This paper presents a proposed system for course specification based on the combination of text mining techniques and semantic web services. The course specification depends on firstly, text mining techniques by its methods such as (tokenization and stemming). Secondly by using semantic web services such as ontology web language (OWL). OWL is defined as language for defining ontologies on the web, it describes a domain in terms of classes, properties, individuals and description of the characteristics of those objects. Although OWL is not a programming language, the research relied on some utilities such as Java, SPARQL, and JENA library. Finally, the proposed system produced a various educational objectives (skilled, cognitive and emotional) for the specific lesson.