Plenary Lecture
Text Classification in Deep Web Mining
Professor Zakaria Suliman Zubi
Computer Science Department
Faculty of Science
Sirte University
Libya
E-mail: zszubi@yahoo.com
Abstract: Looming the quick growth of the deep web is causing the continuous growth of information, leading to several problems such as increased complexity of extracting potentially useful knowledge. Web content mining challenges this problem by gathering explicit information from different web sites for its access and knowledge discovery. Using data mining algorithms such as classification to extract information using different classification algorithms such as K-Nearest Neighbor (CK-NN) and Classifier Naïve Bayes (CNB).
We will investigate and evaluate these common methods; using web mining systems by using a set of features as a vector of keywords for the learning process to apply text classification for the system. The algorithm usually used to classify a various number of documents written in a Latin text language.
Brief Biography of the Speaker: He received his Ph.D. in Computer Science in 2002 from Debrecen University in Hungary, he is an Associate Professor since 2010. Dr. Zubi, served his university under various administrative positions including the Head of Computer Science Department 2003-2005. He was also the head of the technical and cultural afire office at the university and sign out many academic MOU with a number of international university world wide. He was a member of the Libyan Tempus team in Libya. He was the postgraduate study coordinator in Computer Science Department. He was also the postgraduate study coordinator for the Faculty of Science for one academic year 2004-2005. He is also an undergraduate and postgraduate lecturer in the computer science department and supervised several research work and thesis in several Libyan universities. He publishes a great number of papers and researches in many scientific and international proceedings and journals world wide.
He is a reviewer of many scientific journals such as Word Scientific and Engineering Academy and Society (WSEAS) , Journal of Software Engineering and Applications (JSEA), Member of the International Association of Engineers (IAENG), Journal of Engineering and Technology Research (JETR) , World Academy of Science Engineering and Technology (WASET) journal, an Associate Editor in the Journal of the WSEAS Transactions on Information Science and Applications and more local journals in Libya. He is a member of the Association for Computing Machinery society (ACM), a member of IEEE society, a member of the Word Scientific and Engineering Academy and Society (WSEAS). He published as authors and a co-author in many researches and technical reports in local and international journals and conference proceedings.