main Advisor: Prof. Olfa Nasraoui: olfa.nasraoui@louisville.edu |
Advisor: Prof. Robert Wyatt:
robert.wyatt@wku.edu |
Important Links:
Nasraoui-ECML-PKDD-WEbMIne-2006-Invited-Talk
Information Retreival Conferences
E-learning (1)
  
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